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DESCRIPTION
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Package: ILSE
Type: Package
Title: Linear Regression Based on 'ILSE' for Missing Data
Version: 1.1.7
License: GPL-3
Authors@R:
c(person(given = "Wei",
family = "Liu",
role = c("aut", "cre"),
email = "weiliu@smail.swufe.edu.cn"),
person(given = "Huazhen",
family = "Lin",
role = "aut"),
person(given = "Wei",
family = "Lan",
role = "aut"))
Author: Wei Liu [aut, cre], Huazhen Lin [aut], Wei Lan [aut]
Maintainer: Wei Liu <weiliu@smail.swufe.edu.cn>
Description: 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>.
URL: https://github.com/feiyoung/ILSE
BugReports: https://github.com/feiyoung/ILSE/issues
Encoding: UTF-8
LazyData: true
Date: 2022-01-31
Depends:
R (>= 3.0.1)
Imports: stats, Rcpp, pbapply
Suggests:
knitr,
rmarkdown
LinkingTo: Rcpp, RcppArmadillo
VignetteBuilder: knitr
NeedsCompilation: no
RoxygenNote: 7.1.1