NBAMSeq

Negative Binomial Additive Model for RNASeq Data

https://github.com/reese3928/nbamseq

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
    Found 2 DOI reference(s) in README
  • Academic publication links
  • Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (6.2%) to scientific vocabulary

Keywords

differential-expression gene-expression generalized-additive-models generalized-linear-models negative-binomial-regression splines
Last synced: 6 months ago · JSON representation

Repository

Negative Binomial Additive Model for RNASeq Data

Basic Info
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 1
  • Open Issues: 1
  • Releases: 0
Topics
differential-expression gene-expression generalized-additive-models generalized-linear-models negative-binomial-regression splines
Created almost 7 years ago · Last pushed over 5 years ago
Metadata Files
Readme

README.md

NBAMSeq

NBAMSeq is a Bioconductor package for differential expression analysis based on negative binomial additive model.

The Bioconductor package can be found here.
The Bioconductor package vignette can be found here.
The NBAMSeq paper can be found here.

Package installation

{r} if (!requireNamespace("BiocManager", quietly = TRUE)) install.packages("BiocManager") BiocManager::install("NBAMSeq")

Citation

Ren, X., & Kuan, P. F. (2020). Negative binomial additive model for RNA-Seq data analysis. BMC Bioinformatics, 21(1), 1-15.

@article{ren2020negative,
title={Negative binomial additive model for RNA-Seq data analysis},
author={Ren, Xu and Kuan, Pei-Fen},
journal={BMC Bioinformatics},
volume={21},
number={1},
pages={1--15},
year={2020},
publisher={BioMed Central}
}

Owner

  • Name: Xu Ren
  • Login: reese3928
  • Kind: user

Staying at home.

GitHub Events

Total
Last Year

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 29
  • Total Committers: 3
  • Avg Commits per committer: 9.667
  • Development Distribution Score (DDS): 0.379
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Xu Ren x****n@s****u 18
Nitesh Turaga n****a@g****m 8
Xu Ren x****0@g****m 3
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 1
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 1.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • pamonlan (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • bioconductor 11,049 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
  • Total maintainers: 1
bioconductor.org: NBAMSeq

Negative Binomial Additive Model for RNA-Seq Data

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 11,049 Total
Rankings
Dependent repos count: 0.0%
Dependent packages count: 0.0%
Forks count: 19.8%
Average: 23.9%
Stargazers count: 24.9%
Downloads: 75.0%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.6 depends
  • S4Vectors * depends
  • SummarizedExperiment * depends
  • BiocParallel * imports
  • DESeq2 * imports
  • genefilter * imports
  • methods * imports
  • mgcv >= 1.8 imports
  • stats * imports
  • ggplot2 * suggests
  • knitr * suggests
  • rmarkdown * suggests
  • testthat * suggests