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vsmi

Variable Selection for Multiple Imputed Data

Penalized weighted least-squares estimate for variable selection on correlated multiply imputed data and penalized estimating equations for generalized linear models with multiple imputation. Reference: Li, Y., Yang, H., Yu, H., Huang, H., Shen, Y*. (2023) "Penalized estimating equations for generalized linear models with multiple imputation", <doi:10.1214/22-AOAS1721>. Li, Y., Yang, H., Yu, H., Huang, H., Shen, Y*. (2023) "Penalized weighted least-squares estimate for variable selection on correlated multiply imputed data", <doi:10.1093/jrsssc/qlad028>.

Versions across snapshots

VersionRepositoryFileSize
0.1.0 rolling linux/jammy R-4.5 vsmi_0.1.0.tar.gz 81.0 KiB
0.1.0 rolling linux/noble R-4.5 vsmi_0.1.0.tar.gz 80.9 KiB
0.1.0 rolling source/ R- vsmi_0.1.0.tar.gz 9.8 KiB
0.1.0 latest linux/jammy R-4.5 vsmi_0.1.0.tar.gz 81.0 KiB
0.1.0 latest linux/noble R-4.5 vsmi_0.1.0.tar.gz 80.9 KiB
0.1.0 latest source/ R- vsmi_0.1.0.tar.gz 9.8 KiB
0.1.0 2026-04-26 source/ R- vsmi_0.1.0.tar.gz 9.8 KiB
0.1.0 2026-04-23 source/ R- vsmi_0.1.0.tar.gz 9.8 KiB
0.1.0 2026-04-09 windows/windows R-4.5 vsmi_0.1.0.zip 83.5 KiB
0.1.0 2025-04-20 source/ R- vsmi_0.1.0.tar.gz 9.8 KiB

Dependencies (latest)

Imports