Packages
215 packages on Bioconductor tagged VariantAnnotation or Bayesian or ExpressionData, most distinct IPs first
VariantAnnotation, Bayesian and ExpressionData 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 |
| celldex Index of Reference Cell Type DatasetsAaron Lun | Aaron Lun | experiment | 5 May 2026 | 5,649 | 95 |
| maftools Summarize, Analyze and Visualize MAF FilesAnand Mayakonda | Anand Mayakonda | software | 28 Apr 2026 | 3,419 | 26 |
| 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 |
| scRNAseq Collection of Public Single-Cell RNA-Seq DatasetsAaron Lun | Aaron Lun | experiment | 5 May 2026 | 2,208 | 121 |
| celda CEllular Latent Dirichlet AllocationJoshua Campbell | Joshua Campbell | software | 28 Apr 2026 | 2,011 | 127 |
| MOFA2 Multi-Omics Factor Analysis v2Ricard Argelaguet | Ricard Argelaguet | software | 6 Sep 2026 | 1,791 | 85 |
| baySeq Empirical Bayesian analysis of patterns of differential expression in count dataSamuel Granjeaud | Samuel Granjeaud | software | 28 Apr 2026 | 1,168 | 20 |
| 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 |
| TENxPBMCData PBMC data from 10X GenomicsStephanie Hicks | Stephanie Hicks | experiment | 5 May 2026 | 1,019 | 83 |
| BASiCS Bayesian Analysis of Single-Cell Sequencing dataCatalina Vallejos | Catalina Vallejos | software | 29 Apr 2026 | 995 | 129 |
| affylmGUI GUI for limma Package with Affymetrix MicroarraysGordon Smyth | Gordon Smyth | software | 28 Apr 2026 | 967 | 55 |
| podkat Position-Dependent Kernel Association TestUlrich Bodenhofer | Ulrich Bodenhofer | software | 28 Apr 2026 | 946 | 59 |
| GSVAdata Data employed in the vignette of the GSVA packageRobert Castelo | Robert Castelo | experiment | 28 Jul 2026 | 907 | 78 |
| limmaGUI GUI for limma Package With Two Color MicroarraysGordon Smyth | Gordon Smyth | software | 28 Apr 2026 | 905 | 11 |
| DEqMS a tool to perform statistical analysis of differential protein expression for quantitative proteomics data.Yafeng Zhu | Yafeng Zhu | software | 28 Apr 2026 | 901 | 34 |
| normr Normalization and difference calling in ChIP-seq dataJohannes Helmuth | Johannes Helmuth | software | 21 May 2026 | 866 | 83 |
| proDA Differential Abundance Analysis of Label-Free Mass Spectrometry DataConstantin Ahlmann-Eltze | Constantin Ahlmann-Eltze | software | 28 Apr 2026 | 864 | 28 |
| scDD Mixture modeling of single-cell RNA-seq data to identify genes with differential distributionsKeegan Korthauer | Keegan Korthauer | software | 28 Apr 2026 | 845 | 117 |
| TRONCO TRONCO, an R package for TRanslational ONCOlogyLuca De Sano | Luca De Sano | software | 28 Apr 2026 | 844 | 47 |