CRAN/E | ILSE

ILSE

Linear Regression Based on 'ILSE' for Missing Data

Installation

About

Linear regression when covariates include missing values by embedding the correlation information between covariates. Especially for block missing data, it works well. 'ILSE' conducts imputation and regression simultaneously and iteratively. More details can be referred to Huazhen Lin, Wei Liu and Wei Lan. (2021) doi:10.1080/07350015.2019.1635486.

github.com/feiyoung/ILSE
Bug report File report

Key Metrics

Version 1.1.7
R ≥ 3.0.1
Published 2022-01-31 815 days ago
Needs compilation? yes
License GPL-3
CRAN checks ILSE results

Downloads

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Last 7 days 40 -2%
Last 30 days 179 +8%
Last 90 days 522 -24%
Last 365 days 2.228 -12%

Maintainer

Maintainer

Wei Liu

weiliu@smail.swufe.edu.cn

Authors

Wei Liu

aut / cre

Huazhen Lin

aut

Wei Lan

aut

Material

README
Reference manual
Package source

Vignettes

ILSE: a simple NHANES example
ILSE
ILSE: simulated examples

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ILSE archive

Depends

R ≥ 3.0.1

Imports

stats
Rcpp
pbapply

Suggests

knitr
rmarkdown

LinkingTo

Rcpp
RcppArmadillo