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RNAseqNet

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

v0.1.5 · Feb 20, 2024 · GPL (>= 3)

Description

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. The method is fully described in <doi:10.1093/bioinformatics/btx819>.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies ggplot2 igraph hot.deck PoiClaClu glmnet RNAseqNet

Version History

new 0.1.5 Mar 10, 2026
updated 0.1.5 ← 0.1.4 diff Feb 19, 2024
updated 0.1.4 ← 0.1.3 diff Jun 7, 2020
updated 0.1.3 ← 0.1.2 diff Mar 4, 2020
updated 0.1.2 ← 0.1.1 diff Jan 18, 2018
updated 0.1.1 ← 0.1.0 diff May 15, 2017
new 0.1.0 Apr 18, 2017