Log-Linear Poisson Graphical Model with Hot-Deck Multiple Imputation

Infer log-linear Poisson Graphical Model with an auxiliary data set. Hot-deck multiple imputation method is used to improve the reliability of the inference with an auxiliary dataset. Standard log-linear Poisson graphical model can also be used for the inference and the Stability Approach for Regularization Selection (StARS) is implemented to drive the selection of the regularization parameter.


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0.1.1 by Nathalie Villa-Vialaneix, 4 months ago

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

Authors: Alyssa Imbert [aut], Nathalie Villa-Vialaneix [aut, cre]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports igraph, hot.deck, PoiClaClu, glmnet, methods, utils

Depends on ggplot2

Suggests BiocStyle, knitr, rmarkdown

See at CRAN