Packages
255 packages on Bioconductor tagged VariantAnnotation or Bayesian or Regression, most distinct IPs first
VariantAnnotation, Bayesian and Regression in Topics
| Package | Maintainer | Category | Latest version | Distinct IPs a month | Needs |
|---|---|---|---|---|---|
| limma Linear Models for Microarray and Omics DataGordon Smyth | Gordon Smyth | software | 10 Aug 2026 | 44,656 | 6 |
| DESeq2 Differential gene expression analysis based on the negative binomial distributionMichael Love | Michael Love | software | 28 Apr 2026 | 31,845 | 54 |
| edgeR Empirical Analysis of Digital Gene Expression Data in RYunshun Chen | Yunshun Chen | software | 19 Oct 2026 | 31,065 | 10 |
| VariantAnnotation Annotation of Genetic VariantsBioconductor Package Maintainer | Bioconductor Package Maintainer | software | 28 Apr 2026 | 9,771 | 76 |
| pcaMethods A collection of PCA methodsHenning Redestig | Henning Redestig | software | 28 Apr 2026 | 7,214 | 10 |
| apeglm Approximate posterior estimation for GLM coefficientsAnqi Zhu | Anqi Zhu | software | 28 Apr 2026 | 7,161 | 36 |
| glmGamPoi Fit a Gamma-Poisson Generalized Linear ModelConstantin Ahlmann-Eltze | Constantin Ahlmann-Eltze | software | 28 Apr 2026 | 6,904 | 46 |
| ResidualMatrix Creating a DelayedMatrix of Regression ResidualsAaron Lun | Aaron Lun | software | 28 Apr 2026 | 5,448 | 21 |
| mixOmics Omics Data Integration ProjectDerek Lei | Derek Lei | software | 28 Apr 2026 | 5,181 | 83 |
| maftools Summarize, Analyze and Visualize MAF FilesAnand Mayakonda | Anand Mayakonda | software | 28 Apr 2026 | 3,419 | 26 |
| variancePartition Quantify and interpret drivers of variation in multilevel gene expression experimentsGabriel E. Hoffman | Gabriel E. Hoffman | software | 28 Apr 2026 | 2,895 | 99 |
| ropls PCA, PLS(-DA) and OPLS(-DA) for multivariate analysis and feature selection of omics dataEtienne A. Thevenot | Etienne A. Thevenot | software | 28 Apr 2026 | 2,736 | 97 |
| Rsubread Mapping, quantification and variant analysis of sequencing dataWei Shi | Wei Shi | software | 28 Apr 2026 | 2,722 | 8 |
| infercnv Infer Copy Number Variation from Single-Cell RNA-Seq DataChristophe Georgescu | Christophe Georgescu | software | 28 Apr 2026 | 2,517 | 194 |
| ALDEx2 Analysis Of Differential Abundance Taking Sample and Scale Variation Into AccountGreg Gloor | Greg Gloor | software | 28 Apr 2026 | 2,311 | 56 |
| GENIE3 GEne Network Inference with Ensemble of treesVan Anh Huynh-Thu | Van Anh Huynh-Thu | software | 28 Apr 2026 | 2,154 | 26 |
| tradeSeq trajectory-based differential expression analysis for sequencing dataHector Roux de Bezieux | Hector Roux de Bezieux | software | 28 Apr 2026 | 2,145 | 73 |
| celda CEllular Latent Dirichlet AllocationJoshua Campbell | Joshua Campbell | software | 28 Apr 2026 | 2,011 | 127 |
| GlobalAncova Global test for groups of variables via model comparisonsManuela Hummel | Manuela Hummel | software | 28 Apr 2026 | 1,886 | 70 |
| MOFA2 Multi-Omics Factor Analysis v2Ricard Argelaguet | Ricard Argelaguet | software | 6 Sep 2026 | 1,791 | 85 |
| LEA LEA: an R package for Landscape and Ecological Association StudiesOlivier Francois | Olivier Francois | software | 28 Apr 2026 | 1,280 | 4 |
| fishpond Fishpond: downstream methods and tools for expression dataMichael Love | Michael Love | software | 28 Apr 2026 | 1,229 | 54 |
| baySeq Empirical Bayesian analysis of patterns of differential expression in count dataSamuel Granjeaud | Samuel Granjeaud | software | 28 Apr 2026 | 1,168 | 20 |
| Cardinal A mass spectrometry imaging toolbox for statistical analysisKylie Ariel Bemis | Kylie Ariel Bemis | software | 28 Apr 2026 | 1,157 | 31 |
| speckle Statistical methods for analysing single cell RNA-seq dataBelinda Phipson | Belinda Phipson | software | 28 Apr 2026 | 1,121 | 170 |
| PureCN Copy number calling and SNV classification using targeted short read sequencingMarkus Riester | Markus Riester | software | 28 Apr 2026 | 1,083 | 101 |
| decontX Decontamination of single cell genomics dataJoshua Campbell | Joshua Campbell | software | 28 Apr 2026 | 1,040 | 233 |
| puma Propagating Uncertainty in Microarray Analysis(including Affymetrix tranditional 3' arrays and exon arrays and Human Transcriptome Array 2.0)Xuejun Liu | Xuejun Liu | software | 28 Apr 2026 | 1,033 | 55 |
| scde Single Cell Differential ExpressionEvan Biederstedt | Evan Biederstedt | software | 28 Apr 2026 | 1,033 | 50 |
| BASiCS Bayesian Analysis of Single-Cell Sequencing dataCatalina Vallejos | Catalina Vallejos | software | 29 Apr 2026 | 995 | 129 |