RNAseqNet (0.1.1)

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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.

Maintainer: Nathalie Villa-Vialaneix
Author(s): Alyssa Imbert [aut], Nathalie Villa-Vialaneix [aut, cre]

License: GPL (>= 3)

Uses: ggplot2, glmnet, hot.deck, igraph, PoiClaClu, knitr, rmarkdown

Released 4 months ago.

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