Log-Linear Poisson Graphical Model with Hot-Deck Multiple Imputation
Overview
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.
- misc
- fixed CRAN notes (removed itemize from documentation)
- rewrote NEWS file (new format)
- rewrote CITATION file (new format)
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK13 OK2026-05-02
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- ERROR11 OK, 1 ERROR2026-04-25
- OK14 OK2026-03-10
Documentation
- Help pages
- 14
- Examples that run
- 100%8 run in a plain check
- Exported functions with examples
- 88%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 50%
Downloads
Dependencies
Installing RNAseqNet adds 66 packages (36 with compiled code, 61 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.
Code & Tests
Datasets
People & History
Maintainer since 0.1.0 (2017)
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 0.1.5Latest
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- 0.1.42020-06-08 · diff ↗
- RR 4.0.0 released · 2020-04-24
- 0.1.32020-03-05 · diff ↗
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 0.1.22018-01-19 · diff ↗
- 0.1.1
- RR 3.4.0 released · 2017-04-21
- 0.1.02017-04-19
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- RR 3.3.0 released · 2016-05-03
Package metadata
- First published
- 2017-04-19
- Total releases
- 6 / 9 yrs
- License
- GPL (>= 3) OSI
- Minimum R
- ≥ 3.1.0
- Bundled data
- 255 KB / 2 files
- Download size
- 1.4 MB
Cite
Cite this package
Run in R for the authors' entry:
citation("RNAseqNet")The package provides a citation file, so citation() returns the authors' own entry.
It points to 10.1093/bioinformatics/btx819.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.