Last updated: 2023-02-10

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Data Collection

RNA-Seq data collection

Pre-process pbmc data

Methods

count data analysis

kl-divergence

entropy maximization

voom-limma

mash

ruv

Negative Bionomial distribution

Bayes GLM

EM ridge

Polya-gamma augmentation

constrained clustering

Testing by betting, p-value, BF…

Obtaining information matrix from EM algorithm

Gaussian process

Variational lower bound, logistic fucntion

Book

bayesian data analysis

Papers

MAST

mouthwash

susie summary

cisTopic scATAC-Seq

Integer‐valued functional data analysis for measles forecasting

Conditionally conjugate mean–field variational Bayes for logistic models

SymSim

RNA Velocity

LFI

ssvs python implementation

dense design matrix, n=p=100, compare ssvs, bb, debiased lasso

dense design matrix, n=p=100, compare ssvs, bb, debiased lasso