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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 |
Reference manual: | vsmi.pdf |
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 |
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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.