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.

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Description file content

Package
lori
Type
Package
Title
Imputation of Count Data using Side Information
Version
2.1.3
Maintainer
Genevieve Robin
Description
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.
License
GPL-3
Encoding
UTF-8
LazyData
true
Depends
stats, data.table, FactoMineR, rARPACK, svd
Suggests
knitr, rmarkdown, testthat
RoxygenNote
6.1.1
NeedsCompilation
no
Packaged
2019-03-29 08:49:25 UTC; genevieverobin
Author
Genevieve Robin [aut, cre]
Repository
CRAN
Date/Publication
2019-03-29 09:10:03 UTC

install.packages('lori')

2.1.3

3 months ago

Genevieve Robin

GPL-3

Depends on

stats, data.table, FactoMineR, rARPACK, svd

Suggests

knitr, rmarkdown, testthat

Discussions