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vsmi  

Variable Selection for Multiple Imputed Data
View on CRAN: Click here


Download and install vsmi package within the R console
Install from CRAN:
install.packages("vsmi")

Install from Github:
library("remotes")
install_github("cran/vsmi")

Install by package version:
library("remotes")
install_version("vsmi", "0.1.0")



Attach the package and use:
library("vsmi")
Maintained by
Haoyu Yang
[Scholar Profile | Author Map]
First Published: 2024-05-25
Latest Update: 2024-05-25
Description:
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>.
How to cite:
Haoyu Yang (2024). vsmi: Variable Selection for Multiple Imputed Data. R package version 0.1.0, https://cran.r-project.org/web/packages/vsmi. Accessed 20 Feb. 2025.
Previous versions and publish date:
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