Packages
102 packages on Bioconductor tagged VariantAnnotation or Bayesian or Normalization, most distinct IPs first
VariantAnnotation, Bayesian and Normalization 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 |
| scater Single-Cell Analysis Toolkit for Gene Expression Data in RAlan O'Callaghan | Alan O'Callaghan | software | 2 Jul 2026 | 11,874 | 78 |
| sva Surrogate Variable AnalysisJeffrey T. Leek | Jeffrey T. Leek | software | 5 May 2026 | 10,786 | 68 |
| VariantAnnotation Annotation of Genetic VariantsBioconductor Package Maintainer | Bioconductor Package Maintainer | software | 28 Apr 2026 | 9,771 | 76 |
| scran Methods for Single-Cell RNA-Seq Data AnalysisAaron Lun | Aaron Lun | software | 28 Apr 2026 | 9,391 | 62 |
| pcaMethods A collection of PCA methodsHenning Redestig | Henning Redestig | software | 28 Apr 2026 | 7,214 | 10 |
| minfi Analyze Illumina Infinium DNA methylation arraysKasper Daniel Hansen | Kasper Daniel Hansen | software | 28 Apr 2026 | 3,714 | 143 |
| 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 |
| Rsubread Mapping, quantification and variant analysis of sequencing dataWei Shi | Wei Shi | software | 28 Apr 2026 | 2,722 | 8 |
| metagenomeSeq Statistical analysis for sparse high-throughput sequencingJoseph N. Paulson | Joseph N. Paulson | software | 28 Apr 2026 | 2,722 | 32 |
| ALDEx2 Analysis Of Differential Abundance Taking Sample and Scale Variation Into AccountGreg Gloor | Greg Gloor | software | 28 Apr 2026 | 2,311 | 56 |
| DiffBind Differential Binding Analysis of ChIP-Seq Peak DataRory Stark | Rory Stark | software | 21 Jul 2026 | 2,194 | 141 |
| missMethyl Analysing Illumina HumanMethylation BeadChip DataBelinda Phipson | Belinda Phipson | software | 12 May 2026 | 1,816 | 169 |
| ChAMP Chip Analysis Methylation Pipeline for Illumina HumanMethylation450 and EPICYuan Tian | Yuan Tian | software | 28 Apr 2026 | 1,448 | 266 |
| MSstats Protein Significance Analysis in DDA, SRM and DIA for Label-free or Label-based Proteomics ExperimentsMeena Choi | Meena Choi | software | 28 Apr 2026 | 1,385 | 100 |
| csaw ChIP-Seq Analysis with WindowsAaron Lun | Aaron Lun | software | 28 Apr 2026 | 1,327 | 46 |
| 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 |
| PureCN Copy number calling and SNV classification using targeted short read sequencingMarkus Riester | Markus Riester | software | 28 Apr 2026 | 1,083 | 101 |
| quantro A test for when to use quantile normalizationStephanie Hicks | Stephanie Hicks | software | 28 Apr 2026 | 1,046 | 153 |
| 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 |
| ACME Algorithms for Calculating Microarray Enrichment (ACME)Sean Davis | Sean Davis | software | 28 Apr 2026 | 1,010 | 7 |
| HTSFilter Filter replicated high-throughput transcriptome sequencing dataAndrea Rau | Andrea Rau | software | 28 Apr 2026 | 982 | 58 |
| affylmGUI GUI for limma Package with Affymetrix MicroarraysGordon Smyth | Gordon Smyth | software | 28 Apr 2026 | 967 | 55 |
| diffHic Differential Analysis of Hi-C DataAaron Lun | Aaron Lun | software | 28 Apr 2026 | 962 | 74 |
| podkat Position-Dependent Kernel Association TestUlrich Bodenhofer | Ulrich Bodenhofer | software | 28 Apr 2026 | 946 | 59 |