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:
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