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) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.1.6 by Wei Liu, 21 days ago

Report a bug at

Browse source code at

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