High Dimensional Factor Analysis and Confounder Adjusted Testing and Estimation

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Documentation for package ‘cate’ version 1.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

cate-package	High dimensional factor analysis and confounder adjusted testing and estimation (CATE)
adjust.latent	Adjust for latent factors, after rotationn
cate	The main function for confounder adjusted testing
cate.fit	The main function for confounder adjusted testing
est.confounder.num	Estimate the number of confounders
est.factor.num	Estimate the number of confounders
fa.em	Factor analysis via EM algorithm to maximize likelihood
fa.pc	Factor analysis via principal components
factor.analysis	Factor analysis
gen.sim.data	Generate simulation data set
gender.sm	Gender study dataset
leapp.wrapper	Wrapper functions for some previous methods
ruv.wrapper	Wrapper functions for some previous methods
sva.wrapper	Wrapper functions for some previous methods
wrapper	Wrapper functions for some previous methods