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vsmi (version 0.1.0)

vsmi: vsmi: Variable selection for multiple imputed data

Description

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.

Arguments

Functions

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

Author

Maintainer: Haoyu Yang haoyuyang@alu.ruc.edu.cn

Authors:

  • Mingyue Zhang

  • Yang Li