lori: Imputation of Count Data using Side Information

Analysis, imputation, and multiple imputation of count data using covariates. LORI uses a log-linear model where main row and column effects are decomposed as regression terms on known covariates. A residual low-rank interaction term is also fitted. LORI returns estimates of covariate effects and interactions, as well as an imputed count table. The package also contains a multiple imputation procedure.

Getting started

Package details

AuthorGenevieve Robin [aut, cre]
MaintainerGenevieve Robin <genevieve.robin@inria.fr>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the lori package in your browser

Any scripts or data that you put into this service are public.

lori documentation built on March 26, 2020, 7:56 p.m.