bioconductor.org "Normalization" keyword
Top 1.5% on bioconductor.org
10 versions - Latest release: 22 days ago - 96 dependent packages - 1.09 million downloads total - 1 maintainer
scater 1.38.1
Single-Cell Analysis Toolkit for Gene Expression Data in R10 versions - Latest release: 22 days ago - 96 dependent packages - 1.09 million downloads total - 1 maintainer
yarn 1.36.0
YARN: Robust Multi-Condition RNA-Seq Preprocessing and Normalization6 versions - Latest release: 5 months ago - 1 dependent package - 25.3 thousand downloads total - 1 maintainer
Top 0.5% on bioconductor.org
11 versions - Latest release: 5 months ago - 146 dependent packages - 4.3 million downloads total - 330 stars on GitHub - 1 maintainer
DESeq2 1.50.2
Differential gene expression analysis based on the negative binomial distribution11 versions - Latest release: 5 months ago - 146 dependent packages - 4.3 million downloads total - 330 stars on GitHub - 1 maintainer
Top 1.9% on bioconductor.org
8 versions - Latest release: 5 months ago - 31 dependent packages - 954 thousand downloads total - 63 stars on GitHub - 1 maintainer
minfi 1.56.0
Analyze Illumina Infinium DNA methylation arrays8 versions - Latest release: 5 months ago - 31 dependent packages - 954 thousand downloads total - 63 stars on GitHub - 1 maintainer
Top 0.6% on bioconductor.org
26 versions - Latest release: 3 months ago - 181 dependent packages - 4.35 million downloads total - 4 maintainers
edgeR 4.8.2
Empirical Analysis of Digital Gene Expression Data in R26 versions - Latest release: 3 months ago - 181 dependent packages - 4.35 million downloads total - 4 maintainers
HiCcompare 1.32.0
HiCcompare: Joint normalization and comparative analysis of multiple Hi-C datasets6 versions - Latest release: 5 months ago - 3 dependent packages - 37.8 thousand downloads total - 15 stars on GitHub - 1 maintainer
Top 6.9% on bioconductor.org
6 versions - Latest release: 5 months ago - 1 dependent package - 62.1 thousand downloads total - 1 maintainer
HTSFilter 1.50.0
Filter replicated high-throughput transcriptome sequencing data6 versions - Latest release: 5 months ago - 1 dependent package - 62.1 thousand downloads total - 1 maintainer
Top 0.3% on bioconductor.org
16 versions - Latest release: 5 months ago - 322 dependent packages - 7.07 million downloads total - 1 maintainer
limma 3.66.0
Linear Models for Microarray and Omics Data16 versions - Latest release: 5 months ago - 322 dependent packages - 7.07 million downloads total - 1 maintainer
Top 1.7% on bioconductor.org
7 versions - Latest release: 5 months ago - 43 dependent packages - 1.2 million downloads total - 3 maintainers
sva 3.58.0
Surrogate Variable Analysis7 versions - Latest release: 5 months ago - 43 dependent packages - 1.2 million downloads total - 3 maintainers
Top 10.0% on bioconductor.org
6 versions - Latest release: 5 months ago - 2 dependent packages - 48.9 thousand downloads total - 1 maintainer
CAGEr 2.16.0
Analysis of CAGE (Cap Analysis of Gene Expression) sequencing data for precise mapping of transcr...6 versions - Latest release: 5 months ago - 2 dependent packages - 48.9 thousand downloads total - 1 maintainer
randRotation 1.22.0
Random Rotation Methods for High Dimensional Data with Batch Structure6 versions - Latest release: 5 months ago - 9.97 thousand downloads total - 0 stars on GitHub - 1 maintainer
notame 1.0.1
Workflow for non-targeted LC-MS metabolic profiling2 versions - Latest release: 3 months ago - 1.86 thousand downloads total - 3 stars on GitHub - 1 maintainer
roastgsa 1.8.0
Rotation based gene set analysis5 versions - Latest release: 5 months ago - 6.34 thousand downloads total - 0 stars on GitHub - 1 maintainer
slalom 1.32.0
Factorial Latent Variable Modeling of Single-Cell RNA-Seq Data6 versions - Latest release: 5 months ago - 17 thousand downloads total - 1 maintainer
tidySummarizedExperiment 1.20.1
Brings SummarizedExperiment to the Tidyverse7 versions - Latest release: 5 months ago - 5 dependent packages - 24.9 thousand downloads total - 30 stars on GitHub - 1 maintainer
chevreulProcess 1.2.0
Tools for managing SingleCellExperiment objects as projects2 versions - Latest release: 5 months ago - 3.23 thousand downloads total - 0 stars on GitHub - 1 maintainer
chevreulShiny 1.2.0
Tools for managing SingleCellExperiment objects as projects3 versions - Latest release: 4 months ago - 3.02 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 4.7% on bioconductor.org
12 versions - Latest release: 2 months ago - 8 dependent packages - 97.6 thousand downloads total - 1 maintainer
MSstats 4.18.1
Protein Significance Analysis in DDA, SRM and DIA for Label-free or Label-based Proteomics Experi...12 versions - Latest release: 2 months ago - 8 dependent packages - 97.6 thousand downloads total - 1 maintainer
Prostar 1.42.0
Provides a GUI for DAPAR12 versions - Latest release: 5 months ago - 26.8 thousand downloads total - 1 maintainer
scrapper 1.4.0
Bindings to C++ Libraries for Single-Cell Analysis6 versions - Latest release: 5 months ago - 21.8 thousand downloads total - 1 maintainer
RUVnormalize 1.44.0
RUV for normalization of expression array data6 versions - Latest release: 5 months ago - 25.3 thousand downloads total - 1 maintainer
scQTLtools 1.2.4
scQTLtools: an R/Bioconductor package for comprehensive identification and visualization of singl...6 versions - Latest release: about 1 month ago - 2.89 thousand downloads total - 5 stars on GitHub - 1 maintainer
MSstatsLOBD 1.18.0
Assay characterization: estimation of limit of blanc(LoB) and limit of detection(LOD)6 versions - Latest release: 5 months ago - 8.51 thousand downloads total - 0 stars on GitHub - 1 maintainer
transformGamPoi 1.16.0
Variance Stabilizing Transformation for Gamma-Poisson Models6 versions - Latest release: 5 months ago - 9.85 thousand downloads total - 22 stars on GitHub - 1 maintainer
Top 4.5% on bioconductor.org
7 versions - Latest release: 5 months ago - 4 dependent packages - 253 thousand downloads total - 1 maintainer
AUCell 1.32.0
AUCell: Analysis of 'gene set' activity in single-cell RNA-seq data (e.g. identify cells with spe...7 versions - Latest release: 5 months ago - 4 dependent packages - 253 thousand downloads total - 1 maintainer
DspikeIn 1.0.0
Estimating Absolute Abundance from Microbial Spike-in Controls2 versions - Latest release: 4 months ago - 1.29 thousand downloads total - 16 stars on GitHub - 1 maintainer
Cardinal 3.12.1
A mass spectrometry imaging toolbox for statistical analysis12 versions - Latest release: about 1 month ago - 47.6 thousand downloads total - 1 maintainer
rgoslin 1.14.0
Lipid Shorthand Name Parsing and Normalization6 versions - Latest release: 5 months ago - 11.1 thousand downloads total - 6 stars on GitHub - 1 maintainer
SCBN 1.28.0
A statistical normalization method and differential expression analysis for RNA-seq data between ...6 versions - Latest release: 5 months ago - 1 dependent package - 13.1 thousand downloads total - 1 maintainer
zenith 1.12.0
Gene set analysis following differential expression using linear (mixed) modeling with dream7 versions - Latest release: 5 months ago - 2 dependent packages - 13 thousand downloads total - 0 stars on GitHub - 1 maintainer
RNAdecay 1.30.0
Maximum Likelihood Decay Modeling of RNA Degradation Data8 versions - Latest release: 5 months ago - 12.3 thousand downloads total - 1 maintainer
phantasus 1.30.0
Visual and interactive gene expression analysis6 versions - Latest release: 5 months ago - 21.2 thousand downloads total - 1 maintainer
MEB 1.24.0
A normalization-invariant minimum enclosing ball method to detect differentially expressed genes ...6 versions - Latest release: 5 months ago - 11.7 thousand downloads total - 2 maintainers
epimutacions 1.14.0
Robust outlier identification for DNA methylation data7 versions - Latest release: 5 months ago - 9.01 thousand downloads total - 0 stars on GitHub - 1 maintainer
sights 1.36.0
Statistics and dIagnostic Graphs for HTS6 versions - Latest release: 5 months ago - 17.1 thousand downloads total - 0 stars on GitHub - 1 maintainer
cellity 1.38.0
Quality Control for Single-Cell RNA-seq Data6 versions - Latest release: 5 months ago - 21.5 thousand downloads total - 1 maintainer
Pigengene 1.36.0
Infers biological signatures from gene expression data7 versions - Latest release: 5 days ago - 1 dependent package - 22.2 thousand downloads total - 1 maintainer
RiboDiPA 1.18.0
Differential pattern analysis for Ribo-seq data6 versions - Latest release: 5 months ago - 10.3 thousand downloads total - 1 maintainer
Top 4.4% on bioconductor.org
7 versions - Latest release: 5 months ago - 8 dependent packages - 107 thousand downloads total - 1 maintainer
csaw 1.44.0
ChIP-Seq Analysis with Windows7 versions - Latest release: 5 months ago - 8 dependent packages - 107 thousand downloads total - 1 maintainer
DCATS 1.8.0
Differential Composition Analysis Transformed by a Similarity matrix5 versions - Latest release: 5 months ago - 7.1 thousand downloads total - 1 maintainer
Doscheda 1.32.0
A DownStream Chemo-Proteomics Analysis Pipeline6 versions - Latest release: 5 months ago - 16.6 thousand downloads total - 1 maintainer
assorthead 1.4.0
Assorted Header-Only C++ Libraries4 versions - Latest release: 5 months ago - 364 thousand downloads total - 1 stars on GitHub - 1 maintainer
DEsubs 1.36.0
DEsubs: an R package for flexible identification of differentially expressed subpathways using RN...6 versions - Latest release: 5 months ago - 19.7 thousand downloads total - 2 maintainers
Top 2.1% on bioconductor.org
6 versions - Latest release: 5 months ago - 41 dependent packages - 1.11 million downloads total - 1 maintainer
scuttle 1.20.0
Single-Cell RNA-Seq Analysis Utilities6 versions - Latest release: 5 months ago - 41 dependent packages - 1.11 million downloads total - 1 maintainer
scry 1.22.0
Small-Count Analysis Methods for High-Dimensional Data6 versions - Latest release: 5 months ago - 29.4 thousand downloads total - 1 maintainer
Harman 1.38.0
The removal of batch effects from datasets using a PCA and constrained optimisation based technique6 versions - Latest release: 5 months ago - 1 dependent package - 31.8 thousand downloads total - 1 maintainer
MSstatsPTM 2.12.0
Statistical Characterization of Post-translational Modifications12 versions - Latest release: 5 months ago - 2 dependent packages - 20.1 thousand downloads total - 6 stars on GitHub - 1 maintainer
Rnits 1.44.0
R Normalization and Inference of Time Series data6 versions - Latest release: 5 months ago - 22 thousand downloads total - 1 maintainer
ppcseq 1.18.0
Probabilistic Outlier Identification for RNA Sequencing Generalized Linear Models6 versions - Latest release: 5 months ago - 9.42 thousand downloads total - 8 stars on GitHub - 1 maintainer
RUVcorr 1.42.0
Removal of unwanted variation for gene-gene correlations and related analysis6 versions - Latest release: 5 months ago - 30.9 thousand downloads total - 1 maintainer
microbiomeExplorer 1.20.0
Microbiome Exploration App6 versions - Latest release: 5 months ago - 14.3 thousand downloads total - 1 maintainer
Top 5.4% on bioconductor.org
6 versions - Latest release: 5 months ago - 59.2 thousand downloads total - 1 maintainer
limmaGUI 1.86.0
GUI for limma Package With Two Color Microarrays6 versions - Latest release: 5 months ago - 59.2 thousand downloads total - 1 maintainer
chevreulPlot 1.2.0
Plots used in the chevreulPlot package2 versions - Latest release: 5 months ago - 3.04 thousand downloads total - 0 stars on GitHub - 1 maintainer
crumblr 1.2.0
Count ratio uncertainty modeling base linear regression2 versions - Latest release: 5 months ago - 3.11 thousand downloads total - 6 stars on GitHub - 1 maintainer
sigFeature 1.28.0
sigFeature: Significant feature selection using SVM-RFE & t-statistic6 versions - Latest release: 5 months ago - 25.5 thousand downloads total - 1 maintainer
tidybulk 2.0.1
Brings transcriptomics to the tidyverse8 versions - Latest release: 5 months ago - 1 dependent package - 26.7 thousand downloads total - 176 stars on GitHub - 1 maintainer
DegNorm 1.20.0
DegNorm: degradation normalization for RNA-seq data6 versions - Latest release: 5 months ago - 11.7 thousand downloads total - 1 stars on GitHub - 1 maintainer
GeomxTools 3.14.0
NanoString GeoMx Tools9 versions - Latest release: 5 months ago - 3 dependent packages - 37.3 thousand downloads total - 1 maintainer
CNAnorm 1.56.0
A normalization method for Copy Number Aberration in cancer samples6 versions - Latest release: 5 months ago - 35.6 thousand downloads total - 1 maintainer
ADAPT 1.4.0
Analysis of Microbiome Differential Abundance by Pooling Tobit Models3 versions - Latest release: 5 months ago - 2.96 thousand downloads total - 1 maintainer
CSSQ 1.22.0
Chip-seq Signal Quantifier Pipeline6 versions - Latest release: 5 months ago - 10.9 thousand downloads total - 1 maintainer
MACSQuantifyR 1.24.0
Fast treatment of MACSQuantify FACS data6 versions - Latest release: 5 months ago - 10.1 thousand downloads total - 1 maintainer
CNVPanelizer 1.42.0
Reliable CNV detection in targeted sequencing applications6 versions - Latest release: 5 months ago - 24.3 thousand downloads total - 1 maintainer
flowSpecs 1.24.0
Tools for processing of high-dimensional cytometry data6 versions - Latest release: 5 months ago - 13.1 thousand downloads total - 6 stars on GitHub - 1 maintainer
lute 1.6.0
Framework for cell size scale factor normalized bulk transcriptomics deconvolution experiments4 versions - Latest release: 5 months ago - 4.42 thousand downloads total - 3 stars on GitHub - 1 maintainer
maaslin3 1.2.0
"Refining and extending generalized multivariate linear models for meta-omic association discovery"3 versions - Latest release: 5 months ago - 7.35 thousand downloads total - 1 maintainer
diffuStats 1.30.0
Diffusion scores on biological networks6 versions - Latest release: 5 months ago - 17.7 thousand downloads total - 1 maintainer
DEqMS 1.28.0
a tool to perform statistical analysis of differential protein expression for quantitative proteo...6 versions - Latest release: 5 months ago - 30.5 thousand downloads total - 17 stars on GitHub - 1 maintainer
Top 3.0% on bioconductor.org
7 versions - Latest release: 5 months ago - 11 dependent packages - 252 thousand downloads total - 71 stars on GitHub - 1 maintainer
metagenomeSeq 1.52.0
Statistical analysis for sparse high-throughput sequencing7 versions - Latest release: 5 months ago - 11 dependent packages - 252 thousand downloads total - 71 stars on GitHub - 1 maintainer
dreamlet 1.8.0
Scalable differential expression analysis of single cell transcriptomics datasets with complex st...7 versions - Latest release: 5 months ago - 10.2 thousand downloads total - 20 stars on GitHub - 1 maintainer
ramwas 1.34.0
Fast Methylome-Wide Association Study Pipeline for Enrichment Platforms6 versions - Latest release: 5 months ago - 21.8 thousand downloads total - 1 maintainer
HiCDOC 1.12.0
A/B compartment detection and differential analysis10 versions - Latest release: 5 months ago - 10.1 thousand downloads total - 4 stars on GitHub - 1 maintainer
NanoStringDiff 1.40.0
Differential Expression Analysis of NanoString nCounter Data6 versions - Latest release: 5 months ago - 1 dependent package - 24.7 thousand downloads total - 2 maintainers
SETA 1.0.0
Single Cell Ecological Taxonomic Analysis1 version - Latest release: 5 months ago - 1.19 thousand downloads total - 1 maintainer
Top 4.8% on bioconductor.org
6 versions - Latest release: 5 months ago - 79.7 thousand downloads total - 1 maintainer
affylmGUI 1.84.0
GUI for limma Package with Affymetrix Microarrays6 versions - Latest release: 5 months ago - 79.7 thousand downloads total - 1 maintainer
iNETgrate 1.8.0
Integrates DNA methylation data with gene expression in a single gene network6 versions - Latest release: 2 months ago - 6.27 thousand downloads total - 65 stars on GitHub - 1 maintainer
SCOPE 1.22.0
A normalization and copy number estimation method for single-cell DNA sequencing6 versions - Latest release: 5 months ago - 12.4 thousand downloads total - 1 maintainer
awst 1.18.0
Asymmetric Within-Sample Transformation6 versions - Latest release: 5 months ago - 11.7 thousand downloads total - 3 stars on GitHub - 1 maintainer
phosphonormalizer 1.34.0
Compensates for the bias introduced by median normalization in6 versions - Latest release: 5 months ago - 15.8 thousand downloads total - 1 maintainer
CODEX 1.42.0
A Normalization and Copy Number Variation Detection Method for Whole Exome Sequencing6 versions - Latest release: 5 months ago - 1 dependent package - 33.8 thousand downloads total - 1 maintainer
artMS 1.28.0
Analytical R tools for Mass Spectrometry6 versions - Latest release: 5 months ago - 17.7 thousand downloads total - 1 maintainer
CONSTANd 1.18.0
Data normalization by matrix raking6 versions - Latest release: 5 months ago - 9.6 thousand downloads total - 1 maintainer
blima 1.44.0
Tools for the preprocessing and analysis of the Illumina microarrays on the detector (bead) level7 versions - Latest release: 2 months ago - 24.1 thousand downloads total - 1 maintainer
qsmooth 1.26.0
Smooth quantile normalization6 versions - Latest release: 5 months ago - 16.8 thousand downloads total - 1 maintainer
AMARETTO 1.26.0
Regulatory Network Inference and Driver Gene Evaluation using Integrative Multi-Omics Analysis an...6 versions - Latest release: 5 months ago - 18 thousand downloads total - 1 maintainer
ProteoMM 1.28.0
Multi-Dataset Model-based Differential Expression Proteomics Analysis Platform6 versions - Latest release: 5 months ago - 15.9 thousand downloads total - 1 maintainer
bambu 3.12.1
Context-Aware Transcript Quantification from Long Read RNA-Seq data11 versions - Latest release: 3 months ago - 1 dependent package - 34.1 thousand downloads total - 234 stars on GitHub - 1 maintainer
Top 4.9% on bioconductor.org
11 versions - Latest release: 4 months ago - 5 dependent packages - 86 thousand downloads total - 70 stars on GitHub - 1 maintainer
CATALYST 1.34.1
Cytometry dATa anALYSis Tools11 versions - Latest release: 4 months ago - 5 dependent packages - 86 thousand downloads total - 70 stars on GitHub - 1 maintainer
singleCellTK 2.20.1
Comprehensive and Interactive Analysis of Single Cell RNA-Seq Data11 versions - Latest release: 2 months ago - 1 dependent package - 40.3 thousand downloads total - 1 maintainer
anota2seq 1.32.0
Generally applicable transcriptome-wide analysis of translational efficiency using anota2seq6 versions - Latest release: 5 months ago - 23.9 thousand downloads total - 2 maintainers
Top 2.1% on bioconductor.org
9 versions - Latest release: about 1 month ago - 62 dependent packages - 715 thousand downloads total - 44 stars on GitHub - 1 maintainer
scran 1.38.1
Methods for Single-Cell RNA-Seq Data Analysis9 versions - Latest release: about 1 month ago - 62 dependent packages - 715 thousand downloads total - 44 stars on GitHub - 1 maintainer
BASiCS 2.22.0
Bayesian Analysis of Single-Cell Sequencing data6 versions - Latest release: 5 months ago - 2 dependent packages - 34.1 thousand downloads total - 87 stars on GitHub - 1 maintainer
Top 3.0% on bioconductor.org
7 versions - Latest release: 5 months ago - 5 dependent packages - 454 thousand downloads total - 1 maintainer
batchelor 1.26.0
Single-Cell Batch Correction Methods7 versions - Latest release: 5 months ago - 5 dependent packages - 454 thousand downloads total - 1 maintainer
ENmix 1.46.2
Quality control and analysis tools for Illumina DNA methylation BeadChip12 versions - Latest release: 8 days ago - 49.9 thousand downloads total - 1 maintainer
Top 4.3% on bioconductor.org
7 versions - Latest release: 5 months ago - 1 dependent package - 160 thousand downloads total - 1 maintainer
ChAMP 2.40.0
Chip Analysis Methylation Pipeline for Illumina HumanMethylation450 and EPIC7 versions - Latest release: 5 months ago - 1 dependent package - 160 thousand downloads total - 1 maintainer
DAPAR 1.42.0
Tools for the Differential Analysis of Proteins Abundance with R11 versions - Latest release: 5 months ago - 1 dependent package - 31.5 thousand downloads total - 1 maintainer
diffHic 1.42.0
Differential Analysis of Hi-C Data6 versions - Latest release: 5 months ago - 35.1 thousand downloads total - 3 maintainers
Top 7.9% on bioconductor.org
6 versions - Latest release: 5 months ago - 3 dependent packages - 50.7 thousand downloads total - 1 maintainer
quantro 1.44.0
A test for when to use quantile normalization6 versions - Latest release: 5 months ago - 3 dependent packages - 50.7 thousand downloads total - 1 maintainer
batchCorr 1.0.0
Within And Between Batch Correction Of LC-MS Metabolomics Data1 version - Latest release: 5 months ago - 1.7 thousand downloads total - 0 stars on GitHub - 1 maintainer
hermes 1.14.0 💰
Preprocessing, analyzing, and reporting of RNA-seq data8 versions - Latest release: 5 months ago - 13 thousand downloads total - 12 stars on GitHub - 1 maintainer
Related Keywords
Software
189
Preprocessing
85
Sequencing
82
GeneExpression
80
DifferentialExpression
75
QualityControl
74
RNASeq
67
ImmunoOncology
57
Transcriptomics
48
SingleCell
47
Visualization
46
BatchEffect
43
Clustering
41
DataImport
39
MultipleComparison
36
Microarray
33
Transcription
31
Proteomics
31
MassSpectrometry
29
Regression
28
Coverage
26
DNAMethylation
18
GeneSetEnrichment
17
Bayesian
17
BiomedicalInformatics
17
DimensionReduction
17
Classification
15
TwoChannel
15
FunctionalGenomics
14
PrincipalComponent
14
StatisticalMethod
13
Epigenetics
13
ChIPSeq
13
SystemsBiology
13
OneChannel
12
Metabolomics
12
TimeCourse
12
Microbiome
11
bioconductor
11
Alignment
11
Genetics
11
MethylationArray
10
r
10
GeneRegulation
10
CopyNumberVariation
10
DataRepresentation
10
Network
9
DifferentialMethylation
9
mRNAMicroarray
9
GraphAndNetwork
8
HiC
8
DifferentialSplicing
8
Infrastructure
8
GUI
8
CellBiology
8
AlternativeSplicing
8
single-cell
7
Metagenomics
7
Pathways
7
normalization
6
Annotation
6
ExperimentalDesign
6
WorkflowStep
6
transcriptomics
6
genomics
6
ProprietaryPlatforms
6
DifferentialPeakCalling
5
rstats
5
ATACSeq
5
bioinformatics
5
KEGG
5
AssayDomain
5
tidyverse
5
ReportWriting
5
FeatureExtraction
5
r-package
4
MicroRNAArray
4
PeakDetection
4
GeneticVariability
4
proteomics
4
Survival
4
Lipidomics
4
CellBasedAssays
4
GenomicVariation
4
rnaseq
3
visualization
3
single-cell-rna-seq
3
SupportVectorMachine
3
BiologicalQuestion
3
ShinyApps
3
DNA3DStructure
3
Spatial
3
ExonArray
3
NetworkInference
3
FlowCytometry
3
microbiome
3
rna-seq
3
Cheminformatics
3
tibble
2
human-cell-atlas
2