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Knit directory: Immunue_Cell_Study/
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confounder=read.csv("//dartfs-hpc.dartmouth.edu/rc/lab/M/MRKepistor7/collab/JieZhou/SourceFiles/req19jul2019_ym_06jul2020.csv")
linkage=read.csv("//dartfs-hpc.dartmouth.edu/rc/lab/M/MRKepistor7/collab/JieZhou/SourceFiles/MBLID_linkage.csv")colnames(data6w)[1:2]=c("subject","time")
colnames(data12m)[1:2]=c("subject","time")
name6w=colnames(data6w)[-c(1,2)]
name12m=colnames(data12m)[-c(1,2)]
jointname=unique(c(name6w, name12m))
n1=nrow(data6w)
n2=nrow(data12m)
data6w_swell=data.frame(matrix(nrow = n1,ncol = length(jointname)))
data12m_swell=data.frame(matrix(nrow = n2,ncol = length(jointname)))
for (j in 1:length(jointname)) {
index1=which(name6w==jointname[j])
index2=which(name12m==jointname[j])
if (length(index1)==1){
data6w_swell[,j]=data6w[,index1+2]
}else{
data6w_swell[,j]=0
}
if (length(index2)==1){
data12m_swell[,j]=data12m[,index2+2]
}else{
data12m_swell[,j]=0
}
}
data6w_swell=cbind(data6w$subject,data6w$time, data6w_swell)
rownames(data6w_swell)=rownames(data6w)
colnames(data6w_swell)=c("subject","time",jointname)
data12m_swell=cbind(data12m$subject,data12m$time, data12m_swell)
rownames(data12m_swell)=rownames(data12m)
colnames(data12m_swell)=c("subject","time",jointname)
data6w12m=rbind(data6w_swell,data12m_swell)
#which(apply(data6w12m[,-c(1,2)], 2, sum)==0)
data6w12m=data6w12m[,-207]
index=order(data6w12m$subject,data6w12m$time)
data6w12m=data6w12m[index,]
save(data6w12m,file = "data6w12m.Rdata")overlap=intersect(data6w_swell$subject,data12m_swell$subject)
##overlapping data
data12msub=data.frame()
df.bcelladj_o=data.frame()
df.cd4tadj_o=data.frame()
df.cd8tadj_o=data.frame()
df.cd8tcd4tadj_o=data.frame()
df.monoadj_o=data.frame()
df.nkadj_o=data.frame()
df.nrbcadj_o=data.frame()
df.granadj_o=data.frame()
for (i in 1:length(overlap)) {
index1=which(data12m_swell$subject==overlap[i])
a=data12m_swell[index1,]
data12msub=rbind(data12msub,a)
index1=which(df.bcelladj6w$subject6w==overlap[i])
a=df.bcelladj6w[index1,]
df.bcelladj_o=rbind(df.bcelladj_o,a)
a=df.cd4tadj6w[index1,]
df.cd4tadj_o=rbind(df.cd4tadj_o,a)
a=df.cd8tadj6w[index1,]
df.cd8tadj_o=rbind(df.cd8tadj_o,a)
a=df.cd8tcd4tadj6w[index1,]
df.cd8tcd4tadj_o=rbind(df.cd8tcd4tadj_o,a)
a=df.monoadj6w[index1,]
df.monoadj_o=rbind(df.monoadj_o,a)
a=df.nkadj6w[index1,]
df.nkadj_o=rbind(df.nkadj_o,a)
a=df.nrbcadj6w[index1,]
df.nrbcadj_o=rbind(df.nrbcadj_o,a)
a=df.granadj6w[index1,]
df.granadj_o=rbind(df.granadj_o,a)
}
longidata=rbind(data6w_swell,data12msub)
longibcell=rbind(df.bcelladj6w,df.bcelladj_o)
longicd4=rbind(df.cd4tadj6w,df.cd4tadj_o)
longicd8=rbind(df.cd8tadj6w, df.cd8tadj_o)
longicd8cd4=rbind(df.cd8tcd4tadj6w,df.cd8tcd4tadj_o)
longimono=rbind(df.monoadj6w,df.monoadj_o)
longink=rbind(df.nkadj6w,df.nkadj_o)
longinrbc=rbind(df.nrbcadj6w,df.nrbcadj_o)
longigran=rbind(df.granadj6w,df.granadj_o)library(vegan)Warning: package 'vegan' was built under R version 4.1.3Loading required package: permuteWarning: package 'permute' was built under R version 4.1.3Loading required package: latticeThis is vegan 2.6-2index=order(longidata[,1],longidata[,2])
longidata=longidata[index,]
alpha6w=diversity(data6w_swell[,-c(1,2)],index = "shannon")
alpha12m=diversity(data12msub[,-c(1,2)],index = "shannon")
alpha=diversity(longidata[,-c(1,2)],index = "shannon")
longibcell=cbind(longibcell[index,],alpha)
longicd4=cbind(longicd4[index,],alpha)
longicd8=cbind(longicd8[index,],alpha)
longicd8cd4=cbind(longicd8cd4[index,],alpha)
longigran=cbind(longigran[index,],alpha)
longimono=cbind(longimono[index,],alpha)
longink=cbind(longink[index,],alpha)
longinrbc=cbind(longinrbc[index,],alpha)exmblid=rownames(longidata)
deliver=c()
for (i in 1:length(exmblid)) {
index2=which(linkage[,2]==exmblid[i])
unq_id=linkage[index2,1]
index3=which(confounder[,1]==unq_id)
a=confounder$deliverytype[index3]
deliver=c(deliver,a)
}longibcell=cbind(longibcell,deliver)
longicd4=cbind(longicd4,deliver)
longicd8=cbind(longicd8,deliver)
longimono=cbind(longimono,deliver)
longink=cbind(longink,deliver)
longinrbc=cbind(longinrbc,deliver)
longigran=cbind(longigran,deliver)ss=df.granadj6w$subject6w
dd=c()
for (i in 1:73) {
index=which(longibcell$subject6w==ss[i])[1]
dd=c(dd,longibcell$deliver[index])
}library(gee)Warning: package 'gee' was built under R version 4.1.3options(warn = 2)
m=ncol(longidata)-2
n=nrow(longidata)
name=colnames(longidata)[-c(1,2)]
microbe=c()
rrbcell=data.frame()
for (k in 1:m) {
y1=longidata[,k+2]
y2=apply(longidata[,-c(1,2,k+2)],1,sum)
fm=try({gee(cbind(y1,y2)~bcell + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longibcell,family="binomial",corstr="exchangeable")},silent = T)
if (inherits(fm,"try-error")){
print(k)
next()
}else{
fm=gee(cbind(y1,y2)~bcell + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longibcell,family="binomial",corstr="exchangeable")
a=summary(fm)
r1=a$coefficients[2,1]
r2=2*(1-pnorm(abs(a$coefficients[2,5])))
r3= c(r1-1.96*a$coefficients[2,4],r1+ 1.96*a$coefficients[2,4])
rr=c(r1,r2,r3)
microbe=c(microbe,name[k])
rrbcell=rbind(rrbcell,rr)
}
}Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate[1] 1Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 2Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 3Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-14.193169515 0.061709664 0.993020277 -0.197080914 -0.002147861
gestage_all evercigpreg alpha deliver
0.470210104 -0.760593268 0.776423359 -1.090213268
[1] 4Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-2.1855322895 -0.2078603693 -1.9837402163 -0.0451940546 -0.0008957406
gestage_all evercigpreg alpha deliver
0.0202668696 -2.3668882299 -0.3107058680 1.9747755122
[1] 5Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 6Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 7Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 8Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 9Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-16.083844857 0.233888045 1.923542840 -0.276018058 -0.001479053
gestage_all evercigpreg alpha deliver
0.420325120 0.618770301 2.884754845 -1.449943440
[1] 10Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-26.668275734 0.050739316 -0.128118985 0.272366910 0.001817214
gestage_all evercigpreg alpha deliver
0.085740715 -1.972739983 2.505197082 -3.226750896
[1] 11Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.344204e+00 -2.757850e-02 -9.876075e-01 7.645272e-02 -8.159031e-04
gestage_all evercigpreg alpha deliver
-8.116781e-02 -1.625910e+01 2.917276e-01 5.828698e-01
[1] 12Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 13Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-9.268190e+00 1.376202e-01 3.080615e-01 -8.372456e-03 9.885397e-05
gestage_all evercigpreg alpha deliver
-6.060815e-02 2.805766e-01 2.855374e+00 1.868386e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-9.268190e+00 1.376202e-01 3.080615e-01 -8.372456e-03 9.885397e-05
gestage_all evercigpreg alpha deliver
-6.060815e-02 2.805766e-01 2.855374e+00 1.868386e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.981828042 -0.292223511 1.364664105 -0.005810951 -0.001385359
gestage_all evercigpreg alpha deliver
-0.011271382 -0.872492696 2.057177952 -0.889119322
[1] 15Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 16Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 17Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.554050e+01 1.256336e-01 5.059749e-02 -7.932950e-02 -4.259596e-04
gestage_all evercigpreg alpha deliver
2.388949e-01 -1.629563e+01 -5.973421e-01 8.180222e-01
[1] 18Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 19Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-32.159578750 0.217805302 -1.100395392 -0.248723159 -0.002808961
gestage_all evercigpreg alpha deliver
0.886513638 -14.638779465 0.670267762 0.110928152
[1] 20Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
5.6964949386 0.0322588441 -0.3166803976 0.0068050617 0.0005490387
gestage_all evercigpreg alpha deliver
-0.1672557084 -0.2186930554 -0.8644534553 -1.1665086281 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
5.6964949386 0.0322588441 -0.3166803976 0.0068050617 0.0005490387
gestage_all evercigpreg alpha deliver
-0.1672557084 -0.2186930554 -0.8644534553 -1.1665086281 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 22Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.0155794409 -0.0185552019 0.0228636989 0.0894079174 -0.0002310042
gestage_all evercigpreg alpha deliver
0.0712663333 -0.5252534315 -0.5314356894 -0.5742737428 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.0155794409 -0.0185552019 0.0228636989 0.0894079174 -0.0002310042
gestage_all evercigpreg alpha deliver
0.0712663333 -0.5252534315 -0.5314356894 -0.5742737428 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 24Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.4882904180 0.0226651905 0.1546294048 -0.1218351253 0.0001198048
gestage_all evercigpreg alpha deliver
0.0883199045 -0.3515807458 1.5810049020 0.8707676772 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.4882904180 0.0226651905 0.1546294048 -0.1218351253 0.0001198048
gestage_all evercigpreg alpha deliver
0.0883199045 -0.3515807458 1.5810049020 0.8707676772 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 26Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 27Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 28Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-7.504406060 -0.028165146 -0.921194191 -0.229013643 -0.001940588
gestage_all evercigpreg alpha deliver
0.340892867 -1.823461620 -0.365047527 -0.283872671
[1] 29Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-8.994381154 -0.088343537 -0.774538129 -0.008912744 0.001226851
gestage_all evercigpreg alpha deliver
-0.089277057 -2.508223948 2.263437514 -2.009324323
[1] 30Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 31Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 32Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 33Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 34Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 35Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 36Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 37Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 38Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 39Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 40Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 41Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 42Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 43Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 44Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 45Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.531360e+01 -1.667472e-01 6.575636e-02 -1.285425e-01 -6.597324e-04
gestage_all evercigpreg alpha deliver
2.297482e-01 -1.611004e+01 5.820425e-01 8.091640e-01
[1] 46Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 47Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 48Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
1.6364474331 -0.0484914306 0.3485378662 0.0856164550 -0.0007396447
gestage_all evercigpreg alpha deliver
-0.2349077402 1.1034564803 1.2271636903 -0.7400061526
[1] 49Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-14.894045305 -0.161511442 -1.207372901 -0.178437921 -0.000782972
gestage_all evercigpreg alpha deliver
0.318059467 0.207668338 0.467761651 3.503664833
[1] 50Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-14.796990884 0.107982763 0.855532291 0.043319900 -0.001705502
gestage_all evercigpreg alpha deliver
0.386655881 1.259643927 -0.011560411 -0.491596274 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-14.796990884 0.107982763 0.855532291 0.043319900 -0.001705502
gestage_all evercigpreg alpha deliver
0.386655881 1.259643927 -0.011560411 -0.491596274 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
0.3682562358 -0.1001016508 -0.6024493345 -0.0505913686 -0.0008454683
gestage_all evercigpreg alpha deliver
-0.0510355838 -0.2406391151 1.3465666450 0.6758329456 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
0.3682562358 -0.1001016508 -0.6024493345 -0.0505913686 -0.0008454683
gestage_all evercigpreg alpha deliver
-0.0510355838 -0.2406391151 1.3465666450 0.6758329456 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-21.995758321 -0.008965988 -0.350564963 -0.207147755 -0.001278501
gestage_all evercigpreg alpha deliver
0.728517361 -2.477324152 -0.720566674 1.967124263 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-21.995758321 -0.008965988 -0.350564963 -0.207147755 -0.001278501
gestage_all evercigpreg alpha deliver
0.728517361 -2.477324152 -0.720566674 1.967124263 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-7.376206290 -0.301865955 0.161864646 -0.125678085 0.000746926
gestage_all evercigpreg alpha deliver
-0.057579183 1.508187235 2.878420775 0.360295973
[1] 54Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 55Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
26.640998666 -0.290433848 -2.852580131 -0.473324951 0.003033127
gestage_all evercigpreg alpha deliver
-0.837458541 -3.690304457 1.232586029 2.799018330
[1] 56Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 57Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-15.632611205 0.323296326 6.411034729 -0.207201657 -0.001468206
gestage_all evercigpreg alpha deliver
0.162128794 -9.042257477 5.278724723 -4.891199738
[1] 58Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-14.084098347 -0.114725954 -1.138391115 0.063023145 -0.001340489
gestage_all evercigpreg alpha deliver
0.285858698 -3.351269282 -0.479849185 -0.904035376
[1] 59Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 60Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 61Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 62Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 63Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 64Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 65Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 66Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.019946e+01 -5.757758e-01 -2.381651e+00 1.098981e-01 3.878636e-04
gestage_all evercigpreg alpha deliver
1.069042e+00 2.938318e-01 4.393261e+00 3.696301e-01
[1] 67Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 68Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 69Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-2.018818e+01 4.096828e-02 -9.308534e-01 1.057834e-01 3.385956e-04
gestage_all evercigpreg alpha deliver
1.249928e-01 -1.513877e+01 -6.992597e-01 2.750293e-01
[1] 70Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 71Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 72Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 73Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-3.758287e+00 -5.810258e-02 -3.308430e-01 -1.266587e-01 5.595378e-05
gestage_all evercigpreg alpha deliver
-4.423103e-02 -1.338182e+00 1.447784e+00 2.764098e-01
[1] 74Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-15.761512959 0.126378913 2.441797364 -0.180721110 -0.002717029
gestage_all evercigpreg alpha deliver
0.472621470 2.192022893 3.174213692 -3.953534128
[1] 75Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 76Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-18.260709519 0.166285803 -0.404928276 -0.136900890 -0.001118842
gestage_all evercigpreg alpha deliver
0.499225822 -0.607720649 -0.033668580 0.801067302 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-18.260709519 0.166285803 -0.404928276 -0.136900890 -0.001118842
gestage_all evercigpreg alpha deliver
0.499225822 -0.607720649 -0.033668580 0.801067302 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.1111036093 -0.1920023613 0.1049173816 -0.1212232425 -0.0007607425
gestage_all evercigpreg alpha deliver
0.2738648209 0.5520366049 -0.5696422274 0.6492960985 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.1111036093 -0.1920023613 0.1049173816 -0.1212232425 -0.0007607425
gestage_all evercigpreg alpha deliver
0.2738648209 0.5520366049 -0.5696422274 0.6492960985 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
7.6549463701 -0.0191924976 0.9124499628 -0.0252763816 0.0006007272
gestage_all evercigpreg alpha deliver
-0.2547842064 -0.9761999102 -1.8192969008 0.4995630191 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
7.6549463701 -0.0191924976 0.9124499628 -0.0252763816 0.0006007272
gestage_all evercigpreg alpha deliver
-0.2547842064 -0.9761999102 -1.8192969008 0.4995630191 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
3.5463784873 -0.1122368205 0.2728613753 -0.0709188437 0.0008525343
gestage_all evercigpreg alpha deliver
-0.2923506682 -3.8903510016 1.3242186034 -1.8343319664
[1] 80Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 81Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 82Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 83Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
36.642047938 -0.464190593 1.603946853 -0.043016542 0.004979324
gestage_all evercigpreg alpha deliver
-1.773502788 3.650750585 2.343352036 0.376182870
[1] 84Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.162950155 -0.088289421 -0.405181963 0.017675174 -0.000228466
gestage_all evercigpreg alpha deliver
0.098785771 -2.781882272 -0.996396476 0.886324227 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.162950155 -0.088289421 -0.405181963 0.017675174 -0.000228466
gestage_all evercigpreg alpha deliver
0.098785771 -2.781882272 -0.996396476 0.886324227 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
29.389485389 0.121631395 -1.283002321 -0.044606731 0.001049799
gestage_all evercigpreg alpha deliver
-1.132905058 -0.193171012 1.702765921 2.847567564
[1] 86Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-4.714880453 -0.107569632 -0.178376586 0.044801624 0.001284809
gestage_all evercigpreg alpha deliver
-0.137420310 -1.186282723 1.233711863 -0.229126600 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-4.714880453 -0.107569632 -0.178376586 0.044801624 0.001284809
gestage_all evercigpreg alpha deliver
-0.137420310 -1.186282723 1.233711863 -0.229126600 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 88Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 89Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 90Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 91Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 92Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-8.796606481 0.049912641 1.192551138 0.062677306 0.001359302
gestage_all evercigpreg alpha deliver
-0.279822492 -0.172521706 2.675147306 -0.006391229
[1] 93Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.3859687657 -0.0482047901 1.8604444439 0.0182169776 -0.0002128882
gestage_all evercigpreg alpha deliver
-0.0988163300 2.1771771077 2.4260238880 -0.4583037266 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.3859687657 -0.0482047901 1.8604444439 0.0182169776 -0.0002128882
gestage_all evercigpreg alpha deliver
-0.0988163300 2.1771771077 2.4260238880 -0.4583037266 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-10.008414432 -0.048075188 -0.254361994 0.141759687 -0.000420929
gestage_all evercigpreg alpha deliver
-0.117838568 -0.583399270 0.660081205 0.811438104
[1] 95Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
10.5069241172 0.0583157665 0.9320015553 -0.0761834102 -0.0005128421
gestage_all evercigpreg alpha deliver
-0.3713688236 1.0089187568 0.2758240886 0.5687419880 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
10.5069241172 0.0583157665 0.9320015553 -0.0761834102 -0.0005128421
gestage_all evercigpreg alpha deliver
-0.3713688236 1.0089187568 0.2758240886 0.5687419880 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 97Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-2.866069e+01 -3.872645e-01 1.145052e+00 9.991757e-02 9.506276e-05
gestage_all evercigpreg alpha deliver
3.196624e-01 -4.314718e+00 4.019107e+00 5.985057e-01
[1] 98Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.820910e+01 4.138873e-01 -3.045830e+00 -1.435961e-01 8.800793e-04
gestage_all evercigpreg alpha deliver
-9.988950e-03 -1.444379e+01 2.959074e+00 2.851660e+00
[1] 99Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-2.081612e+01 2.564284e-01 -4.555482e-01 2.355302e-02 7.129018e-04
gestage_all evercigpreg alpha deliver
1.783254e-01 -1.110699e+00 -5.227777e-01 3.998714e-01
[1] 100Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.403338e+01 -2.020540e-01 2.200105e-01 -5.658154e-02 -1.076351e-04
gestage_all evercigpreg alpha deliver
1.792220e-01 -1.695151e+01 3.454453e+00 -2.043375e+00
[1] 101Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
3.494067e+00 -5.268681e-02 -1.296568e+00 -1.417699e-01 7.917597e-04
gestage_all evercigpreg alpha deliver
-4.073273e-01 -1.738868e+01 1.990606e+00 2.317649e+00
[1] 102Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
7.339001356 -0.003398151 -1.224462064 -0.047298471 0.001676333
gestage_all evercigpreg alpha deliver
-0.432838090 -1.293095735 -0.891177511 0.558114765 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
7.339001356 -0.003398151 -1.224462064 -0.047298471 0.001676333
gestage_all evercigpreg alpha deliver
-0.432838090 -1.293095735 -0.891177511 0.558114765 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 104Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 105Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-4.310393162 -0.167177498 1.661359569 0.066527598 -0.001300838
gestage_all evercigpreg alpha deliver
0.049849610 -1.599084273 0.585914407 -3.825851060
[1] 106Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 107Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.556968e+01 -1.370001e-01 5.797329e-01 -2.714434e-02 -5.377779e-04
gestage_all evercigpreg alpha deliver
1.318668e-01 1.456186e+00 2.973529e+00 8.613254e-01
[1] 108Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 109Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 110Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-26.906827012 0.136863598 -0.961359616 0.203382575 -0.003159815
gestage_all evercigpreg alpha deliver
0.743652974 1.027602257 -1.103060583 -2.246909650
[1] 111Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 112Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 113Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
40.024291423 -0.746308492 0.680079631 -0.319603873 0.004000476
gestage_all evercigpreg alpha deliver
-1.382337889 -15.538798182 0.366759517 -0.103556956
[1] 114Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-4.6892150513 -0.0058180601 -0.4826329107 -0.0509918671 0.0005116311
gestage_all evercigpreg alpha deliver
0.0371687582 -0.4426275579 -0.4519213775 0.1099719296 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-4.6892150513 -0.0058180601 -0.4826329107 -0.0509918671 0.0005116311
gestage_all evercigpreg alpha deliver
0.0371687582 -0.4426275579 -0.4519213775 0.1099719296 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
12.7382065231 -0.0869604579 -0.8263189504 0.0377182393 -0.0003115928
gestage_all evercigpreg alpha deliver
-0.5681049375 -0.7380868257 0.8723734639 0.4432022153
[1] 116Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 117Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 118Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 119Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 120Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
6.899065e+00 -1.029869e-01 -1.325626e+00 1.904213e-02 4.153274e-04
gestage_all evercigpreg alpha deliver
-4.251654e-01 -1.731293e+01 1.266546e+00 -1.460986e-01
[1] 121Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 122Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 123Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 124Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-13.531971539 0.048924705 -0.214370172 0.036934649 -0.001562691
gestage_all evercigpreg alpha deliver
0.264442541 -14.465312993 -0.108034790 -2.267423378
[1] 125Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
36.873551353 -0.085453521 0.692804227 -0.382993886 0.002534705
gestage_all evercigpreg alpha deliver
-1.425154918 0.031095945 0.815053464 5.066048116
[1] 126Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 127Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 128Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.277170772 -0.233796483 -1.398624102 -0.295225363 -0.001377379
gestage_all evercigpreg alpha deliver
0.087148779 -1.803285253 2.874043906 2.281030747
[1] 129Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 130Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 131Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 132Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 133Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 134Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 135Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 136Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 137Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 138Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 139Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 140Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
7.508753562 -0.123104897 -0.629089340 0.086872439 0.002117448
gestage_all evercigpreg alpha deliver
-0.430978802 -6.752689342 0.405159750 -4.802739189
[1] 141Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-33.207316800 -0.333212458 0.590846774 0.274686607 0.001539083
gestage_all evercigpreg alpha deliver
0.246978046 -15.977507830 2.837404410 -3.196076707
[1] 142Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 143Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 144Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 145Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-24.122194243 -0.127064071 1.293748087 -0.065412427 -0.001860267
gestage_all evercigpreg alpha deliver
0.445542442 -0.077795075 2.333968554 -0.963389560
[1] 146Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 147Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 148Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 149Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 150Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 151Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 152Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
46.820495453 -0.441064681 -0.279981335 -0.284212573 0.003137501
gestage_all evercigpreg alpha deliver
-1.479317669 -6.246348279 3.109117011 -0.251330757
[1] 153Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
5.674133734 -0.239551068 0.149050688 -0.047970657 -0.002167951
gestage_all evercigpreg alpha deliver
0.015673510 -14.774922503 -2.091406917 -2.257611692
[1] 154Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 155Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
21.539379494 -0.805181594 3.951067262 0.215675195 0.005176688
gestage_all evercigpreg alpha deliver
-1.280925471 0.927241315 0.258496536 -3.326498431
[1] 156Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 157Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
39.245786444 0.330639138 -1.879153396 -0.184188053 -0.001489076
gestage_all evercigpreg alpha deliver
-0.846921248 0.885211121 -2.950079529 -0.952890673
[1] 158Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 159Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 160Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-0.434453859 -0.262575151 4.079066294 -0.331698637 -0.001083019
gestage_all evercigpreg alpha deliver
0.145114679 -16.944331956 -0.645882927 0.687376881
[1] 161Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
28.902460803 0.093997279 -0.971707667 -0.172094701 0.001458327
gestage_all evercigpreg alpha deliver
-1.048393995 0.129229849 1.269908191 2.430524650
[1] 162Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-9.5130882861 -0.1049225397 0.3994404365 0.0491333687 0.0006310679
gestage_all evercigpreg alpha deliver
-0.2329650774 1.5514418490 4.3947004259 0.5932513875
[1] 163Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-8.159150535 0.182439162 -0.116538923 -0.050745648 0.000766638
gestage_all evercigpreg alpha deliver
-0.084309091 -16.051016476 -0.621790241 0.968605083
[1] 164Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.976499407 -0.239613082 1.629337220 0.157661411 0.002599135
gestage_all evercigpreg alpha deliver
-0.491356840 -15.307269707 3.513212297 -2.269477080
[1] 165Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-3.891707e+01 1.274810e-01 2.168411e+00 6.024115e-02 -9.156577e-04
gestage_all evercigpreg alpha deliver
7.271025e-01 4.358087e+00 1.681722e+00 3.793435e-01
[1] 166Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 167Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 168Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 169Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 170Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 171Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 172Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 173Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 174Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 175Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.333567e+01 7.617143e-02 1.097357e+00 3.810872e-02 -4.298463e-05
gestage_all evercigpreg alpha deliver
1.548054e-01 -1.705699e+00 -3.983760e-01 5.590948e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.333567e+01 7.617143e-02 1.097357e+00 3.810872e-02 -4.298463e-05
gestage_all evercigpreg alpha deliver
1.548054e-01 -1.705699e+00 -3.983760e-01 5.590948e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 177Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-2.7478910239 0.1155155358 0.0613407895 -0.0812560912 -0.0003257192
gestage_all evercigpreg alpha deliver
0.0467288182 -0.5522618151 -0.0765901514 0.6503216326 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-2.7478910239 0.1155155358 0.0613407895 -0.0812560912 -0.0003257192
gestage_all evercigpreg alpha deliver
0.0467288182 -0.5522618151 -0.0765901514 0.6503216326 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-28.773423678 0.034291377 1.880069209 -0.015321729 -0.001824551
gestage_all evercigpreg alpha deliver
0.570732025 -14.965021812 2.734192796 -1.321277411
[1] 179Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 180Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
1.010991e+01 5.901043e-02 -1.409790e+00 -1.113617e-01 8.122794e-05
gestage_all evercigpreg alpha deliver
-3.436625e-01 -1.239783e+00 3.171444e-01 -8.470405e-01
[1] 181Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 182Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 183Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 184Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 185Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 186Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
14.1407232864 0.1127962633 0.7794508781 -0.1312966462 0.0003729864
gestage_all evercigpreg alpha deliver
-0.6006217221 -2.5158500486 0.7680129239 2.2283246715
[1] 187Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 188Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 189Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-14.440134905 -0.909969373 2.008344205 -0.371050657 -0.001186339
gestage_all evercigpreg alpha deliver
0.624393344 -1.850984832 -0.893617927 0.709027295
[1] 190Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 191Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.3633388169 0.0002952226 -0.4436526363 0.0105045187 0.0002909135
gestage_all evercigpreg alpha deliver
0.0314675027 -1.2104269029 -0.2697466901 0.4135277129 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-6.3633388169 0.0002952226 -0.4436526363 0.0105045187 0.0002909135
gestage_all evercigpreg alpha deliver
0.0314675027 -1.2104269029 -0.2697466901 0.4135277129 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-4.882400727 0.231831259 -0.658196291 -0.022550732 -0.002627704
gestage_all evercigpreg alpha deliver
-0.020586863 -14.216011620 -1.344985141 2.059528862
[1] 193Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 194Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 195Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 196Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 197Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 198Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 199Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 200Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 201Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 202Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 203Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 204Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 205Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 206Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 207Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 208Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 209Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 210Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
20.503099291 -0.733330662 0.144593063 -0.203388161 0.001348982
gestage_all evercigpreg alpha deliver
-0.827868938 -17.014475237 1.997723529 1.898806745
[1] 211Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 212Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 213Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 214Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 215Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 216Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 217Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 218Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 219Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 220Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-27.003081991 -0.194045486 0.883344580 -0.283192966 -0.001076626
gestage_all evercigpreg alpha deliver
0.687976610 -4.144485601 0.473109314 1.995817744
[1] 221Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 222Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 223Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 224Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 225Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 226Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 227Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 228Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
5.623212953 -0.261452404 0.782123609 -0.086434383 0.002378095
gestage_all evercigpreg alpha deliver
-0.656085483 -3.996399785 3.866366839 1.631386324
[1] 229Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-37.863368748 -0.492882820 1.932649674 -0.091129679 -0.005291225
gestage_all evercigpreg alpha deliver
0.924137157 1.569901248 4.316502835 2.463223432
[1] 230Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 231Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 232Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 233Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 234Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-5.913486e+01 -2.063328e-01 1.345556e+00 -1.941491e-01 5.688394e-04
gestage_all evercigpreg alpha deliver
1.185066e+00 -1.454752e+01 4.085231e+00 -5.056902e-01
[1] 235Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 236Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 237Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 238Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 239Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 240Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 241Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 242Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 243Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 244Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 245Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 246Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 247Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 248Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-2.106956e+01 -4.020892e-02 6.708600e-01 6.143975e-04 -4.524671e-04
gestage_all evercigpreg alpha deliver
9.296883e-02 2.377073e+00 4.381760e+00 1.020948e+00
[1] 249Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 250Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 251Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 252Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 253Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 254Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 255Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 256Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 257Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 258Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 259Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 260Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 261Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 262Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 263Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 264Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 265Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 266Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 267Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 268Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 269Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 270Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 271Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 272Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 273Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 274Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 275Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 276Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 277Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 278Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 279Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 280Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 281Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 282Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 283Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 284Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 285Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 286Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 287Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 288Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 289Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 290Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 291Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 292Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 293Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 294Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 295Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 296Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 297Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 298Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 299Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-1.733632e+01 1.766166e-02 1.178677e+00 -2.104260e-01 -4.231245e-04
gestage_all evercigpreg alpha deliver
2.713024e-01 1.099018e+00 2.517538e+00 -6.287194e-01
[1] 300Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 301Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 302Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 303Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 304Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 305Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 306Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 307Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 308Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 309Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 310Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 311Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 312Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 313Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 314Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 315Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 316Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 317Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 318Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 319Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 320Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 321Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 322Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 323Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 324Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 325Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 326Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 327Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 328Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 329Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) bcell bbymale enrollment_age imrbthwghtg_all
-19.218206584 -0.539691685 1.082067370 -0.164950725 -0.001362323
gestage_all evercigpreg alpha deliver
0.180190155 1.208632617 5.738484054 1.919310236
[1] 330Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 331Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 332Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 333Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate[1] 334colnames(rrbcell)=c("coef","pvalue","lower","upper")
fdr=p.adjust(rrbcell[,2],method = "BH")
rrbcell=data.frame(microbe,rrbcell,fdr)
rrbcell=rrbcell[order(rrbcell[,3]),]
rrbcellfdr=rrbcell[which(rrbcell[,6]<0.3),]
rrbcellfdr microbe coef pvalue lower upper fdr
8 Enterobacter 0.1595854 0.002074279 0.05801078 0.2611599 0.0394113
1 Anaerostipes 0.1358712 0.014665627 0.02675257 0.2449898 0.1230639
18 Streptococcus 0.1153356 0.019431135 0.01861212 0.2120592 0.1230639options(warn = 2)
m=ncol(longidata)-2
n=nrow(longidata)
name=colnames(longidata)[-c(1,2)]
microbe=c()
rrbcell=data.frame()
for (k in 1:m) {
y1=longidata[,k+2]
y2=apply(longidata[,-c(1,2,k+2)],1,sum)
fm=try({gee(cbind(y1,y2)~cd4t + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longicd4t,family="binomial",corstr="exchangeable")},silent = T)
if (inherits(fm,"try-error")){
print(k)
next()
}else{
fm=gee(cbind(y1,y2)~cd4t + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longicd4t,family="binomial",corstr="exchangeable")
a=summary(fm)
r1=a$coefficients[2,1]
r2=2*(1-pnorm(abs(a$coefficients[2,5])))
r3= c(r1-1.96*a$coefficients[2,4],r1+ 1.96*a$coefficients[2,4])
rr=c(r1,r2,r3)
microbe=c(microbe,name[k])
rrbcell=rbind(rrbcell,rr)
}
}Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 1Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 2Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 3Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 4Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 5Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 6Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 7Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 8Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 9Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 10Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 11Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 12Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 13Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 14Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 15Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 16Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 17Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 18Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 19Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 20Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 21Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 22Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 23Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 24Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 25Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 26Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 27Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 28Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 29Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 30Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 31Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 32Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 33Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 34Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 35Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 36Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 37Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 38Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 39Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 40Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 41Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 42Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 43Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 44Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 45Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 46Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 47Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 48Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 49Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 50Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 51Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 52Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 53Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 54Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 55Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 56Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 57Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 58Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 59Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 60Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 61Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 62Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 63Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 64Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 65Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 66Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 67Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 68Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 69Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 70Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 71Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 72Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 73Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 74Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 75Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 76Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 77Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 78Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 79Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 80Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 81Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 82Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 83Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 84Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 85Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 86Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 87Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 88Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 89Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 90Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 91Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 92Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 93Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 94Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 95Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 96Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 97Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 98Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 99Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 100Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 101Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 102Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 103Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 104Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 105Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 106Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 107Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 108Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 109Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 110Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 111Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 112Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 113Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 114Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 115Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 116Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 117Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 118Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 119Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 120Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 121Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 122Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 123Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 124Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 125Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 126Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 127Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 128Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 129Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 130Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 131Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 132Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 133Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 134Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 135Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 136Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 137Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 138Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 139Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 140Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 141Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 142Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 143Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 144Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 145Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 146Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 147Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 148Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 149Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 150Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 151Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 152Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 153Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 154Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 155Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 156Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 157Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 158Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 159Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 160Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 161Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 162Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 163Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 164Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 165Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 166Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 167Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 168Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 169Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 170Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 171Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 172Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 173Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 174Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 175Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 176Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 177Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 178Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 179Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 180Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 181Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 182Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 183Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 184Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 185Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 186Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 187Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 188Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 189Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 190Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 191Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 192Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 193Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 194Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 195Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 196Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 197Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 198Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 199Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 200Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 201Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 202Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 203Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 204Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 205Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 206Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 207Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 208Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 209Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 210Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 211Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 212Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 213Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 214Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 215Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 216Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 217Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 218Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 219Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 220Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 221Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 222Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 223Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 224Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 225Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 226Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 227Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 228Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 229Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 230Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 231Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 232Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 233Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 234Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 235Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 236Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 237Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 238Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 239Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 240Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 241Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 242Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 243Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 244Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 245Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 246Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 247Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 248Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 249Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 250Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 251Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 252Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 253Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 254Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 255Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 256Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 257Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 258Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 259Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 260Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 261Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 262Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 263Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 264Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 265Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 266Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 267Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 268Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 269Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 270Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 271Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 272Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 273Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 274Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 275Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 276Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 277Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 278Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 279Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 280Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 281Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 282Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 283Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 284Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 285Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 286Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 287Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 288Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 289Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 290Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 291Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 292Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 293Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 294Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 295Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 296Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 297Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 298Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 299Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 300Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 301Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 302Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 303Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 304Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 305Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 306Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 307Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 308Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 309Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 310Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 311Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 312Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 313Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 314Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 315Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 316Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 317Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 318Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 319Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 320Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 321Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 322Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 323Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 324Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 325Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 326Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 327Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 328Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 329Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 330Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 331Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 332Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 333Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 334rrbcelldata frame with 0 columns and 0 rowsFor CD4, GEE method does not yield any significant results.
##cd8t
options(warn = 2)
m=ncol(longidata)-2
n=nrow(longidata)
name=colnames(longidata)[-c(1,2)]
microbe=c()
rrbcell=data.frame()
for (k in 1:m) {
y1=longidata[,k+2]
y2=apply(longidata[,-c(1,2,k+2)],1,sum)
fm=try({gee(cbind(y1,y2)~cd8t + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longicd8t,family="binomial",corstr="exchangeable")},silent = T)
if (inherits(fm,"try-error")){
print(k)
next()
}else{
fm=gee(cbind(y1,y2)~cd8t + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longicd8t,family="binomial",corstr="exchangeable")
a=summary(fm)
r1=a$coefficients[2,1]
r2=2*(1-pnorm(abs(a$coefficients[2,5])))
r3= c(r1-1.96*a$coefficients[2,4],r1+ 1.96*a$coefficients[2,4])
rr=c(r1,r2,r3)
microbe=c(microbe,name[k])
rrbcell=rbind(rrbcell,rr)
}
}Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 1Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 2Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 3Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 4Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 5Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 6Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 7Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 8Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 9Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 10Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 11Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 12Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 13Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 14Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 15Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 16Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 17Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 18Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 19Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 20Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 21Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 22Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 23Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 24Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 25Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 26Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 27Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 28Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 29Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 30Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 31Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 32Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 33Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 34Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 35Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 36Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 37Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 38Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 39Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 40Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 41Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 42Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 43Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 44Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 45Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 46Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 47Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 48Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 49Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 50Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 51Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 52Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 53Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 54Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 55Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 56Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 57Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 58Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 59Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 60Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 61Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 62Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 63Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 64Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 65Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 66Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 67Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 68Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 69Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 70Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 71Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 72Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 73Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 74Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 75Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 76Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 77Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 78Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 79Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 80Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 81Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 82Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 83Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 84Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 85Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 86Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 87Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 88Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 89Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 90Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 91Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 92Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 93Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 94Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 95Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 96Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 97Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 98Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 99Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 100Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 101Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 102Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 103Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 104Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 105Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 106Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 107Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 108Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 109Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 110Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 111Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 112Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 113Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 114Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 115Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 116Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 117Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 118Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 119Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 120Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 121Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 122Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 123Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 124Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 125Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 126Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 127Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 128Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 129Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 130Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 131Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 132Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 133Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 134Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 135Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 136Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 137Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 138Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 139Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 140Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 141Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 142Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 143Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 144Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 145Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 146Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 147Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 148Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 149Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 150Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 151Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 152Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 153Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 154Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 155Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 156Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 157Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 158Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 159Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 160Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 161Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 162Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 163Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 164Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 165Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 166Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 167Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 168Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 169Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 170Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 171Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 172Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 173Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 174Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 175Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 176Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 177Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 178Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 179Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 180Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 181Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 182Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 183Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 184Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 185Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 186Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 187Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 188Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 189Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 190Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 191Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 192Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 193Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 194Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 195Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 196Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 197Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 198Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 199Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 200Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 201Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 202Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 203Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 204Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 205Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 206Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 207Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 208Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 209Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 210Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 211Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 212Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 213Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 214Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 215Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 216Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 217Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 218Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 219Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 220Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 221Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 222Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 223Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 224Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 225Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 226Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 227Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 228Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 229Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 230Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 231Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 232Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 233Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 234Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 235Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 236Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 237Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 238Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 239Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 240Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 241Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 242Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 243Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 244Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 245Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 246Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 247Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 248Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 249Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 250Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 251Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 252Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 253Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 254Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 255Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 256Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 257Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 258Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 259Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 260Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 261Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 262Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 263Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 264Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 265Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 266Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 267Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 268Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 269Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 270Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 271Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 272Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 273Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 274Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 275Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 276Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 277Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 278Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 279Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 280Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 281Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 282Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 283Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 284Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 285Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 286Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 287Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 288Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 289Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 290Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 291Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 292Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 293Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 294Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 295Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 296Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 297Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 298Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 299Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 300Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 301Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 302Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 303Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 304Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 305Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 306Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 307Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 308Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 309Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 310Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 311Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 312Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 313Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 314Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 315Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 316Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 317Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 318Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 319Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 320Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 321Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 322Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 323Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 324Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 325Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 326Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 327Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 328Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 329Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 330Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 331Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 332Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 333Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27[1] 334For CD8, GEE method does not yield any significant results.
options(warn = 2)
m=ncol(longidata)-2
n=nrow(longidata)
name=colnames(longidata)[-c(1,2)]
microbe=c()
rrbcell=data.frame()
for (k in 1:m) {
y1=longidata[,k+2]
y2=apply(longidata[,-c(1,2,k+2)],1,sum)
fm=try({gee(cbind(y1,y2)~mono + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longimono,family="binomial",corstr="exchangeable")},silent = T)
if (inherits(fm,"try-error")){
next()
}else{
fm=gee(cbind(y1,y2)~mono + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longimono,family="binomial",corstr="exchangeable")
a=summary(fm)
r1=a$coefficients[2,1]
r2=2*(1-pnorm(abs(a$coefficients[2,5])))
r3= c(r1-1.96*a$coefficients[2,4],r1+ 1.96*a$coefficients[2,4])
rr=c(r1,r2,r3)
microbe=c(microbe,name[k])
rrbcell=rbind(rrbcell,rr)
}
}Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-19.527816419 0.178162098 0.762208844 -0.217655865 -0.002233986
gestage_all evercigpreg alpha deliver
0.602749931 -0.523188457 0.587666364 -0.948799767 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
0.4440195519 -0.5538163301 -1.2600370069 -0.0498436624 -0.0009652398
gestage_all evercigpreg alpha deliver
0.0553455059 -2.8120672599 -0.3487823500 1.6556527104 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-8.242744682 -0.008020830 1.187074077 -0.247651642 -0.001155103
gestage_all evercigpreg alpha deliver
0.248403786 -1.024375106 2.664323771 -1.598612426 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-6.45163874 -0.38464964 0.08249340 0.23662250 0.00171688
gestage_all evercigpreg alpha deliver
-0.30766212 -4.33456998 2.88505203 -3.26526037 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-3.683295e+00 -9.127107e-02 -8.542273e-01 8.394151e-02 -7.979022e-04
gestage_all evercigpreg alpha deliver
-1.383808e-01 -1.643843e+01 3.481202e-01 4.028892e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
4.484010e+00 -7.006795e-01 -2.955472e+00 -3.161636e-01 -6.752148e-04
gestage_all evercigpreg alpha deliver
2.039025e-02 -1.778505e+01 -1.280165e+00 3.536147e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.6849191221 -0.1012306036 0.2420268206 -0.0001907948 0.0002552945
gestage_all evercigpreg alpha deliver
-0.1926492592 -0.9336012507 2.9519413664 -0.1126735541 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.6849191221 -0.1012306036 0.2420268206 -0.0001907948 0.0002552945
gestage_all evercigpreg alpha deliver
-0.1926492592 -0.9336012507 2.9519413664 -0.1126735541 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-3.352106452 -0.287419365 1.746240106 0.021919982 -0.001621809
gestage_all evercigpreg alpha deliver
-0.076852394 -1.058454096 2.538097329 -1.295145018 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-19.26416694 -0.32793411 1.02297889 -0.65177683 -0.00166252
gestage_all evercigpreg alpha deliver
0.70048178 -17.20629250 2.65693480 2.77163359 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.434020e+01 4.474044e-02 -2.438434e-01 -8.324011e-02 -3.419339e-04
gestage_all evercigpreg alpha deliver
2.222227e-01 -1.594729e+01 -5.690322e-01 7.596389e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-19.988449862 -0.334061805 -1.605890936 -0.227509828 -0.001930893
gestage_all evercigpreg alpha deliver
0.642366135 -16.785973578 0.767035737 -0.979714001 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
6.055727971 0.010533637 -0.368867727 0.005647100 0.000566667
gestage_all evercigpreg alpha deliver
-0.172768446 -0.315937442 -0.864215028 -1.174631779 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
6.055727971 0.010533637 -0.368867727 0.005647100 0.000566667
gestage_all evercigpreg alpha deliver
-0.172768446 -0.315937442 -0.864215028 -1.174631779 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.0809779277 -0.1332051075 0.1246321561 0.0925526889 -0.0002045926
gestage_all evercigpreg alpha deliver
-0.0062122075 -0.8376798901 -0.4601542082 -0.6729302303 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.0809779277 -0.1332051075 0.1246321561 0.0925526889 -0.0002045926
gestage_all evercigpreg alpha deliver
-0.0062122075 -0.8376798901 -0.4601542082 -0.6729302303 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-3.2970186754 -0.1210531653 0.2908976497 -0.1248363576 0.0001352716
gestage_all evercigpreg alpha deliver
0.0401602984 -0.7363499889 1.6335516602 0.7713007773 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-3.2970186754 -0.1210531653 0.2908976497 -0.1248363576 0.0001352716
gestage_all evercigpreg alpha deliver
0.0401602984 -0.7363499889 1.6335516602 0.7713007773 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-6.378022956 -0.074263310 -0.857085148 -0.218068753 -0.001923628
gestage_all evercigpreg alpha deliver
0.317952034 -1.925294540 -0.376410303 -0.384804610 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-7.071875184 -0.150971475 -0.654403503 -0.024485069 0.001155482
gestage_all evercigpreg alpha deliver
-0.110868228 -2.849720113 2.496421766 -2.011440303 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.980900e+01 -4.043985e-04 1.853214e-01 -1.104813e-01 -7.316226e-04
gestage_all evercigpreg alpha deliver
3.045530e-01 -1.569377e+01 6.222558e-01 8.277470e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-14.019551768 0.066135050 -1.253083332 -0.159498145 -0.001837149
gestage_all evercigpreg alpha deliver
0.455515925 -0.315787173 -0.161839705 1.775010142 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-14.019551768 0.066135050 -1.253083332 -0.159498145 -0.001837149
gestage_all evercigpreg alpha deliver
0.455515925 -0.315787173 -0.161839705 1.775010142 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-3.3351609877 0.1325501695 0.1606745293 0.0716472009 -0.0006908004
gestage_all evercigpreg alpha deliver
-0.1417770622 1.8760183250 1.1189894100 -0.5001989643 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.181951e+01 2.828858e-01 -1.936568e+00 -1.567160e-01 -8.155996e-04
gestage_all evercigpreg alpha deliver
3.644362e-01 1.276114e+00 6.125583e-01 4.066307e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-19.546935973 0.192778737 0.516642202 0.038332464 -0.001674138
gestage_all evercigpreg alpha deliver
0.485996824 1.261814761 -0.105548580 -0.388458248 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-19.546935973 0.192778737 0.516642202 0.038332464 -0.001674138
gestage_all evercigpreg alpha deliver
0.485996824 1.261814761 -0.105548580 -0.388458248 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.2160153329 0.0599568019 -0.6540260244 -0.0487936139 -0.0009148923
gestage_all evercigpreg alpha deliver
0.0331532829 0.3753915461 1.3671294243 0.8333512972 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.2160153329 0.0599568019 -0.6540260244 -0.0487936139 -0.0009148923
gestage_all evercigpreg alpha deliver
0.0331532829 0.3753915461 1.3671294243 0.8333512972 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-24.389814669 0.082498578 -0.366141380 -0.208040719 -0.001342866
gestage_all evercigpreg alpha deliver
0.772411813 -2.390524579 -0.708646225 2.003232168 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-24.389814669 0.082498578 -0.366141380 -0.208040719 -0.001342866
gestage_all evercigpreg alpha deliver
0.772411813 -2.390524579 -0.708646225 2.003232168 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.557532e+01 -1.964165e-01 4.330566e-01 -1.301361e-01 2.905699e-04
gestage_all evercigpreg alpha deliver
1.794508e-01 1.848152e+00 3.150568e+00 3.289775e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
21.364401790 -0.275340704 -2.733102691 -0.444439301 0.003549868
gestage_all evercigpreg alpha deliver
-0.776426487 -3.267748411 1.667200244 2.682377180 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-13.427202592 -0.093047728 -0.983595718 0.059732245 -0.001430047
gestage_all evercigpreg alpha deliver
0.282921534 -3.249515388 -0.472596916 -0.999430414 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.590287e+01 -2.024698e-01 -2.137172e+00 -1.401141e-01 -2.229304e-04
gestage_all evercigpreg alpha deliver
9.096921e-01 3.938341e-01 4.830674e+00 3.306309e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-13.722814851 -0.187781790 -0.943701721 0.099240181 0.000467235
gestage_all evercigpreg alpha deliver
0.009384940 -15.761582590 -0.682333841 0.165542032 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.882368e+00 -2.575240e-02 -2.440820e-01 -1.231664e-01 3.038917e-06
gestage_all evercigpreg alpha deliver
-2.070946e-02 -1.187671e+00 1.489516e+00 2.774909e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-20.554128213 0.226100426 2.047780137 -0.171515888 -0.002380111
gestage_all evercigpreg alpha deliver
0.567379328 2.781066902 2.548005776 -4.154943990 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.154014e+01 -2.173454e-01 -7.119156e-01 -1.434626e-01 -7.700402e-04
gestage_all evercigpreg alpha deliver
3.962533e-01 -1.593124e+00 3.045609e-02 5.591621e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-7.5858309875 -0.1467903414 0.3534039585 -0.1041430685 -0.0007767051
gestage_all evercigpreg alpha deliver
0.2966517989 0.8527524376 -0.5043184826 0.6376222848 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-7.5858309875 -0.1467903414 0.3534039585 -0.1041430685 -0.0007767051
gestage_all evercigpreg alpha deliver
0.2966517989 0.8527524376 -0.5043184826 0.6376222848 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
5.0483611591 0.0862644491 0.9372864784 -0.0269825086 0.0005471789
gestage_all evercigpreg alpha deliver
-0.2059644619 -0.8564576302 -1.9066450310 0.5438768308 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
5.0483611591 0.0862644491 0.9372864784 -0.0269825086 0.0005471789
gestage_all evercigpreg alpha deliver
-0.2059644619 -0.8564576302 -1.9066450310 0.5438768308 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
2.7592017730 -0.0986651388 0.4631613265 -0.0645410809 0.0006817107
gestage_all evercigpreg alpha deliver
-0.2615877510 -3.8399601820 1.3946213173 -1.8751534673 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
5.954318377 0.336134918 -0.508700874 -0.035267656 0.003795047
gestage_all evercigpreg alpha deliver
-1.042720222 5.045307743 2.612724051 1.269690914 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-9.6490573558 0.0488405810 -0.3137608567 0.0204788723 -0.0002799554
gestage_all evercigpreg alpha deliver
0.1596843378 -2.5090318011 -1.0098776354 0.9521271796 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-9.6490573558 0.0488405810 -0.3137608567 0.0204788723 -0.0002799554
gestage_all evercigpreg alpha deliver
0.1596843378 -2.5090318011 -1.0098776354 0.9521271796 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
33.815552326 -0.284668631 -0.792802636 0.034884610 0.001022187
gestage_all evercigpreg alpha deliver
-1.204658065 -1.726669441 1.924164440 1.892717205 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.628709929 -0.150024431 0.055090897 0.045345066 0.001260553
gestage_all evercigpreg alpha deliver
-0.176623720 -1.289253363 1.304079945 -0.251722926 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.628709929 -0.150024431 0.055090897 0.045345066 0.001260553
gestage_all evercigpreg alpha deliver
-0.176623720 -1.289253363 1.304079945 -0.251722926 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.465256584 -0.073402921 1.209918285 0.066699279 0.001470594
gestage_all evercigpreg alpha deliver
-0.376890464 -0.716303362 2.754938381 -0.134383549 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.7611109147 -0.1547791222 2.2885596340 0.0264248627 -0.0003684343
gestage_all evercigpreg alpha deliver
-0.1661341932 1.9486658001 2.5543402121 -0.5662359395 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.150218e+01 2.004430e-02 -2.408111e-01 1.376764e-01 -4.306253e-04
gestage_all evercigpreg alpha deliver
-9.113070e-02 -3.345546e-01 6.619623e-01 8.794196e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
14.2259683214 -0.1649284316 1.1847229674 -0.0565934962 -0.0005506657
gestage_all evercigpreg alpha deliver
-0.4325821569 0.4885360897 0.4486178838 0.3087250183 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
14.2259683214 -0.1649284316 1.1847229674 -0.0565934962 -0.0005506657
gestage_all evercigpreg alpha deliver
-0.4325821569 0.4885360897 0.4486178838 0.3087250183 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-3.305779e+01 -5.705407e-02 1.358382e+00 6.679819e-02 -2.649793e-04
gestage_all evercigpreg alpha deliver
4.702552e-01 -3.360781e+00 3.499519e+00 6.950965e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-39.944127343 -0.762935216 -2.888560524 -0.291095820 0.001100081
gestage_all evercigpreg alpha deliver
0.902624999 -17.262408452 3.542802296 1.734561705 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-10.338590845 -0.452142531 -1.109750967 -0.023482287 0.001205548
gestage_all evercigpreg alpha deliver
0.070577394 -3.259377963 -0.271154766 0.108593212 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.569786e+01 1.418370e-01 3.671665e-01 -6.157942e-02 -3.631883e-04
gestage_all evercigpreg alpha deliver
4.393098e-01 -1.527997e+01 3.209629e+00 -1.897258e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
2.669560e+00 -2.269161e-01 -8.167756e-01 -1.344371e-01 6.400595e-04
gestage_all evercigpreg alpha deliver
-3.419287e-01 -1.778856e+01 2.213992e+00 2.031260e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
5.229315690 0.148182663 -1.326498972 -0.052997836 0.001656547
gestage_all evercigpreg alpha deliver
-0.412488323 -0.903290884 -0.898914519 0.660990220 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
5.229315690 0.148182663 -1.326498972 -0.052997836 0.001656547
gestage_all evercigpreg alpha deliver
-0.412488323 -0.903290884 -0.898914519 0.660990220 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
3.255301601 -0.335147642 1.997562937 0.112007306 -0.001285282
gestage_all evercigpreg alpha deliver
-0.144137611 -2.413520964 1.038827336 -4.304552272 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.793772e+01 -1.188697e-02 5.716520e-01 -2.734322e-02 -6.171973e-04
gestage_all evercigpreg alpha deliver
1.805588e-01 1.880918e+00 2.956544e+00 8.879233e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
66.3514898571 -0.0328461525 -4.9698951896 0.0195787698 0.0005428296
gestage_all evercigpreg alpha deliver
-2.1275399466 0.2585334737 0.9876297764 1.8690920031 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-31.58523545 0.16043918 -1.17974718 0.21479816 -0.00295345
gestage_all evercigpreg alpha deliver
0.81410410 1.06831005 -1.06847350 -1.92824338 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
11.138414805 -0.102109767 0.708041744 -0.207420261 0.002234929
gestage_all evercigpreg alpha deliver
-0.652625230 -14.337665934 0.417631342 -0.025309165 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-5.8791227362 0.0450512367 -0.4934755159 -0.0500810814 0.0004884909
gestage_all evercigpreg alpha deliver
0.0565577572 -0.3181633965 -0.4597722913 0.1245615644 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-5.8791227362 0.0450512367 -0.4934755159 -0.0500810814 0.0004884909
gestage_all evercigpreg alpha deliver
0.0565577572 -0.3181633965 -0.4597722913 0.1245615644 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
11.687027418 -0.031516635 -0.728983371 0.043544580 -0.000354192
gestage_all evercigpreg alpha deliver
-0.551600528 -0.511736434 0.930082613 0.374918917 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
46.574352109 -0.160734123 4.078523367 -0.697559832 0.005610194
gestage_all evercigpreg alpha deliver
-1.526398938 0.281759628 2.701228024 -1.974441559 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.819151e+00 2.095812e-01 -1.538551e+00 5.051316e-03 4.564501e-04
gestage_all evercigpreg alpha deliver
-2.753452e-01 -1.594546e+01 1.139390e+00 4.221806e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-9.285075033 -0.088921660 -0.248703988 0.042827821 -0.001512636
gestage_all evercigpreg alpha deliver
0.181138621 -15.349581769 -0.050191888 -2.449912802 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
29.215938591 -0.386654364 1.641920873 -0.456734480 0.001937343
gestage_all evercigpreg alpha deliver
-1.067880567 -1.070567739 0.795721068 5.380083144 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-13.130626674 -0.515937408 -0.286956684 -0.279082228 -0.001828989
gestage_all evercigpreg alpha deliver
0.337732363 -2.499335827 4.052252164 1.699378913 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
9.10396646 -0.10941370 -0.48572779 0.08753452 0.00206689
gestage_all evercigpreg alpha deliver
-0.46724087 -6.75397078 0.44831531 -4.74075787 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-3.535039e+01 -1.104463e-02 8.483016e-01 1.946596e-01 9.201923e-04
gestage_all evercigpreg alpha deliver
3.755416e-01 -1.471559e+01 2.517654e+00 -2.684884e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-29.097605884 0.053339234 1.263327955 -0.063331601 -0.001846477
gestage_all evercigpreg alpha deliver
0.536612203 0.640712377 2.271994921 -0.891699008 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
25.798304835 -0.355562726 0.272124523 -0.217815057 0.001775788
gestage_all evercigpreg alpha deliver
-0.853814593 -6.128973181 3.260587029 -0.658440491 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.392642171 0.249583075 0.304712136 -0.103032798 -0.002077918
gestage_all evercigpreg alpha deliver
0.199428224 -13.843140314 -2.418172833 -1.736643799 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
14.227403431 -0.716997357 4.043774773 0.191854965 0.003173627
gestage_all evercigpreg alpha deliver
-0.858831491 -0.495125389 0.563810182 -2.607821995 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
48.527484914 0.922328586 -4.041943990 -0.379049902 -0.001284491
gestage_all evercigpreg alpha deliver
-1.169831002 2.144166282 -4.493692300 2.319629219 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-8.762633598 0.104237524 4.112486517 -0.267717543 -0.001017701
gestage_all evercigpreg alpha deliver
0.246197366 -17.340995144 -0.775142799 0.420653861 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
31.170836083 0.321081624 -1.835661031 -0.239630010 0.001794491
gestage_all evercigpreg alpha deliver
-1.162672328 0.544959073 1.156761197 3.331461960 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-9.4088655996 -0.0334542963 0.4185698877 0.0434221303 0.0005223001
gestage_all evercigpreg alpha deliver
-0.2273122229 1.7739716021 4.3201035445 0.6333975141 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-0.978051386 -0.242512481 -0.413851485 -0.058470880 0.000997758
gestage_all evercigpreg alpha deliver
-0.180327151 -17.149378291 -0.484873047 0.696242157 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-15.127218957 0.033095702 1.779527656 0.139045909 0.001789864
gestage_all evercigpreg alpha deliver
-0.215686449 -14.153476950 3.299647281 -1.935487978 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.133392e+01 1.517807e-01 1.767273e+00 7.110724e-02 -8.444629e-04
gestage_all evercigpreg alpha deliver
7.706033e-01 4.270049e+00 1.632640e+00 2.814140e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.133392e+01 1.517807e-01 1.767273e+00 7.110724e-02 -8.444629e-04
gestage_all evercigpreg alpha deliver
7.706033e-01 4.270049e+00 1.632640e+00 2.814140e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.686087e+01 1.515265e-01 9.193014e-01 3.589548e-02 -6.657711e-05
gestage_all evercigpreg alpha deliver
2.291964e-01 -1.760466e+00 -4.808724e-01 8.163809e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.686087e+01 1.515265e-01 9.193014e-01 3.589548e-02 -6.657711e-05
gestage_all evercigpreg alpha deliver
2.291964e-01 -1.760466e+00 -4.808724e-01 8.163809e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.1857197875 0.0283778441 -0.1758096176 -0.0848755021 -0.0002532142
gestage_all evercigpreg alpha deliver
0.0238051902 -0.9102302977 -0.0831460861 0.5975253551 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.1857197875 0.0283778441 -0.1758096176 -0.0848755021 -0.0002532142
gestage_all evercigpreg alpha deliver
0.0238051902 -0.9102302977 -0.0831460861 0.5975253551 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-23.726011801 -0.109481735 1.953181653 -0.017063165 -0.001903492
gestage_all evercigpreg alpha deliver
0.477410752 -15.984461429 2.905458287 -1.451038071 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
6.9805061606 0.2098209114 -1.7164261188 -0.1386073574 0.0002114262
gestage_all evercigpreg alpha deliver
-0.3040519988 -0.6831385116 0.2684131278 -0.4050967829 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
17.664802243 -0.356772041 1.363208717 -0.099845978 0.000164468
gestage_all evercigpreg alpha deliver
-0.595035763 -3.376606160 1.046009395 1.626528497 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.284879e+01 -4.865106e-02 1.803568e+00 -6.302760e-02 -5.231822e-04
gestage_all evercigpreg alpha deliver
4.741358e-01 1.496507e+00 -9.259603e-01 -6.728002e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-6.3476914208 -0.0003238254 -0.4438682469 0.0104886828 0.0002911887
gestage_all evercigpreg alpha deliver
0.0312022541 -1.2121423248 -0.2696631171 0.4131367307 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-6.3476914208 -0.0003238254 -0.4438682469 0.0104886828 0.0002911887
gestage_all evercigpreg alpha deliver
0.0312022541 -1.2121423248 -0.2696631171 0.4131367307 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
1.426996023 0.263190559 -1.536572841 -0.063106425 -0.002619824
gestage_all evercigpreg alpha deliver
-0.173047356 -14.359007748 -1.726650985 2.737240834 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.258496e+01 2.608228e-01 -1.797726e-01 -9.692037e-02 9.491881e-04
gestage_all evercigpreg alpha deliver
-1.762766e-01 -1.493700e+01 1.584312e+00 1.842703e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.408317e+01 -2.598959e-01 1.258879e+00 -2.476929e-01 -9.824174e-04
gestage_all evercigpreg alpha deliver
5.991853e-01 -3.666167e+00 6.125156e-01 1.874406e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-4.323971282 -0.449127466 1.516256582 -0.080587725 0.001562928
gestage_all evercigpreg alpha deliver
-0.296957513 -4.478732693 4.279060450 1.517163699 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-39.538912509 -0.475845080 3.087468528 -0.091054263 -0.005533241
gestage_all evercigpreg alpha deliver
0.970868133 1.981955275 5.099095877 2.248139532 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-2.091949e+01 -1.738239e-02 6.861679e-01 -1.694542e-03 -4.883271e-04
gestage_all evercigpreg alpha deliver
9.270724e-02 2.446049e+00 4.362526e+00 1.024380e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-1.312467e+01 -2.063067e-01 1.421373e+00 -2.165534e-01 -5.267978e-04
gestage_all evercigpreg alpha deliver
2.171195e-01 3.123450e-01 2.723871e+00 -6.107962e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) mono bbymale enrollment_age imrbthwghtg_all
-28.533463211 -0.185059544 1.208330651 -0.123067765 -0.001853257
gestage_all evercigpreg alpha deliver
0.451382919 1.984487183 5.072718322 1.381204358 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimatecolnames(rrbcell)=c("coef","pvalue","lower","upper")
fdr=p.adjust(rrbcell[,2],method = "BH")
rrbcell=data.frame(microbe,rrbcell,fdr)
rrbcell=rrbcell[order(rrbcell[,3]),]
rrbcellfdr=rrbcell[which(rrbcell[,6]<0.4),]
rrbcellfdr microbe coef pvalue lower upper fdr
3 Bifidobacterium -0.13236 0.01525392 -0.2392826 -0.02543741 0.2898245options(warn = 2)
m=ncol(longidata)-2
n=nrow(longidata)
name=colnames(longidata)[-c(1,2)]
microbe=c()
rrbcell=data.frame()
for (k in 1:m) {
y1=longidata[,k+2]
y2=apply(longidata[,-c(1,2,k+2)],1,sum)
fm=try({gee(cbind(y1,y2)~nk + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longink,family="binomial",corstr="exchangeable")},silent = T)
if (inherits(fm,"try-error")){
next()
}else{
fm=gee(cbind(y1,y2)~nk + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longink,family="binomial",corstr="exchangeable")
a=summary(fm)
r1=a$coefficients[2,1]
r2=2*(1-pnorm(abs(a$coefficients[2,5])))
r3= c(r1-1.96*a$coefficients[2,4],r1+ 1.96*a$coefficients[2,4])
rr=c(r1,r2,r3)
microbe=c(microbe,name[k])
rrbcell=rbind(rrbcell,rr)
}
}Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-11.931102710 -0.154879630 1.156449297 -0.217124587 -0.002525621
gestage_all evercigpreg alpha deliver
0.496433323 -1.064484812 0.651419819 -1.055321080 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.153495e+01 9.117276e-02 -1.638522e+00 -3.165472e-02 -9.709266e-04
gestage_all evercigpreg alpha deliver
1.945254e-01 -1.618392e+00 -2.208029e-01 1.998488e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.153495e+01 9.117276e-02 -1.638522e+00 -3.165472e-02 -9.709266e-04
gestage_all evercigpreg alpha deliver
1.945254e-01 -1.618392e+00 -2.208029e-01 1.998488e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-7.962670334 0.042610731 1.169363126 -0.248407469 -0.001012824
gestage_all evercigpreg alpha deliver
0.220426096 -0.885212168 2.670132706 -1.608689576 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-28.042550417 0.022264874 -0.101881657 0.287175478 0.001848312
gestage_all evercigpreg alpha deliver
0.110855526 -2.055123335 2.544195440 -3.315833862 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-9.696962e+00 7.144001e-02 -8.379788e-01 8.684539e-02 -7.819164e-04
gestage_all evercigpreg alpha deliver
-2.509827e-02 -1.566272e+01 2.656773e-01 5.672749e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-9.609620e+00 -6.242175e-02 -4.236585e+00 -3.190656e-01 -3.665075e-04
gestage_all evercigpreg alpha deliver
1.610170e-01 -1.700329e+01 -6.860208e-01 4.679595e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.4034774587 0.0049267788 0.1528422252 -0.0022146779 0.0002843982
gestage_all evercigpreg alpha deliver
-0.1200023252 -0.4186497928 2.8148294062 0.0136829756 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.4034774587 0.0049267788 0.1528422252 -0.0022146779 0.0002843982
gestage_all evercigpreg alpha deliver
-0.1200023252 -0.4186497928 2.8148294062 0.0136829756 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-11.710397684 0.007516894 1.326616787 0.002248038 -0.001331431
gestage_all evercigpreg alpha deliver
0.083483014 0.163677705 1.935504272 -0.858126276 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-13.804069980 0.214601076 0.083328225 -0.645153290 -0.001136877
gestage_all evercigpreg alpha deliver
0.412460706 -15.976900575 2.658076778 2.510737704 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.253808e+01 -7.114318e-02 -2.945914e-01 -8.860366e-02 -4.468941e-04
gestage_all evercigpreg alpha deliver
2.133888e-01 -1.649555e+01 -5.378842e-01 7.084066e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-31.632254580 0.094649002 -1.807122101 -0.288898473 -0.002270236
gestage_all evercigpreg alpha deliver
0.897929252 -15.568765870 0.927614756 -0.439220790 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
6.5812786057 -0.0112346301 -0.3821428102 0.0052740541 0.0005600386
gestage_all evercigpreg alpha deliver
-0.1804441221 -0.3711888722 -0.8579089169 -1.1878375367 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
6.5812786057 -0.0112346301 -0.3821428102 0.0052740541 0.0005600386
gestage_all evercigpreg alpha deliver
-0.1804441221 -0.3711888722 -0.8579089169 -1.1878375367 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.5037778802 -0.1437551805 -0.0870119935 0.0841289723 -0.0003951546
gestage_all evercigpreg alpha deliver
0.0486962740 -0.6924770458 -0.5226256794 -0.6542887685 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.5037778802 -0.1437551805 -0.0870119935 0.0841289723 -0.0003951546
gestage_all evercigpreg alpha deliver
0.0486962740 -0.6924770458 -0.5226256794 -0.6542887685 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.0607259071 0.0213772857 0.1491850381 -0.1214128471 0.0001879318
gestage_all evercigpreg alpha deliver
0.0718861342 -0.3934654980 1.5841822708 0.8576607587 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.0607259071 0.0213772857 0.1491850381 -0.1214128471 0.0001879318
gestage_all evercigpreg alpha deliver
0.0718861342 -0.3934654980 1.5841822708 0.8576607587 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-8.125095372 -0.189847863 -0.743595530 -0.220631079 -0.002213029
gestage_all evercigpreg alpha deliver
0.399380820 -1.609021786 -0.531166312 -0.205419574 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-12.35748666 0.04557323 -0.59300624 -0.01207233 0.00109054
gestage_all evercigpreg alpha deliver
-0.01709803 -1.89355997 2.24757146 -1.88114408 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
9.709696e+00 -1.236986e-01 -3.155032e-01 -7.081750e-02 -9.101219e-04
gestage_all evercigpreg alpha deliver
-3.352386e-01 -1.600048e+01 7.577464e-01 -2.055377e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.016413e+01 3.223488e-02 2.207559e-01 -1.073599e-01 -6.609112e-04
gestage_all evercigpreg alpha deliver
2.986158e-01 -1.556981e+01 6.277130e-01 8.241426e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.291313231 0.081193939 0.469600412 0.087708847 -0.000650103
gestage_all evercigpreg alpha deliver
-0.193495313 1.647183122 1.239303333 -0.776586532 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.061001e+01 2.004535e-01 -8.987975e-01 -1.105109e-01 1.435196e-05
gestage_all evercigpreg alpha deliver
2.689041e-01 9.951849e-01 5.147760e-01 3.464727e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-12.928936401 0.014425360 0.711540827 0.046657706 -0.001626211
gestage_all evercigpreg alpha deliver
0.351796828 0.873785341 -0.026143591 -0.552957434 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-12.928936401 0.014425360 0.711540827 0.046657706 -0.001626211
gestage_all evercigpreg alpha deliver
0.351796828 0.873785341 -0.026143591 -0.552957434 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.1563586135 -0.0213138518 -0.5661207321 -0.0461133091 -0.0009563473
gestage_all evercigpreg alpha deliver
0.0010642408 0.0993545817 1.3897029860 0.7459123465 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.1563586135 -0.0213138518 -0.5661207321 -0.0461133091 -0.0009563473
gestage_all evercigpreg alpha deliver
0.0010642408 0.0993545817 1.3897029860 0.7459123465 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-22.753135475 0.033785347 -0.310669204 -0.201176527 -0.001220524
gestage_all evercigpreg alpha deliver
0.730456287 -2.445743743 -0.736212574 1.970508858 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-22.753135475 0.033785347 -0.310669204 -0.201176527 -0.001220524
gestage_all evercigpreg alpha deliver
0.730456287 -2.445743743 -0.736212574 1.970508858 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.679277e+01 -7.198824e-02 1.209658e-01 -1.178034e-01 2.530308e-04
gestage_all evercigpreg alpha deliver
1.827362e-01 2.290760e+00 2.943076e+00 3.279265e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
19.855408497 -0.078167325 -3.332147271 -0.431612184 0.003593946
gestage_all evercigpreg alpha deliver
-0.792897810 -2.653759844 1.374652618 2.996923580 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-8.3640001 0.2132361 6.7586510 -0.1808314 -0.0002246
gestage_all evercigpreg alpha deliver
-0.1046134 -9.2598649 4.7584278 -5.0142610 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-7.682911458 -0.555385300 -0.805024376 0.045075550 -0.001224379
gestage_all evercigpreg alpha deliver
0.174835613 -3.276866725 -0.632934157 -0.858993318 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.712161e+01 -3.301125e-01 -2.437297e+00 -2.524527e-01 -9.287211e-04
gestage_all evercigpreg alpha deliver
1.491144e+00 1.410861e+00 5.749137e+00 1.876243e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-17.539589005 -0.047903210 -1.076727772 0.097548113 0.000324966
gestage_all evercigpreg alpha deliver
0.084037249 -15.319735770 -0.679700796 0.213656472 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-5.442994e+00 -6.435239e-03 -2.808967e-01 -1.236537e-01 -2.623643e-06
gestage_all evercigpreg alpha deliver
-1.025252e-02 -1.113475e+00 1.468014e+00 3.086948e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-15.944321994 0.208512998 2.690977065 -0.156869389 -0.002025797
gestage_all evercigpreg alpha deliver
0.390633097 2.670200949 3.110114680 -4.283225952 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.578995e+01 -9.067072e-02 -9.380992e-01 -1.471226e-01 -9.292593e-04
gestage_all evercigpreg alpha deliver
4.833078e-01 -1.267673e+00 1.679825e-02 7.117025e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.578995e+01 -9.067072e-02 -9.380992e-01 -1.471226e-01 -9.292593e-04
gestage_all evercigpreg alpha deliver
4.833078e-01 -1.267673e+00 1.679825e-02 7.117025e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.044313e+01 -2.854858e-03 2.426779e-01 -9.527608e-02 -8.181947e-04
gestage_all evercigpreg alpha deliver
3.360469e-01 1.144607e+00 -5.376422e-01 5.865635e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.044313e+01 -2.854858e-03 2.426779e-01 -9.527608e-02 -8.181947e-04
gestage_all evercigpreg alpha deliver
3.360469e-01 1.144607e+00 -5.376422e-01 5.865635e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
7.5663797279 -0.1046058394 0.8120784268 -0.0284171014 0.0003588209
gestage_all evercigpreg alpha deliver
-0.2138404594 -0.8442596485 -1.7307260145 0.3989286241 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
7.5663797279 -0.1046058394 0.8120784268 -0.0284171014 0.0003588209
gestage_all evercigpreg alpha deliver
-0.2138404594 -0.8442596485 -1.7307260145 0.3989286241 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-0.590215834 0.047514901 0.464108233 -0.070998941 0.000739765
gestage_all evercigpreg alpha deliver
-0.210779869 -3.241779069 1.338659094 -1.721879642 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
13.9383033870 -0.0280967335 0.4878101738 -0.0004487035 0.0032563015
gestage_all evercigpreg alpha deliver
-1.1096915353 3.7566951372 2.1716062140 0.8036685296 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.342895e+01 2.423080e-01 2.162056e-01 6.925058e-02 3.352213e-04
gestage_all evercigpreg alpha deliver
1.243740e-01 -2.360888e+00 -1.232803e+00 1.042247e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.342895e+01 2.423080e-01 2.162056e-01 6.925058e-02 3.352213e-04
gestage_all evercigpreg alpha deliver
1.243740e-01 -2.360888e+00 -1.232803e+00 1.042247e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
26.949320159 0.246947786 -0.683606170 -0.029737192 0.001814199
gestage_all evercigpreg alpha deliver
-1.166237167 0.233960060 1.440212277 2.724410399 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-8.887484613 0.048977614 0.015759762 0.049843977 0.001245606
gestage_all evercigpreg alpha deliver
-0.065595346 -0.587721635 1.237346201 -0.092029903 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-8.887484613 0.048977614 0.015759762 0.049843977 0.001245606
gestage_all evercigpreg alpha deliver
-0.065595346 -0.587721635 1.237346201 -0.092029903 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-7.994339524 0.026652530 1.209284739 0.063629366 0.001501558
gestage_all evercigpreg alpha deliver
-0.309396630 -0.266019562 2.690651882 -0.045064974 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.4861668560 0.0228753930 1.8482555894 0.0165920224 -0.0001956757
gestage_all evercigpreg alpha deliver
-0.0827848350 2.4017992548 2.4237094474 -0.4403990167 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.4861668560 0.0228753930 1.8482555894 0.0165920224 -0.0001956757
gestage_all evercigpreg alpha deliver
-0.0827848350 2.4017992548 2.4237094474 -0.4403990167 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.090811e+01 2.972392e-03 -2.055496e-01 1.403694e-01 -4.165339e-04
gestage_all evercigpreg alpha deliver
-1.051024e-01 -3.818303e-01 6.725365e-01 8.397616e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
11.7975905140 -0.0508333309 0.8662931596 -0.0764892359 -0.0006507148
gestage_all evercigpreg alpha deliver
-0.3729908120 0.7561624340 0.2899107201 0.5634191265 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
11.7975905140 -0.0508333309 0.8662931596 -0.0764892359 -0.0006507148
gestage_all evercigpreg alpha deliver
-0.3729908120 0.7561624340 0.2899107201 0.5634191265 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-3.269297e+01 -1.273136e-01 1.333485e+00 5.312054e-02 -5.500212e-04
gestage_all evercigpreg alpha deliver
4.952845e-01 -3.423692e+00 3.605794e+00 7.062259e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-5.657391e+01 4.567533e-02 -4.120817e+00 -2.591144e-01 5.109448e-04
gestage_all evercigpreg alpha deliver
1.254750e+00 -1.582737e+01 1.762740e+00 2.497369e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.086876e+01 -3.012252e-03 -1.362470e+00 -1.579393e-02 8.412283e-04
gestage_all evercigpreg alpha deliver
2.643679e-01 -2.307044e+00 -2.685550e-01 1.682167e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.900144e+01 -3.237026e-01 5.635991e-01 -7.902374e-02 -5.457899e-04
gestage_all evercigpreg alpha deliver
3.507807e-01 -1.686456e+01 3.644041e+00 -1.916763e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
2.008547e+00 2.146257e-02 -1.247698e+00 -1.408861e-01 8.356015e-04
gestage_all evercigpreg alpha deliver
-3.888103e-01 -1.707567e+01 1.985523e+00 2.367189e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
8.962471032 -0.088733562 -1.416689063 -0.042591802 0.001649267
gestage_all evercigpreg alpha deliver
-0.456974090 -1.290321398 -0.857479622 0.426841656 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
8.962471032 -0.088733562 -1.416689063 -0.042591802 0.001649267
gestage_all evercigpreg alpha deliver
-0.456974090 -1.290321398 -0.857479622 0.426841656 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-3.759859446 -0.243603473 1.989565149 0.077844169 -0.001776218
gestage_all evercigpreg alpha deliver
0.071454691 -1.302066654 0.545895013 -3.902519676 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-18.321840215 0.021450355 0.558246068 -0.025161666 -0.000544342
gestage_all evercigpreg alpha deliver
0.176943367 1.993819280 2.940541634 0.879649358 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
2.572944119 0.629860794 -4.266006679 0.399663362 -0.002014007
gestage_all evercigpreg alpha deliver
-0.709383959 5.412853155 0.505050167 0.957432327 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-23.838889759 -0.001483144 -1.027102892 0.215442699 -0.002936421
gestage_all evercigpreg alpha deliver
0.665390018 0.351560120 -1.110874898 -2.272086993 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
9.033390122 -0.031354738 0.575288111 -0.214385473 0.002051263
gestage_all evercigpreg alpha deliver
-0.594162942 -14.390169030 0.369371563 0.034339066 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.0552040736 0.0925873972 -0.2996666004 -0.0411483972 0.0006452043
gestage_all evercigpreg alpha deliver
0.0307275957 -0.3302302821 -0.4592267792 0.1626882196 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.0552040736 0.0925873972 -0.2996666004 -0.0411483972 0.0006452043
gestage_all evercigpreg alpha deliver
0.0307275957 -0.3302302821 -0.4592267792 0.1626882196 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
13.1602205421 -0.0806722464 -0.8849482774 0.0381219207 -0.0004273573
gestage_all evercigpreg alpha deliver
-0.5759276842 -0.6637818516 0.9319423766 0.5155240963 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
51.947697377 0.064978903 3.822383032 -0.705850459 0.005634813
gestage_all evercigpreg alpha deliver
-1.715851339 0.023586383 2.808899513 -1.716189793 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
5.748168e+00 -1.983321e-02 -1.323966e+00 1.936000e-02 4.093577e-04
gestage_all evercigpreg alpha deliver
-4.141355e-01 -1.684908e+01 1.293371e+00 -5.512644e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-12.173557822 -0.014843692 -0.288356014 0.036424959 -0.001538803
gestage_all evercigpreg alpha deliver
0.241453717 -15.060505415 -0.103762442 -2.297633541 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
39.744585109 0.225740777 0.807288576 -0.399365415 0.004288526
gestage_all evercigpreg alpha deliver
-1.718414242 0.167980689 0.533677158 5.813185857 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-14.801059365 0.019606542 -1.392875151 -0.235106284 -0.001540771
gestage_all evercigpreg alpha deliver
0.257376680 -0.930012105 2.922166101 2.172177333 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
4.467037472 0.009708555 -0.559884651 0.089330796 0.002020751
gestage_all evercigpreg alpha deliver
-0.373969450 -6.210484511 0.393330368 -4.652684727 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.950635e+01 -1.811903e-01 9.555203e-01 1.800188e-01 8.756609e-04
gestage_all evercigpreg alpha deliver
2.746271e-01 -1.501393e+01 2.449969e+00 -2.972799e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-31.724553507 0.223912613 1.905807868 -0.041555378 -0.001457707
gestage_all evercigpreg alpha deliver
0.513135469 1.556670027 2.354653797 -1.115015143 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
26.271652580 -0.104228348 -0.215330607 -0.232782998 0.002013966
gestage_all evercigpreg alpha deliver
-0.930796458 -5.035673477 2.891711242 -0.336734502 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-3.295252370 -0.555975290 1.188180747 -0.021849685 -0.003976194
gestage_all evercigpreg alpha deliver
0.387416500 -13.937489282 -1.555300373 -2.925868114 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-21.041052020 0.278046694 4.303132436 0.218764096 0.002403261
gestage_all evercigpreg alpha deliver
-0.114476597 0.449619889 -0.205570627 -1.930490861 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
35.06839624 0.04970248 -1.99015383 -0.17734559 -0.00129013
gestage_all evercigpreg alpha deliver
-0.72231819 -0.11786859 -2.55216579 -0.50140557 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-5.876333326 -0.089931322 4.310575274 -0.307656913 -0.001276328
gestage_all evercigpreg alpha deliver
0.253086937 -16.744199682 -0.621440903 0.513053972 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
31.54455859 0.05262261 -0.88525027 -0.18528044 0.00163719
gestage_all evercigpreg alpha deliver
-1.11084946 -0.18406353 1.22753105 2.38172574 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-9.4366970504 -0.0473069666 0.3176794955 0.0386034120 0.0004758988
gestage_all evercigpreg alpha deliver
-0.2240192718 1.7243585999 4.3952908212 0.6802983398 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-5.836879e+00 -2.578704e-02 -5.800935e-01 -5.787203e-02 7.757713e-04
gestage_all evercigpreg alpha deliver
-8.721271e-02 -1.672400e+01 -5.337862e-01 7.439547e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-15.098689023 0.074223901 1.947419562 0.135633417 0.001813544
gestage_all evercigpreg alpha deliver
-0.218988499 -14.424751145 3.206296898 -1.851060065 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-3.571529e+01 -5.319846e-02 2.295184e+00 5.147155e-02 -9.850325e-04
gestage_all evercigpreg alpha deliver
6.904010e-01 3.937819e+00 1.614356e+00 3.385247e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.055580e+01 -6.147722e-02 8.976463e-01 3.297749e-02 -1.240561e-04
gestage_all evercigpreg alpha deliver
1.247059e-01 -1.898955e+00 -3.715138e-01 -5.685357e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.055580e+01 -6.147722e-02 8.976463e-01 3.297749e-02 -1.240561e-04
gestage_all evercigpreg alpha deliver
1.247059e-01 -1.898955e+00 -3.715138e-01 -5.685357e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-0.7616589316 0.0338520441 -0.1097778922 -0.0823449835 -0.0001811438
gestage_all evercigpreg alpha deliver
0.0051337587 -0.9322169992 -0.0738280061 0.5773149659 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-0.7616589316 0.0338520441 -0.1097778922 -0.0823449835 -0.0001811438
gestage_all evercigpreg alpha deliver
0.0051337587 -0.9322169992 -0.0738280061 0.5773149659 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-35.031377086 0.263537577 2.847066656 0.010933284 -0.001325996
gestage_all evercigpreg alpha deliver
0.605167695 -14.109643978 2.712978851 -1.415390424 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
1.057426e+01 8.157438e-02 -1.384829e+00 -1.273757e-01 9.805782e-05
gestage_all evercigpreg alpha deliver
-3.486424e-01 -1.426200e+00 3.726970e-01 -9.265063e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
20.250932358 0.192626459 0.926184958 -0.144393266 0.001422369
gestage_all evercigpreg alpha deliver
-0.855287286 -2.720537835 0.654596656 2.316365168 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
5.116735964 0.348172609 1.672523441 -0.445310880 0.004688188
gestage_all evercigpreg alpha deliver
-0.911188344 -12.535030587 4.052189086 3.195519812 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.399215e+01 -1.450211e-02 1.793612e+00 -6.402232e-02 -5.806933e-04
gestage_all evercigpreg alpha deliver
5.029520e-01 1.573161e+00 -9.695284e-01 -7.289992e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-7.0640665397 0.0329536699 -0.3849045357 0.0138138187 0.0003401504
gestage_all evercigpreg alpha deliver
0.0355087100 -1.1711116606 -0.2747972237 0.4304740089 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-7.0640665397 0.0329536699 -0.3849045357 0.0138138187 0.0003401504
gestage_all evercigpreg alpha deliver
0.0355087100 -1.1711116606 -0.2747972237 0.4304740089 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
3.393033582 0.017635197 -1.103987760 -0.007054797 -0.002382718
gestage_all evercigpreg alpha deliver
-0.207112356 -14.888704855 -1.559511126 1.922086631 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.220228e+00 -3.403397e-01 1.710954e-01 -7.449994e-02 -2.897529e-05
gestage_all evercigpreg alpha deliver
-1.617496e-01 -1.591593e+01 1.880197e+00 1.373544e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
3.991602083 0.106446320 -2.716006597 0.098645794 0.004814494
gestage_all evercigpreg alpha deliver
-1.103968146 -14.037595886 3.567157804 3.465630185 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-3.323319e+01 1.149223e-01 1.075878e+00 -1.969426e-01 -7.966466e-04
gestage_all evercigpreg alpha deliver
7.030847e-01 -3.279119e+00 5.459511e-01 1.777832e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-3.914159954 -0.120781789 0.668713227 -0.071910919 0.001512191
gestage_all evercigpreg alpha deliver
-0.357007266 -3.602182266 3.696342450 1.645009589 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-52.857751119 -0.058569453 1.467654846 -0.006412694 -0.005904541
gestage_all evercigpreg alpha deliver
1.229603534 2.867345560 4.280991130 2.594558066 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-6.262933e+01 -4.043218e-02 1.295652e+00 -2.009673e-01 3.700725e-04
gestage_all evercigpreg alpha deliver
1.276576e+00 -1.428387e+01 4.054806e+00 -6.016937e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-2.111382e+01 -2.565181e-02 6.329036e-01 -3.800181e-03 -5.319927e-04
gestage_all evercigpreg alpha deliver
1.006385e-01 2.416761e+00 4.396735e+00 1.059571e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-23.758016805 0.248864793 -2.422027547 0.072897972 0.003950615
gestage_all evercigpreg alpha deliver
-0.309375093 -13.309650605 3.804723099 2.833262829 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-1.650368e+01 3.940119e-02 1.188787e+00 -2.081754e-01 -3.031392e-04
gestage_all evercigpreg alpha deliver
2.339710e-01 1.130059e+00 2.530391e+00 -6.493023e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nk bbymale enrollment_age imrbthwghtg_all
-30.637446813 -0.082845834 0.678499633 -0.109811869 -0.001844456
gestage_all evercigpreg alpha deliver
0.481795099 2.297150582 4.747387247 1.572154836 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimatecolnames(rrbcell)=c("coef","pvalue","lower","upper")
fdr=p.adjust(rrbcell[,2],method = "BH")
rrbcell=data.frame(microbe,rrbcell,fdr)
rrbcell=rrbcell[order(rrbcell[,3]),]
rrbcellfdr=rrbcell[which(rrbcell[,6]<0.3),]
rrbcellfdr microbe coef pvalue lower upper
4 Bifidobacterium -0.1434283 1.650503e-05 -0.20868993 -0.07816674
12 F__Enterobacteriaceae 0.2416072 7.318915e-03 0.06503946 0.41817499
fdr
4 0.0003301007
12 0.0731891467options(warn = 2)
m=ncol(longidata)-2
n=nrow(longidata)
name=colnames(longidata)[-c(1,2)]
microbe=c()
rrbcell=data.frame()
for (k in 1:m) {
y1=longidata[,k+2]
y2=apply(longidata[,-c(1,2,k+2)],1,sum)
fm=try({gee(cbind(y1,y2)~nrbc + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longinrbc,family="binomial",corstr="exchangeable")},silent = T)
if (inherits(fm,"try-error")){
next()
}else{
fm=gee(cbind(y1,y2)~nrbc + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longinrbc,family="binomial",corstr="exchangeable")
a=summary(fm)
r1=a$coefficients[2,1]
r2=2*(1-pnorm(abs(a$coefficients[2,5])))
r3= c(r1-1.96*a$coefficients[2,4],r1+ 1.96*a$coefficients[2,4])
rr=c(r1,r2,r3)
microbe=c(microbe,name[k])
rrbcell=rbind(rrbcell,rr)
}
}Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-4.3730991157 0.0954244799 -1.8985354247 -0.0192448058 -0.0006164856
gestage_all evercigpreg alpha deliver
-0.0211085269 -4.6540035331 -0.4582316994 1.9116666071 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-7.871071095 -0.040745198 1.317623205 -0.244466920 -0.001543526
gestage_all evercigpreg alpha deliver
0.286177845 0.372674857 2.647754312 -1.955687495 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-26.50489982 0.00955377 -0.14892045 0.28286926 0.00190774
gestage_all evercigpreg alpha deliver
0.07282908 -2.56928714 2.55175421 -3.34976555 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-6.629390555 -0.092092638 -0.898381975 0.047189404 -0.001231555
gestage_all evercigpreg alpha deliver
-0.008227264 -14.991457933 0.467142590 0.545178649 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
1.400363e+00 6.012969e-02 -3.883246e+00 -2.987280e-01 7.239631e-05
gestage_all evercigpreg alpha deliver
-1.664908e-01 -1.812896e+01 -8.925151e-01 3.941400e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-6.4613967319 0.0600801257 0.1149105148 0.0129827281 0.0007011444
gestage_all evercigpreg alpha deliver
-0.1923031171 -2.6934329566 2.9416096188 0.1430357941 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.162020e+01 6.535217e-02 1.147396e+00 3.658401e-02 -7.124746e-04
gestage_all evercigpreg alpha deliver
-2.447317e-02 -2.294471e+00 2.002194e+00 -6.158432e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.421659e+01 -2.143169e-02 -1.790198e-01 -8.514767e-02 -4.252068e-04
gestage_all evercigpreg alpha deliver
2.433383e-01 -1.633241e+01 -5.442782e-01 7.054617e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
6.5200813303 -0.0155075144 -0.3361628792 0.0043637050 0.0004956787
gestage_all evercigpreg alpha deliver
-0.1702578034 0.0284126500 -0.8352577261 -1.2666307898 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
6.5200813303 -0.0155075144 -0.3361628792 0.0043637050 0.0004956787
gestage_all evercigpreg alpha deliver
-0.1702578034 0.0284126500 -0.8352577261 -1.2666307898 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.4190316996 0.0166288911 0.0141656133 0.0924866681 -0.0001587579
gestage_all evercigpreg alpha deliver
0.0647063269 -0.8327970955 -0.5591194688 -0.5038225024 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.4190316996 0.0166288911 0.0141656133 0.0924866681 -0.0001587579
gestage_all evercigpreg alpha deliver
0.0647063269 -0.8327970955 -0.5591194688 -0.5038225024 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-7.2689774646 0.0447836301 0.1950794520 -0.1352438373 0.0003175589
gestage_all evercigpreg alpha deliver
0.0876653611 -1.5102827551 1.5717203557 1.0759300206 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-7.2689774646 0.0447836301 0.1950794520 -0.1352438373 0.0003175589
gestage_all evercigpreg alpha deliver
0.0876653611 -1.5102827551 1.5717203557 1.0759300206 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-8.414966214 -0.027451017 -0.778213129 -0.226097421 -0.002152742
gestage_all evercigpreg alpha deliver
0.381936852 -1.092314285 -0.341445262 -0.410727016 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-10.969706171 -0.005220761 -0.733281668 -0.014854966 0.001103669
gestage_all evercigpreg alpha deliver
-0.041155237 -1.932439408 2.277248682 -1.912969450 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.686088e+01 8.713862e-02 1.507793e-02 -1.051861e-01 -1.319906e-04
gestage_all evercigpreg alpha deliver
1.451263e-01 -1.807672e+01 7.316213e-01 8.862240e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
1.4048209818 -0.0102302119 0.3669451457 0.0767845560 -0.0008221823
gestage_all evercigpreg alpha deliver
-0.2201600903 1.6542865443 1.2300678582 -0.7677604282 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.820361e+01 -3.511388e-02 -1.497963e+00 -1.439745e-01 -8.312711e-04
gestage_all evercigpreg alpha deliver
3.575756e-01 7.397359e-01 6.529373e-01 3.457596e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-12.398590373 -0.008548666 0.701917442 0.043301995 -0.001701909
gestage_all evercigpreg alpha deliver
0.353241641 0.991027444 -0.007704059 -0.615272304 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-12.398590373 -0.008548666 0.701917442 0.043301995 -0.001701909
gestage_all evercigpreg alpha deliver
0.353241641 0.991027444 -0.007704059 -0.615272304 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.666967514 -0.019681902 -0.596532050 -0.049706016 -0.001005955
gestage_all evercigpreg alpha deliver
-0.003133950 0.705932689 1.451780080 0.653314012 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.666967514 -0.019681902 -0.596532050 -0.049706016 -0.001005955
gestage_all evercigpreg alpha deliver
-0.003133950 0.705932689 1.451780080 0.653314012 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-22.402017014 -0.003488206 -0.337588140 -0.207034460 -0.001298176
gestage_all evercigpreg alpha deliver
0.739283188 -2.489051961 -0.720840336 1.972514031 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-22.402017014 -0.003488206 -0.337588140 -0.207034460 -0.001298176
gestage_all evercigpreg alpha deliver
0.739283188 -2.489051961 -0.720840336 1.972514031 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-2.459946e+01 7.998390e-02 6.177762e-01 -1.638606e-01 5.563798e-04
gestage_all evercigpreg alpha deliver
3.337812e-01 2.714972e-01 2.887263e+00 9.715442e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
20.460687906 -0.058423420 -3.276318102 -0.425450762 0.003421944
gestage_all evercigpreg alpha deliver
-0.801259873 -1.410444101 1.445725333 2.985598881 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-19.40289982 -0.11608385 -0.61140161 0.03385587 -0.00200634
gestage_all evercigpreg alpha deliver
0.49562417 -2.03017827 -0.27473138 -1.07879624 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-2.818312e+01 -1.131848e-01 -2.647791e+00 -9.396242e-02 -4.136933e-04
gestage_all evercigpreg alpha deliver
4.664810e-01 4.670078e+00 4.417538e+00 -4.923199e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-2.031905e+01 -2.236850e-02 -9.377761e-01 1.007711e-01 2.595804e-04
gestage_all evercigpreg alpha deliver
1.509679e-01 -1.487798e+01 -6.478667e-01 2.345125e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.551831e+00 5.720401e-03 -2.759928e-01 -1.246749e-01 3.875842e-05
gestage_all evercigpreg alpha deliver
-1.353588e-02 -1.266990e+00 1.469002e+00 3.317077e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-14.814046829 0.129740079 1.728619988 -0.139156687 -0.001286684
gestage_all evercigpreg alpha deliver
0.280391413 -3.585576293 3.004088248 -3.152397273 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.563080e+01 3.461800e-02 -8.957083e-01 -1.440206e-01 -7.098354e-04
gestage_all evercigpreg alpha deliver
4.345032e-01 -1.814244e+00 1.473929e-02 7.066761e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.563080e+01 3.461800e-02 -8.957083e-01 -1.440206e-01 -7.098354e-04
gestage_all evercigpreg alpha deliver
4.345032e-01 -1.814244e+00 1.473929e-02 7.066761e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.016036e+01 -6.471847e-03 2.324134e-01 -9.279164e-02 -8.314766e-04
gestage_all evercigpreg alpha deliver
3.304555e-01 1.214542e+00 -5.184638e-01 5.248542e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.016036e+01 -6.471847e-03 2.324134e-01 -9.279164e-02 -8.314766e-04
gestage_all evercigpreg alpha deliver
3.304555e-01 1.214542e+00 -5.184638e-01 5.248542e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
6.8713755734 -0.0111172316 0.9741424846 -0.0255112154 0.0005352337
gestage_all evercigpreg alpha deliver
-0.2300411702 -0.9572102169 -1.8096550711 0.4632899819 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
6.8713755734 -0.0111172316 0.9741424846 -0.0255112154 0.0005352337
gestage_all evercigpreg alpha deliver
-0.2300411702 -0.9572102169 -1.8096550711 0.4632899819 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-0.1960798136 -0.0041031340 0.3912443826 -0.0688085511 0.0006461385
gestage_all evercigpreg alpha deliver
-0.2014579405 -3.2574147925 1.3189515956 -1.7764350325 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
11.687226285 0.035644813 1.274094672 0.003549113 0.003344178
gestage_all evercigpreg alpha deliver
-1.089295099 3.226777224 2.043432326 0.899995973 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.608404e+00 5.049774e-02 -4.475798e-01 2.863625e-02 -1.117167e-05
gestage_all evercigpreg alpha deliver
2.997279e-02 -3.206809e+00 -1.079561e+00 9.916795e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.608404e+00 5.049774e-02 -4.475798e-01 2.863625e-02 -1.117167e-05
gestage_all evercigpreg alpha deliver
2.997279e-02 -3.206809e+00 -1.079561e+00 9.916795e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
29.750741445 0.083023766 -1.087719398 -0.004202200 0.001518761
gestage_all evercigpreg alpha deliver
-1.209716430 -3.474025085 1.551449586 2.783063888 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-6.824325740 0.081437390 -0.111248027 0.049538479 0.001653193
gestage_all evercigpreg alpha deliver
-0.168436167 -3.620603723 1.303498700 -0.067675197 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-6.824325740 0.081437390 -0.111248027 0.049538479 0.001653193
gestage_all evercigpreg alpha deliver
-0.168436167 -3.620603723 1.303498700 -0.067675197 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-7.603444375 -0.028153070 1.119166464 0.061679894 0.001343183
gestage_all evercigpreg alpha deliver
-0.288486969 0.422852460 2.682893160 -0.130327865 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.6107103251 -0.0121021155 1.7154382389 0.0114603970 -0.0003159288
gestage_all evercigpreg alpha deliver
-0.0793398447 2.5928112522 2.4417283139 -0.5260880057 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.6107103251 -0.0121021155 1.7154382389 0.0114603970 -0.0003159288
gestage_all evercigpreg alpha deliver
-0.0793398447 2.5928112522 2.4417283139 -0.5260880057 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.064319e+01 -7.349813e-03 -2.161159e-01 1.367567e-01 -4.481528e-04
gestage_all evercigpreg alpha deliver
-1.038236e-01 -2.151667e-01 6.824399e-01 8.289914e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
9.399039e+00 7.773516e-02 1.022801e+00 -5.009693e-02 3.091447e-05
gestage_all evercigpreg alpha deliver
-4.326004e-01 -1.180119e+00 1.774093e-01 9.674035e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
9.399039e+00 7.773516e-02 1.022801e+00 -5.009693e-02 3.091447e-05
gestage_all evercigpreg alpha deliver
-4.326004e-01 -1.180119e+00 1.774093e-01 9.674035e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-3.533681e+01 4.925580e-02 1.313066e+00 6.828725e-02 -8.111428e-05
gestage_all evercigpreg alpha deliver
4.721972e-01 -4.727333e+00 3.627783e+00 8.903545e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-15.856153452 0.072697516 -1.435134304 -0.002824753 0.001122600
gestage_all evercigpreg alpha deliver
0.092428283 -4.591788783 -0.272106004 -0.085136631 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-2.061836e+01 -4.749929e-02 4.193156e-01 -7.940572e-02 -8.163846e-04
gestage_all evercigpreg alpha deliver
4.039831e-01 -1.428355e+01 3.478473e+00 -2.139716e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
1.537586e+00 2.629081e-02 -1.202072e+00 -1.442265e-01 8.588163e-04
gestage_all evercigpreg alpha deliver
-3.817783e-01 -1.791717e+01 2.014068e+00 2.399850e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
5.329526377 -0.097701237 -1.080522664 -0.048966657 0.001374221
gestage_all evercigpreg alpha deliver
-0.338990119 -0.778669942 -0.682692750 0.316028279 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-6.579182e+00 1.214065e-01 1.228745e+00 1.361979e-01 -6.115877e-05
gestage_all evercigpreg alpha deliver
-1.235479e-01 -5.610948e+00 6.483125e-01 -3.533541e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-20.225467083 0.020423316 0.716978632 -0.024985042 -0.000595762
gestage_all evercigpreg alpha deliver
0.224220818 1.396586524 2.882460212 1.027326337 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-23.893886072 0.008985522 -1.073919694 0.220442459 -0.002906513
gestage_all evercigpreg alpha deliver
0.659050447 0.027826608 -1.135636838 -2.266554823 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-4.7879812509 0.0049332061 -0.4778955017 -0.0509068775 0.0005278186
gestage_all evercigpreg alpha deliver
0.0356229813 -0.4988338292 -0.4607059673 0.1328224477 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-4.7879812509 0.0049332061 -0.4778955017 -0.0509068775 0.0005278186
gestage_all evercigpreg alpha deliver
0.0356229813 -0.4988338292 -0.4607059673 0.1328224477 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
11.1255692876 -0.0191547777 -0.7548065388 0.0275409780 -0.0004771029
gestage_all evercigpreg alpha deliver
-0.5177852933 0.2797837706 0.9205550367 0.4380684569 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
5.539092e+00 -1.087231e-01 -1.240212e+00 -3.463309e-03 4.771459e-05
gestage_all evercigpreg alpha deliver
-3.448821e-01 -1.410587e+01 1.392372e+00 -1.058684e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
33.098060082 0.103144575 2.011569924 -0.555992769 0.002541625
gestage_all evercigpreg alpha deliver
-1.324973357 -0.925449412 0.700077299 6.835315723 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-17.741991336 0.076751228 -1.235108615 -0.274524387 -0.001122482
gestage_all evercigpreg alpha deliver
0.299381997 -3.520591678 2.929676856 2.464964573 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
4.167800628 0.103165768 -0.593196245 0.114662174 0.002603293
gestage_all evercigpreg alpha deliver
-0.459186796 -10.019929977 0.353129337 -4.761462421 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-4.371888e+01 4.118535e-02 -2.322595e+00 -2.403975e-01 5.218796e-04
gestage_all evercigpreg alpha deliver
7.556460e-01 -1.637662e+01 1.619785e+00 2.652628e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-3.007166e+01 1.387088e-01 1.097806e+00 -4.488017e-02 -6.882164e-04
gestage_all evercigpreg alpha deliver
3.982898e-01 -4.548927e+00 2.468197e+00 -4.030350e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
12.709872290 -0.015896929 -2.809582566 0.080760763 0.003493426
gestage_all evercigpreg alpha deliver
-0.932000825 -15.747021755 1.508079447 -1.549284430 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
28.038803381 0.026369079 -0.175158507 -0.265710075 0.002391178
gestage_all evercigpreg alpha deliver
-1.020105800 -5.777896217 2.998248992 -0.087699264 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
0.457110114 -0.111905721 0.931112322 -0.094768884 -0.003007516
gestage_all evercigpreg alpha deliver
0.239277701 -13.085916907 -1.854354153 -2.880132788 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
42.35485096 -0.09960265 -1.67184656 -0.21177876 -0.00212475
gestage_all evercigpreg alpha deliver
-0.76823786 3.18535152 -2.48828200 -1.41856136 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.260273e+00 -3.894611e-03 4.175836e+00 -2.705957e-01 -9.927714e-04
gestage_all evercigpreg alpha deliver
1.783733e-01 -1.600267e+01 -6.513537e-01 4.124389e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
37.104952677 -0.071686608 -1.422062166 -0.188957156 0.001502724
gestage_all evercigpreg alpha deliver
-1.218226506 1.436473431 1.447883376 2.346577083 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-7.2823683546 -0.0524266931 0.0680730407 0.0221686574 0.0005349071
gestage_all evercigpreg alpha deliver
-0.2598088685 3.6704191818 4.4369725913 0.4895405715 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-5.724016e+00 7.522642e-03 -5.527346e-01 -5.659243e-02 8.583388e-04
gestage_all evercigpreg alpha deliver
-1.053424e-01 -1.668401e+01 -5.464869e-01 7.797236e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-13.701608090 -0.016612523 1.802704346 0.135039112 0.001678428
gestage_all evercigpreg alpha deliver
-0.225348094 -14.057830398 3.289146459 -1.960702426 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-2.883067e+01 -7.785697e-02 1.089531e+00 7.139962e-02 -9.466337e-04
gestage_all evercigpreg alpha deliver
5.446175e-01 4.767998e+00 1.904981e+00 -5.616331e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.375300e+01 -8.418697e-02 1.187746e+00 3.540512e-02 -3.667627e-04
gestage_all evercigpreg alpha deliver
2.336260e-01 -2.268494e+00 -3.566474e-01 -2.718185e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-0.4191392444 -0.0068799937 -0.1463427200 -0.0840959816 -0.0002806454
gestage_all evercigpreg alpha deliver
0.0150687846 -0.8754271043 -0.0612990810 0.5404548433 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-0.4191392444 -0.0068799937 -0.1463427200 -0.0840959816 -0.0002806454
gestage_all evercigpreg alpha deliver
0.0150687846 -0.8754271043 -0.0612990810 0.5404548433 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
1.041390e+01 -3.594052e-02 -1.390412e+00 -1.144155e-01 -9.019655e-05
gestage_all evercigpreg alpha deliver
-3.137388e-01 -2.189724e-01 3.807398e-01 -9.944169e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
17.2885244403 0.0684969090 0.7636784781 -0.1359346046 0.0008182634
gestage_all evercigpreg alpha deliver
-0.7204353707 -4.3378349039 0.7033766436 2.4981125189 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-2.417711e+01 -5.326610e-03 1.789499e+00 -6.070094e-02 -5.778223e-04
gestage_all evercigpreg alpha deliver
5.046440e-01 1.554874e+00 -9.742557e-01 -7.470620e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-6.0860869056 0.0139885614 -0.4628232696 0.0110840932 0.0003518227
gestage_all evercigpreg alpha deliver
0.0155769197 -1.4487829515 -0.2908912462 0.4462290283 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-6.0860869056 0.0139885614 -0.4628232696 0.0110840932 0.0003518227
gestage_all evercigpreg alpha deliver
0.0155769197 -1.4487829515 -0.2908912462 0.4462290283 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-7.192149984 -0.009121899 0.139703138 -0.078235255 0.000809176
gestage_all evercigpreg alpha deliver
-0.247019640 -15.138239652 1.764522189 1.444820552 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-4.88573326 0.08580070 1.04359464 -0.09748470 0.00217606
gestage_all evercigpreg alpha deliver
-0.43554294 -6.02847137 3.80543846 2.03290137 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-52.993552565 -0.032066891 1.174031362 -0.013687434 -0.006186194
gestage_all evercigpreg alpha deliver
1.262702083 3.690100839 4.583410793 2.181891636 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-2.157407e+01 2.947468e-03 6.704107e-01 2.190389e-04 -4.667579e-04
gestage_all evercigpreg alpha deliver
1.033311e-01 2.426687e+00 4.310034e+00 1.048717e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-9.828290250 -0.059576207 -5.297240579 -0.056413702 0.005407934
gestage_all evercigpreg alpha deliver
-0.747823324 -12.917859909 5.898936610 3.670816076 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-1.834329e+01 2.869234e-02 1.196098e+00 -2.231964e-01 -2.093633e-04
gestage_all evercigpreg alpha deliver
2.744022e-01 2.113784e-01 2.522128e+00 -3.214279e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) nrbc bbymale enrollment_age imrbthwghtg_all
-33.107701272 0.036106422 0.970358613 -0.092027116 -0.001473509
gestage_all evercigpreg alpha deliver
0.493762813 1.528080314 4.289885638 1.695787955 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimatecolnames(rrbcell)=c("coef","pvalue","lower","upper")
fdr=round(p.adjust(rrbcell[,2],method = "BH"),3)
rrbcell=data.frame(microbe,rrbcell,fdr)
rrbcell=rrbcell[order(rrbcell[,3]),]
rrbcellfdr=rrbcell[which(rrbcell[,6]<0.3),]
rrbcellfdr microbe coef pvalue lower upper fdr
3 Blautia 0.04587232 0.01207582 0.01005058 0.08169407 0.105
13 Flavonifractor 0.07556633 0.01721470 0.01338983 0.13774283 0.105
11 F__Lachnospiraceae 0.08422010 0.01966937 0.01345285 0.15498735 0.105options(warn = 2)
m=ncol(longidata)-2
n=nrow(longidata)
name=colnames(longidata)[-c(1,2)]
microbe=c()
rrbcell=data.frame()
for (k in 1:m) {
y1=longidata[,k+2]
y2=apply(longidata[,-c(1,2,k+2)],1,sum)
fm=try({gee(cbind(y1,y2)~gran + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longigran,family="binomial",corstr="exchangeable")},silent = T)
if (inherits(fm,"try-error")){
next()
}else{
fm=gee(cbind(y1,y2)~gran + bbymale + enrollment_age + imrbthwghtg_all +gestage_all+evercigpreg+alpha+deliver ,id=subject6w, data=longigran,family="binomial",corstr="exchangeable")
a=summary(fm)
r1=a$coefficients[2,1]
r2=2*(1-pnorm(abs(a$coefficients[2,5])))
r3= c(r1-1.96*a$coefficients[2,4],r1+ 1.96*a$coefficients[2,4])
rr=round(c(r1,r2,r3),3)
microbe=c(microbe,name[k])
rrbcell=rbind(rrbcell,rr)
}
}Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-12.499913845 0.014034346 0.947279890 -0.198557458 -0.002209527
gestage_all evercigpreg alpha deliver
0.430179749 -0.757597196 0.768495076 -1.200346192 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-9.570103837 -0.031060442 -1.720378842 -0.048355174 -0.001167075
gestage_all evercigpreg alpha deliver
0.227829691 -2.187595724 -0.193960955 2.118953462 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-9.570103837 -0.031060442 -1.720378842 -0.048355174 -0.001167075
gestage_all evercigpreg alpha deliver
0.227829691 -2.187595724 -0.193960955 2.118953462 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-8.8223389732 -0.0448414632 1.2131332365 -0.2717421068 -0.0007580159
gestage_all evercigpreg alpha deliver
0.2897614109 -1.6662839732 2.7366898689 -1.2906232327 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-32.847024416 -0.053836694 -0.050084304 0.338618974 0.002312858
gestage_all evercigpreg alpha deliver
0.221941271 -2.724494785 2.630166777 -3.643503116 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-4.243388e+00 4.249253e-02 -9.238624e-01 7.418613e-02 -8.208246e-04
gestage_all evercigpreg alpha deliver
-1.951696e-01 -1.533941e+01 3.070231e-01 5.247325e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-7.2980759544 -0.0485374211 0.2870044961 -0.0080227650 0.0005285614
gestage_all evercigpreg alpha deliver
-0.0633711557 -1.1446051183 2.8955227924 0.2100514480 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-7.2980759544 -0.0485374211 0.2870044961 -0.0080227650 0.0005285614
gestage_all evercigpreg alpha deliver
-0.0633711557 -1.1446051183 2.8955227924 0.2100514480 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-11.445868510 -0.013970317 1.276318581 0.001662562 -0.001209822
gestage_all evercigpreg alpha deliver
0.084511471 -0.127451680 1.943604751 -0.784464926 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.254409e+01 -8.544033e-02 2.253481e-01 -6.766799e-01 -8.374036e-04
gestage_all evercigpreg alpha deliver
5.061513e-01 -1.787222e+01 2.746651e+00 3.022146e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.254515e+01 -1.104294e-02 -2.190720e-01 -8.466198e-02 -2.898395e-04
gestage_all evercigpreg alpha deliver
1.981701e-01 -1.664648e+01 -5.523579e-01 7.457202e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-26.809487978 -0.075773767 -1.760417417 -0.304097491 -0.002563358
gestage_all evercigpreg alpha deliver
0.927275838 -16.919032120 0.743876585 -0.308236894 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
6.427356690 0.004164532 -0.368549621 0.006760011 0.000554279
gestage_all evercigpreg alpha deliver
-0.184522633 -0.282569355 -0.858222093 -1.196837539 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
6.427356690 0.004164532 -0.368549621 0.006760011 0.000554279
gestage_all evercigpreg alpha deliver
-0.184522633 -0.282569355 -0.858222093 -1.196837539 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-5.0130233695 0.0301880036 0.0649378099 0.0970068670 -0.0003475302
gestage_all evercigpreg alpha deliver
0.0344296390 0.0472586810 -0.5349591319 -0.6927519182 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-5.0130233695 0.0301880036 0.0649378099 0.0970068670 -0.0003475302
gestage_all evercigpreg alpha deliver
0.0344296390 0.0472586810 -0.5349591319 -0.6927519182 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.0500468719 -0.0126831643 0.1492747428 -0.1274931257 0.0001846079
gestage_all evercigpreg alpha deliver
0.0951527838 -0.6243964399 1.5935906887 0.9052523358 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.0500468719 -0.0126831643 0.1492747428 -0.1274931257 0.0001846079
gestage_all evercigpreg alpha deliver
0.0951527838 -0.6243964399 1.5935906887 0.9052523358 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-7.449245329 0.053261125 -0.691434811 -0.229245342 -0.002076034
gestage_all evercigpreg alpha deliver
0.274851667 -0.704375563 -0.410255542 -0.392171206 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-10.785067044 0.004647947 -0.748073829 -0.014160445 0.001126094
gestage_all evercigpreg alpha deliver
-0.055671582 -2.051925328 2.279496337 -1.915244133 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-18.92673200 -0.03230021 0.23071654 -0.11762091 -0.00060177
gestage_all evercigpreg alpha deliver
0.31261118 -16.27610983 0.66711002 0.91893315 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
1.346368743 0.029764368 0.502887688 0.082091281 -0.000977069
gestage_all evercigpreg alpha deliver
-0.250042242 1.937749334 1.194349147 -0.851127150 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.870463e+01 -6.731000e-03 -1.159617e+00 -1.598739e-01 -8.595843e-04
gestage_all evercigpreg alpha deliver
3.815194e-01 6.268061e-01 5.792134e-01 3.559047e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-13.217693333 -0.042895039 0.687396467 0.034848648 -0.001445412
gestage_all evercigpreg alpha deliver
0.403197801 0.208894459 -0.023569941 -0.293372312 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-13.217693333 -0.042895039 0.687396467 0.034848648 -0.001445412
gestage_all evercigpreg alpha deliver
0.403197801 0.208894459 -0.023569941 -0.293372312 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-0.9477259367 0.0308517310 -0.5279794293 -0.0425750035 -0.0009977451
gestage_all evercigpreg alpha deliver
-0.0719604834 0.7360275148 1.3869017137 0.6452625069 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-0.9477259367 0.0308517310 -0.5279794293 -0.0425750035 -0.0009977451
gestage_all evercigpreg alpha deliver
-0.0719604834 0.7360275148 1.3869017137 0.6452625069 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-22.604585030 0.005530814 -0.347666518 -0.207091619 -0.001287833
gestage_all evercigpreg alpha deliver
0.735460934 -2.429839512 -0.726166070 1.980624190 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-22.604585030 0.005530814 -0.347666518 -0.207091619 -0.001287833
gestage_all evercigpreg alpha deliver
0.735460934 -2.429839512 -0.726166070 1.980624190 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.548732e+01 2.021956e-02 1.163831e-01 -1.011159e-01 3.596973e-04
gestage_all evercigpreg alpha deliver
9.272761e-02 2.825979e+00 2.937975e+00 1.872956e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
20.266848401 0.056649430 -3.284384537 -0.413542507 0.003429647
gestage_all evercigpreg alpha deliver
-0.883991111 -1.715135663 1.221073434 2.941527120 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.639572e+01 -1.584534e-01 7.795117e+00 -1.974561e-01 3.697998e-04
gestage_all evercigpreg alpha deliver
1.828397e-01 -1.184516e+01 6.564654e+00 -5.800019e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-12.865201430 0.115429564 -0.465365404 0.079120612 -0.001186226
gestage_all evercigpreg alpha deliver
0.044513944 -0.379557039 -0.615240502 -1.043343869 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-5.886265e+01 1.029635e-01 -2.348108e+00 -1.241746e-01 -6.608564e-05
gestage_all evercigpreg alpha deliver
9.720072e-01 4.277567e+00 5.115608e+00 1.023595e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.916149e+01 1.717142e-02 -1.009686e+00 1.061249e-01 3.480077e-04
gestage_all evercigpreg alpha deliver
8.533963e-02 -1.503825e+01 -7.067585e-01 2.201562e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-5.388913e+00 3.884966e-03 -2.771770e-01 -1.224417e-01 -5.910726e-06
gestage_all evercigpreg alpha deliver
-1.801835e-02 -1.030947e+00 1.465331e+00 2.931017e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-14.364731974 -0.101054103 2.518263817 -0.191429532 -0.001647237
gestage_all evercigpreg alpha deliver
0.493928529 0.233485833 3.001173552 -3.362153347 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.567491e+01 -2.026923e-02 -8.297028e-01 -1.454511e-01 -8.486994e-04
gestage_all evercigpreg alpha deliver
4.821792e-01 -1.434471e+00 5.776984e-02 6.716791e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.567491e+01 -2.026923e-02 -8.297028e-01 -1.454511e-01 -8.486994e-04
gestage_all evercigpreg alpha deliver
4.821792e-01 -1.434471e+00 5.776984e-02 6.716791e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.063592e+01 1.599472e-02 2.329012e-01 -9.117908e-02 -8.579276e-04
gestage_all evercigpreg alpha deliver
3.213494e-01 1.369722e+00 -5.336080e-01 5.197458e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.063592e+01 1.599472e-02 2.329012e-01 -9.117908e-02 -8.579276e-04
gestage_all evercigpreg alpha deliver
3.213494e-01 1.369722e+00 -5.336080e-01 5.197458e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
7.1310931039 0.0005118757 0.9350735509 -0.0245111975 0.0005882330
gestage_all evercigpreg alpha deliver
-0.2455003306 -0.9274081239 -1.8214525342 0.5070308391 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
7.1310931039 0.0005118757 0.9350735509 -0.0245111975 0.0005882330
gestage_all evercigpreg alpha deliver
-0.2455003306 -0.9274081239 -1.8214525342 0.5070308391 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-0.0954909963 0.0034257519 0.3808800279 -0.0675324602 0.0006603196
gestage_all evercigpreg alpha deliver
-0.2115314900 -3.3449465690 1.3177597651 -1.7784689778 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
12.051495750 -0.025625928 0.630203524 -0.005916405 0.003304223
gestage_all evercigpreg alpha deliver
-1.042820112 3.459905022 2.249602479 0.944992026 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.2694691250 -0.0354074041 -0.2693497213 0.0114391433 -0.0001614303
gestage_all evercigpreg alpha deliver
0.1254402175 -2.9257985535 -1.0050952482 1.0209651788 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.2694691250 -0.0354074041 -0.2693497213 0.0114391433 -0.0001614303
gestage_all evercigpreg alpha deliver
0.1254402175 -2.9257985535 -1.0050952482 1.0209651788 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
28.701414506 -0.081474819 -1.181468543 -0.036800631 0.001448576
gestage_all evercigpreg alpha deliver
-1.028737363 -1.918217019 1.620167314 2.899189836 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-7.330912720 0.004135594 -0.101112092 0.046611026 0.001175760
gestage_all evercigpreg alpha deliver
-0.089275962 -0.693349690 1.218518028 -0.143264318 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-7.330912720 0.004135594 -0.101112092 0.046611026 0.001175760
gestage_all evercigpreg alpha deliver
-0.089275962 -0.693349690 1.218518028 -0.143264318 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-7.621763999 -0.009411382 1.169342016 0.061193418 0.001493423
gestage_all evercigpreg alpha deliver
-0.301109843 -0.545006359 2.733656240 -0.040278082 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.0547212093 0.0352746852 1.8979409913 0.0216298807 -0.0005323652
gestage_all evercigpreg alpha deliver
-0.1058997921 2.9759865018 2.3922488559 -0.6255992210 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.0547212093 0.0352746852 1.8979409913 0.0216298807 -0.0005323652
gestage_all evercigpreg alpha deliver
-0.1058997921 2.9759865018 2.3922488559 -0.6255992210 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-10.126666515 0.019338981 -0.188495569 0.139761081 -0.000473786
gestage_all evercigpreg alpha deliver
-0.143467498 -0.061440671 0.673573689 0.782283160 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
1.193100e+01 -6.720934e-02 9.163823e-01 -9.130738e-02 -4.690792e-05
gestage_all evercigpreg alpha deliver
-3.488214e-01 -1.405582e-01 2.107234e-01 9.389742e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
1.193100e+01 -6.720934e-02 9.163823e-01 -9.130738e-02 -4.690792e-05
gestage_all evercigpreg alpha deliver
-3.488214e-01 -1.405582e-01 2.107234e-01 9.389742e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-35.495963645 0.036830155 1.433855074 0.086484033 -0.000420721
gestage_all evercigpreg alpha deliver
0.474382897 -2.486877112 3.352408582 0.593991785 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.086389e+01 -1.547041e-01 -3.114003e+00 -2.621503e-01 5.665194e-04
gestage_all evercigpreg alpha deliver
3.070088e-01 -1.875019e+01 1.645299e+00 1.806299e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.655957e+01 -5.639444e-02 -1.067545e+00 -9.021781e-03 9.158042e-04
gestage_all evercigpreg alpha deliver
2.131435e-01 -2.980192e+00 -1.916557e-01 -3.994562e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.971631e+01 3.768709e-02 3.973059e-01 -6.629834e-02 -6.235361e-04
gestage_all evercigpreg alpha deliver
2.898059e-01 -1.508447e+01 3.473279e+00 -2.068435e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
2.070088e+00 5.933442e-03 -1.322232e+00 -1.349870e-01 7.589877e-04
gestage_all evercigpreg alpha deliver
-3.916865e-01 -1.706878e+01 2.001455e+00 2.345385e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
7.737545801 0.045888422 -1.353212802 -0.030521914 0.001697341
gestage_all evercigpreg alpha deliver
-0.517060775 -0.448360723 -0.880950244 0.441617810 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
7.737545801 0.045888422 -1.353212802 -0.030521914 0.001697341
gestage_all evercigpreg alpha deliver
-0.517060775 -0.448360723 -0.880950244 0.441617810 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-5.2455108480 -0.0568749052 1.6856644985 0.0566659685 -0.0006362745
gestage_all evercigpreg alpha deliver
0.0576260280 -1.8713056945 0.5986517834 -3.4823813577 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.732941e+01 2.510778e-02 5.281467e-01 -2.173715e-02 -7.098416e-04
gestage_all evercigpreg alpha deliver
1.358088e-01 2.362510e+00 2.944514e+00 7.916129e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-24.553294564 -0.009202853 -1.090581561 0.215555614 -0.002960496
gestage_all evercigpreg alpha deliver
0.695346148 0.152973369 -1.077664927 -2.222777731 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
20.814063832 0.197575557 0.541502012 -0.174075570 0.002323278
gestage_all evercigpreg alpha deliver
-1.228298353 -11.220075567 0.251037412 -0.356113445 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-4.2940183990 -0.0167351453 -0.4309665728 -0.0539477307 0.0005556938
gestage_all evercigpreg alpha deliver
0.0446219160 -0.6471723147 -0.4465694062 0.1383992539 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-4.2940183990 -0.0167351453 -0.4309665728 -0.0539477307 0.0005556938
gestage_all evercigpreg alpha deliver
0.0446219160 -0.6471723147 -0.4465694062 0.1383992539 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
12.6101646707 0.0391029079 -0.7060147810 0.0336241938 -0.0004835811
gestage_all evercigpreg alpha deliver
-0.6152307120 0.3880233625 0.8909978699 0.3819426885 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
60.746089566 0.142750386 2.606433902 -0.456306943 0.005362476
gestage_all evercigpreg alpha deliver
-2.180142213 2.317625162 2.129139866 -3.421363508 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
7.513719e+00 3.543893e-02 -1.295665e+00 2.084253e-02 4.315365e-04
gestage_all evercigpreg alpha deliver
-5.105198e-01 -1.617995e+01 1.242126e+00 -1.009047e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-12.608969135 -0.001897632 -0.286626777 0.037088346 -0.001523202
gestage_all evercigpreg alpha deliver
0.250319133 -14.788018726 -0.099394765 -2.291691107 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
31.019628999 0.059863206 0.239833194 -0.282987699 0.002350464
gestage_all evercigpreg alpha deliver
-1.402703309 1.378542535 0.852569510 4.402570683 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-15.230567140 0.004986167 -1.435306879 -0.228998191 -0.001599330
gestage_all evercigpreg alpha deliver
0.262798929 -0.903243136 2.962456331 2.196816834 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
3.841578979 -0.016245068 -0.517488696 0.089430988 0.002062289
gestage_all evercigpreg alpha deliver
-0.339629294 -6.490822909 0.400338567 -4.666901632 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-40.086267625 -0.051889833 0.927010919 0.221469339 0.001339586
gestage_all evercigpreg alpha deliver
0.499193059 -15.204813114 2.582675520 -2.876359269 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-27.481309127 -0.023256988 1.301403046 -0.069168599 -0.001689545
gestage_all evercigpreg alpha deliver
0.523409014 0.020886412 2.343383210 -0.789170121 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
30.62567042 0.04619451 -0.15738487 -0.23558793 0.00212292
gestage_all evercigpreg alpha deliver
-1.12381520 -3.90965839 2.80968729 -0.42118822 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.667312e-01 9.738668e-02 9.781216e-01 -9.442271e-04 -2.656280e-03
gestage_all evercigpreg alpha deliver
7.726864e-03 -1.172751e+01 -1.882048e+00 -3.027537e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
37.173283153 -0.070721394 -2.212962125 -0.232071895 -0.001293438
gestage_all evercigpreg alpha deliver
-0.644709662 -1.551787529 -2.779984476 0.216507246 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-7.292308300 0.056603326 4.374772448 -0.276668058 -0.001405631
gestage_all evercigpreg alpha deliver
0.194813744 -15.880699209 -0.642072873 0.181735156 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
32.990414858 0.038509460 -1.100695953 -0.165629102 0.001380453
gestage_all evercigpreg alpha deliver
-1.178602722 0.461117232 1.244730068 2.266037949 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-9.9684838639 0.0284136169 0.3833672655 0.0464358764 0.0004190544
gestage_all evercigpreg alpha deliver
-0.2447989456 2.4909240902 4.2165140976 0.5571438061 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-4.718854e+00 -2.046047e-02 -4.893213e-01 -6.144682e-02 8.929979e-04
gestage_all evercigpreg alpha deliver
-1.038152e-01 -1.697228e+01 -5.275870e-01 7.933878e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-12.290627712 0.047839655 1.880792921 0.147308301 0.001610243
gestage_all evercigpreg alpha deliver
-0.326825387 -13.592102116 3.173197394 -2.061011404 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-36.272810402 0.060392114 2.158417286 0.095483885 -0.001112882
gestage_all evercigpreg alpha deliver
0.602435412 4.963868018 1.639613234 -0.010057204 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.186001e+01 2.258687e-02 9.747202e-01 4.431931e-02 -1.064813e-04
gestage_all evercigpreg alpha deliver
1.070846e-01 -1.607293e+00 -3.876425e-01 -7.950021e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.186001e+01 2.258687e-02 9.747202e-01 4.431931e-02 -1.064813e-04
gestage_all evercigpreg alpha deliver
1.070846e-01 -1.607293e+00 -3.876425e-01 -7.950021e-02 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-0.1835015217 -0.0219069756 -0.1273739188 -0.0912414394 -0.0001694342
gestage_all evercigpreg alpha deliver
0.0286693132 -1.2838488938 -0.0766999997 0.6636415104 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-0.1835015217 -0.0219069756 -0.1273739188 -0.0912414394 -0.0001694342
gestage_all evercigpreg alpha deliver
0.0286693132 -1.2838488938 -0.0766999997 0.6636415104 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-28.907991493 -0.046839310 1.894460281 -0.019748523 -0.001386863
gestage_all evercigpreg alpha deliver
0.598020081 -15.511448009 2.764325199 -1.115663204 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
1.069666e+01 -1.410190e-05 -1.488544e+00 -1.135353e-01 7.936649e-05
gestage_all evercigpreg alpha deliver
-3.428476e-01 -1.503903e+00 3.214808e-01 -9.062384e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
18.1577256157 -0.0520884744 0.7489498984 -0.1639819343 0.0007228316
gestage_all evercigpreg alpha deliver
-0.6258986931 -3.6178763624 0.7087399590 2.4985474941 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-18.588257569 -0.059955492 1.218031558 -0.614591184 0.002604071
gestage_all evercigpreg alpha deliver
0.124904716 -15.227475965 4.461608338 3.864972824 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-30.474044315 0.126965933 2.425550163 -0.051546149 -0.001327047
gestage_all evercigpreg alpha deliver
0.542339094 2.973282853 -1.034095156 -1.076490488 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.4013712690 0.0091692310 -0.4554338216 0.0124690992 0.0002727766
gestage_all evercigpreg alpha deliver
0.0212201514 -1.0780910115 -0.2723991675 0.3912465579 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.4013712690 0.0091692310 -0.4554338216 0.0124690992 0.0002727766
gestage_all evercigpreg alpha deliver
0.0212201514 -1.0780910115 -0.2723991675 0.3912465579 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-5.696487e+00 6.904121e-02 1.310215e-01 -4.769521e-02 7.040566e-04
gestage_all evercigpreg alpha deliver
-3.862823e-01 -1.432772e+01 1.655475e+00 1.229986e+00 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
11.111373160 -0.040754092 -3.196516148 0.074428778 0.005027186
gestage_all evercigpreg alpha deliver
-1.231406189 -14.933031537 3.942818471 3.598110125 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-31.305090694 0.012544896 0.947614007 -0.241868287 -0.001113199
gestage_all evercigpreg alpha deliver
0.723406161 -3.407109903 0.473447925 1.858273072 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-3.749319207 0.079385248 0.802066707 -0.023505085 0.001756833
gestage_all evercigpreg alpha deliver
-0.522507834 -1.690711408 3.260617333 1.389100558 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-55.197084218 -0.009393610 1.553511694 0.010693256 -0.005709083
gestage_all evercigpreg alpha deliver
1.261172279 2.928207692 4.281441980 2.549035939 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-6.403536e+01 3.437896e-02 1.322022e+00 -1.813505e-01 1.673657e-04
gestage_all evercigpreg alpha deliver
1.260445e+00 -1.344896e+01 4.045034e+00 -5.443811e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-2.125010e+01 2.073507e-02 6.463187e-01 -1.328263e-04 -5.890811e-04
gestage_all evercigpreg alpha deliver
7.678444e-02 2.904577e+00 4.391341e+00 9.670826e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-5.633561595 -0.092129929 -3.573232795 0.043033344 0.004613252
gestage_all evercigpreg alpha deliver
-0.700638849 -17.161890976 4.946855094 3.101215000 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-1.699863e+01 -1.136057e-02 1.172925e+00 -2.163880e-01 -3.229502e-04
gestage_all evercigpreg alpha deliver
2.739043e-01 8.460277e-01 2.532626e+00 -5.595183e-01 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimate (Intercept) gran bbymale enrollment_age imrbthwghtg_all
-30.16852799 0.04788359 0.75747661 -0.09432136 -0.00193148
gestage_all evercigpreg alpha deliver
0.38851405 3.50509435 4.84290840 1.25203782 Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimateBeginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27running glm to get initial regression estimatecolnames(rrbcell)=c("coef","pvalue","lower","upper")
fdr=round(p.adjust(rrbcell[,2],method = "BH"),3)
rrbcell=data.frame(microbe,rrbcell,fdr)
rrbcell=rrbcell[order(rrbcell[,3]),]
rrbcellfdr=rrbcell[which(rrbcell[,6]<0.4),]
rrbcellfdr microbe coef pvalue lower upper fdr
4 Bifidobacterium 0.029 0.002 0.010 0.048 0.040
2 Anaerostipes -0.050 0.020 -0.093 -0.008 0.200
15 Flavonifractor -0.065 0.037 -0.127 -0.004 0.247
sessionInfo()R version 4.1.2 (2021-11-01)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19043)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252
[2] LC_CTYPE=English_United States.1252
[3] LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C
[5] LC_TIME=English_United States.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] gee_4.13-23 vegan_2.6-2 lattice_0.20-45 permute_0.9-7
loaded via a namespace (and not attached):
[1] Rcpp_1.0.9 pillar_1.8.0 compiler_4.1.2 bslib_0.4.0
[5] later_1.3.0 jquerylib_0.1.4 git2r_0.30.1 highr_0.9
[9] workflowr_1.7.0 tools_4.1.2 digest_0.6.29 nlme_3.1-153
[13] jsonlite_1.8.0 evaluate_0.15 lifecycle_1.0.1 tibble_3.1.7
[17] mgcv_1.8-38 pkgconfig_2.0.3 rlang_1.0.4 Matrix_1.3-4
[21] cli_3.3.0 rstudioapi_0.13 parallel_4.1.2 yaml_2.3.5
[25] xfun_0.31 fastmap_1.1.0 cluster_2.1.2 stringr_1.4.0
[29] knitr_1.39 fs_1.5.2 vctrs_0.4.1 sass_0.4.2
[33] grid_4.1.2 rprojroot_2.0.3 glue_1.6.2 R6_2.5.1
[37] fansi_1.0.3 rmarkdown_2.14 magrittr_2.0.3 splines_4.1.2
[41] MASS_7.3-54 promises_1.2.0.1 ellipsis_0.3.2 htmltools_0.5.2
[45] httpuv_1.6.5 utf8_1.2.2 stringi_1.7.6 cachem_1.0.6