The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

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>.

Version: 0.1.0
Imports: MASS (≥ 7.3-60), Matrix (≥ 1.6-1.1), mice (≥ 3.16.0), qif (≥ 1.5)
Published: 2024-05-25
DOI: 10.32614/CRAN.package.vsmi
Author: Mingyue Zhang [aut], Yang Li [aut], Haoyu Yang [aut, cre]
Maintainer: Haoyu Yang <haoyuyang at alu.ruc.edu.cn>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: vsmi results

Documentation:

Reference manual: vsmi.pdf

Downloads:

Package source: vsmi_0.1.0.tar.gz
Windows binaries: r-devel: vsmi_0.1.0.zip, r-release: vsmi_0.1.0.zip, r-oldrel: vsmi_0.1.0.zip
macOS binaries: r-release (arm64): vsmi_0.1.0.tgz, r-oldrel (arm64): vsmi_0.1.0.tgz, r-release (x86_64): vsmi_0.1.0.tgz, r-oldrel (x86_64): vsmi_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=vsmi to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.