This is a package to implementation penalized weighted least-squares estimate for variable selection on correlated multiply imputed data and penalized estimating equations for generalized linear models with multiple imputation.
PEE
:Penalized estimating equations for generalized linear models with multiple imputation
PWLS
: Penalized weighted least-squares estimate for variable selection on correlated multiply imputed data
generate_pwls_missing_data
: Generate example missing data for PWLS
generate_pee_missing_data
: Generate example missing data for PEE
Maintainer: Haoyu Yang haoyuyang@alu.ruc.edu.cn
Authors:
Mingyue Zhang
Yang Li