Linear Regression Based on 'ILSE' for Missing Data

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) .


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Reference manual

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install.packages("ILSE")

1.1.6 by Wei Liu, 21 days ago


https://github.com/feiyoung/ILSE


Report a bug at https://github.com/feiyoung/ILSE/issues


Browse source code at https://github.com/cran/ILSE


Authors: Wei Liu [aut, cre] , Huazhen Lin [aut] , Wei Lan [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports stats

Suggests knitr, rmarkdown

Linking to Rcpp


See at CRAN