Instructions for running Shiny server to explore results of Gaussian mean estimation experiments

Last updated: 2018-12-06

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      Modified:   analysis/gauss_shiny.Rmd
  
  

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Briefly explain here what this R Markdown document is for.

NOTE: To launch the Shiny app, run rmarkdown::run("shiny.Rmd")

The following code generates an RShiny app which displays boxplots of MISEs from the full simulation study comparing SMASH to other wavelet-based methods for denoising Gaussian data. As mentioned in the companion paper, the results for a variety of test functions (both mean and variance functions) and 2 signal-to-noise ratios (SNRs), 1 and 3, are presented here.

sessionInfo()
# R version 3.4.3 (2017-11-30)
# Platform: x86_64-apple-darwin15.6.0 (64-bit)
# Running under: macOS High Sierra 10.13.6
# 
# Matrix products: default
# BLAS: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRblas.0.dylib
# LAPACK: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRlapack.dylib
# 
# locale:
# [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
# 
# attached base packages:
# [1] stats     graphics  grDevices utils     datasets  methods   base     
# 
# other attached packages:
# [1] rmarkdown_1.10 dplyr_0.7.6    ggplot2_3.1.0 
# 
# loaded via a namespace (and not attached):
#  [1] Rcpp_1.0.0        bindr_0.1.1       knitr_1.20       
#  [4] whisker_0.3-2     magrittr_1.5      workflowr_1.1.1  
#  [7] tidyselect_0.2.4  munsell_0.4.3     colorspace_1.4-0 
# [10] R6_2.2.2          rlang_0.2.2       stringr_1.3.1    
# [13] plyr_1.8.4        tools_3.4.3       grid_3.4.3       
# [16] gtable_0.2.0      R.oo_1.21.0       withr_2.1.2      
# [19] git2r_0.23.0      htmltools_0.3.6   assertthat_0.2.0 
# [22] yaml_2.2.0        lazyeval_0.2.1    rprojroot_1.3-2  
# [25] digest_0.6.17     tibble_1.4.2      bindrcpp_0.2.2   
# [28] purrr_0.2.5       R.utils_2.6.0     glue_1.3.0       
# [31] evaluate_0.11     stringi_1.2.4     pillar_1.2.1     
# [34] compiler_3.4.3    scales_0.5.0      backports_1.1.2  
# [37] R.methodsS3_1.7.1 pkgconfig_2.0.2

This reproducible R Markdown analysis was created with workflowr 1.1.1