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bioconductor.org "Normalization" keyword

View the packages on the bioconductor.org package registry that are tagged with the "Normalization" keyword.

RUVnormalize 1.44.0
RUV for normalization of expression array data
6 versions - Latest release: 2 months ago - 24.1 thousand downloads total - 1 maintainer
Top 3.0% on bioconductor.org
metagenomeSeq 1.52.0
Statistical analysis for sparse high-throughput sequencing
7 versions - Latest release: 2 months ago - 11 dependent packages - 246 thousand downloads total - 71 stars on GitHub - 1 maintainer
Harman 1.38.0
The removal of batch effects from datasets using a PCA and constrained optimisation based technique
6 versions - Latest release: 2 months ago - 1 dependent package - 30.3 thousand downloads total - 1 maintainer
MSstatsPTM 2.12.0
Statistical Characterization of Post-translational Modifications
12 versions - Latest release: 2 months ago - 2 dependent packages - 18.8 thousand downloads total - 6 stars on GitHub - 1 maintainer
AMARETTO 1.26.0
Regulatory Network Inference and Driver Gene Evaluation using Integrative Multi-Omics Analysis an...
6 versions - Latest release: 3 months ago - 16.9 thousand downloads total - 1 maintainer
MBQN 2.22.0
Mean/Median-balanced quantile normalization
6 versions - Latest release: 3 months ago - 10.5 thousand downloads total - 2 stars on GitHub - 1 maintainer
diffHic 1.42.0
Differential Analysis of Hi-C Data
6 versions - Latest release: 2 months ago - 33.3 thousand downloads total - 3 maintainers
DEqMS 1.28.0
a tool to perform statistical analysis of differential protein expression for quantitative proteo...
6 versions - Latest release: 2 months ago - 28.8 thousand downloads total - 17 stars on GitHub - 1 maintainer
Top 4.5% on bioconductor.org
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: 2 months ago - 4 dependent packages - 242 thousand downloads total - 1 maintainer
CONSTANd 1.18.0
Data normalization by matrix raking
6 versions - Latest release: 2 months ago - 8.71 thousand downloads total - 1 maintainer
CODEX 1.42.0
A Normalization and Copy Number Variation Detection Method for Whole Exome Sequencing
6 versions - Latest release: 2 months ago - 1 dependent package - 32.5 thousand downloads total - 1 maintainer
rgoslin 1.14.0
Lipid Shorthand Name Parsing and Normalization
6 versions - Latest release: 2 months ago - 10 thousand downloads total - 6 stars on GitHub - 1 maintainer
randRotation 1.22.0
Random Rotation Methods for High Dimensional Data with Batch Structure
6 versions - Latest release: 3 months ago - 9.08 thousand downloads total - 0 stars on GitHub - 1 maintainer
qsmooth 1.26.0
Smooth quantile normalization
6 versions - Latest release: 2 months ago - 15.7 thousand downloads total - 1 maintainer
Top 4.4% on bioconductor.org
csaw 1.44.0
ChIP-Seq Analysis with Windows
7 versions - Latest release: 2 months ago - 8 dependent packages - 104 thousand downloads total - 1 maintainer
DAPAR 1.42.0
Tools for the Differential Analysis of Proteins Abundance with R
11 versions - Latest release: 2 months ago - 1 dependent package - 29.9 thousand downloads total - 1 maintainer
NormalyzerDE 1.28.0
Evaluation of normalization methods and calculation of differential expression analysis statistics
6 versions - Latest release: 2 months ago - 25.3 thousand downloads total - 25 stars on GitHub - 1 maintainer
Doscheda 1.32.0
A DownStream Chemo-Proteomics Analysis Pipeline
6 versions - Latest release: 2 months ago - 15.4 thousand downloads total - 1 maintainer
NanoStringDiff 1.40.0
Differential Expression Analysis of NanoString nCounter Data
6 versions - Latest release: 3 months ago - 1 dependent package - 23.6 thousand downloads total - 2 maintainers
RNAdecay 1.30.0
Maximum Likelihood Decay Modeling of RNA Degradation Data
8 versions - Latest release: 3 months ago - 11.3 thousand downloads total - 1 maintainer
Rnits 1.44.0
R Normalization and Inference of Time Series data
6 versions - Latest release: 2 months ago - 20.6 thousand downloads total - 1 maintainer
scQTLtools 1.2.3
scQTLtools: an R/Bioconductor package for comprehensive identification and visualization of singl...
5 versions - Latest release: 4 days ago - 2.28 thousand downloads total - 0 stars on GitHub - 1 maintainer
chevreulShiny 1.2.0
Tools for managing SingleCellExperiment objects as projects
3 versions - Latest release: about 1 month ago - 2.33 thousand downloads total - 0 stars on GitHub - 1 maintainer
tidySummarizedExperiment 1.20.1
Brings SummarizedExperiment to the Tidyverse
7 versions - Latest release: 2 months ago - 5 dependent packages - 23.4 thousand downloads total - 26 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: 3 months ago - 8.98 thousand downloads total - 20 stars on GitHub - 1 maintainer
qmtools 1.14.0
Quantitative Metabolomics Data Processing Tools
6 versions - Latest release: 3 months ago - 7.74 thousand downloads total - 2 stars on GitHub - 1 maintainer
MACSQuantifyR 1.24.0
Fast treatment of MACSQuantify FACS data
6 versions - Latest release: 2 months ago - 9.23 thousand downloads total - 1 maintainer
spqn 1.22.0
Spatial quantile normalization
6 versions - Latest release: 2 months ago - 10.3 thousand downloads total - 5 stars on GitHub - 1 maintainer
ELViS 1.2.0
An R Package for Estimating Copy Number Levels of Viral Genome Segments Using Base-Resolution Rea...
2 versions - Latest release: 3 months ago - 2.49 thousand downloads total - 0 stars on GitHub - 1 maintainer
scrapper 1.4.0
Bindings to C++ Libraries for Single-Cell Analysis
6 versions - Latest release: 2 months ago - 16.9 thousand downloads total - 1 maintainer
scMerge 1.26.0
scMerge: Merging multiple batches of scRNA-seq data
6 versions - Latest release: 3 months ago - 2 dependent packages - 49.4 thousand downloads total - 68 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: 2 months ago - 7.75 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 5.4% on bioconductor.org
limmaGUI 1.86.0
GUI for limma Package With Two Color Microarrays
6 versions - Latest release: 2 months ago - 57.4 thousand downloads total - 1 maintainer
bnbc 1.32.0
Bandwise normalization and batch correction of Hi-C data
7 versions - Latest release: 3 months ago - 17.6 thousand downloads total - 2 stars on GitHub - 1 maintainer
CPSM 1.2.0
CPSM: Cancer patient survival model
2 versions - Latest release: 3 months ago - 2.45 thousand downloads total - 1 stars on GitHub - 1 maintainer
SETA 1.0.0
Single Cell Ecological Taxonomic Analysis
1 version - Latest release: 3 months ago - 688 downloads total - 1 maintainer
anota2seq 1.32.0
Generally applicable transcriptome-wide analysis of translational efficiency using anota2seq
6 versions - Latest release: 2 months ago - 22.6 thousand downloads total - 2 maintainers
epimutacions 1.14.0
Robust outlier identification for DNA methylation data
7 versions - Latest release: 3 months ago - 7.83 thousand downloads total - 0 stars on GitHub - 1 maintainer
phosphonormalizer 1.34.0
Compensates for the bias introduced by median normalization in
6 versions - Latest release: 2 months ago - 14.7 thousand downloads total - 1 maintainer
CNAnorm 1.56.0
A normalization method for Copy Number Aberration in cancer samples
6 versions - Latest release: 3 months ago - 34.2 thousand downloads total - 1 maintainer
singleCellTK 2.20.1
Comprehensive and Interactive Analysis of Single Cell RNA-Seq Data
11 versions - Latest release: 4 days ago - 1 dependent package - 38.4 thousand downloads total - 1 maintainer
ProteoMM 1.28.0
Multi-Dataset Model-based Differential Expression Proteomics Analysis Platform
6 versions - Latest release: 2 months ago - 14.9 thousand downloads total - 1 maintainer
ppcseq 1.18.0
Probabilistic Outlier Identification for RNA Sequencing Generalized Linear Models
6 versions - Latest release: 3 months ago - 8.5 thousand downloads total - 8 stars on GitHub - 1 maintainer
sights 1.36.0
Statistics and dIagnostic Graphs for HTS
6 versions - Latest release: 3 months ago - 15.9 thousand downloads total - 0 stars on GitHub - 1 maintainer
assorthead 1.4.0
Assorted Header-Only C++ Libraries
4 versions - Latest release: 2 months ago - 308 thousand downloads total - 1 stars on GitHub - 1 maintainer
Wrench 1.28.0
Wrench normalization for sparse count data
6 versions - Latest release: 3 months ago - 1 dependent package - 161 thousand downloads total - 6 stars on GitHub - 1 maintainer
normalize450K 1.38.0
Preprocessing of Illumina Infinium 450K data
6 versions - Latest release: 2 months ago - 15.7 thousand downloads total - 1 maintainer
ENmix 1.46.1
Quality control and analysis tools for Illumina DNA methylation BeadChip
11 versions - Latest release: 4 days ago - 47.9 thousand downloads total - 1 maintainer
Prostar 1.42.0
Provides a GUI for DAPAR
12 versions - Latest release: 2 months ago - 25.4 thousand downloads total - 1 maintainer
netSmooth 1.30.0
Network smoothing for scRNAseq
6 versions - Latest release: 3 months ago - 1 dependent package - 15.7 thousand downloads total - 28 stars on GitHub - 1 maintainer
flowSpecs 1.24.0
Tools for processing of high-dimensional cytometry data
6 versions - Latest release: 2 months ago - 12 thousand downloads total - 6 stars on GitHub - 1 maintainer
BASiCS 2.22.0
Bayesian Analysis of Single-Cell Sequencing data
6 versions - Latest release: 3 months ago - 2 dependent packages - 32.5 thousand downloads total - 84 stars on GitHub - 1 maintainer
SCOPE 1.22.0
A normalization and copy number estimation method for single-cell DNA sequencing
6 versions - Latest release: 2 months ago - 11.3 thousand downloads total - 1 maintainer
ramwas 1.34.0
Fast Methylome-Wide Association Study Pipeline for Enrichment Platforms
6 versions - Latest release: 2 months ago - 20.5 thousand downloads total - 1 maintainer
Pigengene 1.35.0
Infers biological signatures from gene expression data
6 versions - Latest release: 2 months ago - 1 dependent package - 20.8 thousand downloads total - 1 maintainer
MEAT 1.22.0
Muscle Epigenetic Age Test
6 versions - Latest release: 3 months ago - 10.7 thousand downloads total - 0 stars on GitHub - 1 maintainer
microbiomeExplorer 1.20.0
Microbiome Exploration App
6 versions - Latest release: 2 months ago - 13.3 thousand downloads total - 1 maintainer
Dino 1.16.0
Normalization of Single-Cell mRNA Sequencing Data
6 versions - Latest release: 3 months ago - 8.57 thousand downloads total - 9 stars on GitHub - 1 maintainer
dar 1.6.0
Differential Abundance Analysis by Consensus
4 versions - Latest release: 2 months ago - 4.65 thousand downloads total - 4 stars on GitHub - 1 maintainer
RiboDiPA 1.18.0
Differential pattern analysis for Ribo-seq data
6 versions - Latest release: 2 months ago - 9.31 thousand downloads total - 1 maintainer
Cardinal 3.12.0
A mass spectrometry imaging toolbox for statistical analysis
11 versions - Latest release: 2 months ago - 45.3 thousand downloads total - 1 maintainer
DegNorm 1.20.0
DegNorm: degradation normalization for RNA-seq data
6 versions - Latest release: 2 months ago - 10.7 thousand downloads total - 1 stars on GitHub - 1 maintainer
crumblr 1.2.0
Count ratio uncertainty modeling base linear regression
2 versions - Latest release: 3 months ago - 2.52 thousand downloads total - 6 stars on GitHub - 1 maintainer
Top 4.7% on bioconductor.org
MSstats 4.18.1
Protein Significance Analysis in DDA, SRM and DIA for Label-free or Label-based Proteomics Experi...
12 versions - Latest release: 5 days ago - 8 dependent packages - 94.3 thousand downloads total - 1 maintainer
CNVPanelizer 1.42.0
Reliable CNV detection in targeted sequencing applications
6 versions - Latest release: 2 months ago - 22.9 thousand downloads total - 1 maintainer
multiHiCcompare 1.28.0
Normalize and detect differences between Hi-C datasets when replicates of each experimental condi...
6 versions - Latest release: 3 months ago - 2 dependent packages - 18.3 thousand downloads total - 10 stars on GitHub - 1 maintainer
Top 7.9% on bioconductor.org
quantro 1.44.0
A test for when to use quantile normalization
6 versions - Latest release: 2 months ago - 3 dependent packages - 48.8 thousand downloads total - 1 maintainer
UMI4Cats 1.20.0
UMI4Cats: Processing, analysis and visualization of UMI-4C chromatin contact data
8 versions - Latest release: 3 months ago - 9.94 thousand downloads total - 5 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: 2 months ago - 5.76 thousand downloads total - 1 maintainer
DCATS 1.8.0
Differential Composition Analysis Transformed by a Similarity matrix
5 versions - Latest release: 2 months ago - 6.37 thousand downloads total - 1 maintainer
TEKRABber 1.14.1
An R package estimates the correlations of orthologs and transposable elements between two species
7 versions - Latest release: 5 days ago - 9.03 thousand downloads total - 3 stars on GitHub - 1 maintainer
Top 4.3% on bioconductor.org
ChAMP 2.40.0
Chip Analysis Methylation Pipeline for Illumina HumanMethylation450 and EPIC
7 versions - Latest release: 2 months ago - 1 dependent package - 157 thousand downloads total - 1 maintainer
yarn 1.36.0
YARN: Robust Multi-Condition RNA-Seq Preprocessing and Normalization
6 versions - Latest release: 2 months ago - 1 dependent package - 23.8 thousand downloads total - 1 maintainer
batchCorr 1.0.0
Within And Between Batch Correction Of LC-MS Metabolomics Data
1 version - Latest release: 3 months ago - 1.18 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 3.0% on bioconductor.org
batchelor 1.26.0
Single-Cell Batch Correction Methods
7 versions - Latest release: 2 months ago - 5 dependent packages - 437 thousand downloads total - 1 maintainer
gemma.R 3.6.1
A wrapper for Gemma's Restful API to access curated gene expression data and differential express...
18 versions - Latest release: 5 days ago - 8.79 thousand downloads total - 10 stars on GitHub - 1 maintainer
Top 2.1% on bioconductor.org
scran 1.38.0
Methods for Single-Cell RNA-Seq Data Analysis
8 versions - Latest release: 2 months ago - 62 dependent packages - 681 thousand downloads total - 44 stars on GitHub - 1 maintainer
chevreulPlot 1.2.0
Plots used in the chevreulPlot package
2 versions - Latest release: 2 months ago - 2.52 thousand downloads total - 0 stars on GitHub - 1 maintainer
tidybulk 2.0.1
Brings transcriptomics to the tidyverse
8 versions - Latest release: 3 months ago - 1 dependent package - 25.1 thousand downloads total - 173 stars on GitHub - 1 maintainer
zenith 1.12.0
Gene set analysis following differential expression using linear (mixed) modeling with dream
7 versions - Latest release: 2 months ago - 2 dependent packages - 11.6 thousand downloads total - 0 stars on GitHub - 1 maintainer
diffuStats 1.30.0
Diffusion scores on biological networks
6 versions - Latest release: 3 months ago - 16.8 thousand downloads total - 1 maintainer
slalom 1.32.0
Factorial Latent Variable Modeling of Single-Cell RNA-Seq Data
6 versions - Latest release: 2 months ago - 16.1 thousand downloads total - 1 maintainer
lipidr 2.24.0
Data Mining and Analysis of Lipidomics Datasets
7 versions - Latest release: 3 months ago - 1 dependent package - 18.4 thousand downloads total - 31 stars on GitHub - 1 maintainer
awst 1.18.0
Asymmetric Within-Sample Transformation
6 versions - Latest release: 2 months ago - 10.9 thousand downloads total - 3 stars on GitHub - 1 maintainer
spiky 1.16.0
Spike-in calibration for cell-free MeDIP
6 versions - Latest release: 3 months ago - 8.03 thousand downloads total - 3 stars on GitHub - 1 maintainer
epiregulon.extra 1.6.0
Companion package to epiregulon with additional plotting, differential and graph functions
7 versions - Latest release: 3 months ago - 5.09 thousand downloads total - 0 stars on GitHub - 1 maintainer
iNETgrate 1.8.0
Integrates DNA methylation data with gene expression in a single gene network
6 versions - Latest release: 5 days ago - 5.39 thousand downloads total - 65 stars on GitHub - 1 maintainer
artMS 1.28.0
Analytical R tools for Mass Spectrometry
6 versions - Latest release: 2 months ago - 16.4 thousand downloads total - 1 maintainer
CSSQ 1.22.0
Chip-seq Signal Quantifier Pipeline
6 versions - Latest release: 3 months ago - 9.83 thousand downloads total - 1 maintainer
BASiCStan 1.12.0
Stan implementation of BASiCS
6 versions - Latest release: 3 months ago - 7.19 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 2.1% on bioconductor.org
scuttle 1.20.0
Single-Cell RNA-Seq Analysis Utilities
6 versions - Latest release: 2 months ago - 41 dependent packages - 1.06 million downloads total - 1 maintainer
scone 1.34.0
Single Cell Overview of Normalized Expression data
7 versions - Latest release: 2 months ago - 33.6 thousand downloads total - 52 stars on GitHub - 1 maintainer
roastgsa 1.8.0
Rotation based gene set analysis
5 versions - Latest release: 2 months ago - 5.48 thousand downloads total - 0 stars on GitHub - 1 maintainer
ADAPT 1.4.0
Analysis of Microbiome Differential Abundance by Pooling Tobit Models
3 versions - Latest release: 2 months ago - 2.51 thousand downloads total - 1 maintainer
GeomxTools 3.14.0
NanoString GeoMx Tools
9 versions - Latest release: 3 months ago - 3 dependent packages - 34.2 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: 2 months ago - 10.7 thousand downloads total - 2 maintainers
phantasus 1.30.0
Visual and interactive gene expression analysis
6 versions - Latest release: 3 months ago - 19.8 thousand downloads total - 1 maintainer
RUVcorr 1.42.0
Removal of unwanted variation for gene-gene correlations and related analysis
6 versions - Latest release: 3 months ago - 29.7 thousand downloads total - 1 maintainer
Top 4.8% on bioconductor.org
affylmGUI 1.84.0
GUI for limma Package with Affymetrix Microarrays
6 versions - Latest release: 2 months ago - 77.7 thousand downloads total - 1 maintainer
lute 1.6.0
Framework for cell size scale factor normalized bulk transcriptomics deconvolution experiments
4 versions - Latest release: 3 months ago - 4.24 thousand downloads total - 3 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 Bayesian 17 BiomedicalInformatics 17 GeneSetEnrichment 17 DimensionReduction 17 TwoChannel 15 Classification 15 FunctionalGenomics 14 PrincipalComponent 14 ChIPSeq 13 Epigenetics 13 SystemsBiology 13 StatisticalMethod 13 Metabolomics 12 TimeCourse 12 OneChannel 12 bioconductor 11 Microbiome 11 Genetics 11 Alignment 11 CopyNumberVariation 10 DataRepresentation 10 GeneRegulation 10 MethylationArray 10 r 10 mRNAMicroarray 9 DifferentialMethylation 9 Network 9 DifferentialSplicing 8 HiC 8 GUI 8 GraphAndNetwork 8 Infrastructure 8 CellBiology 8 AlternativeSplicing 8 Metagenomics 7 Pathways 7 single-cell 7 genomics 6 Annotation 6 ExperimentalDesign 6 normalization 6 ProprietaryPlatforms 6 WorkflowStep 6 transcriptomics 6 ATACSeq 5 tidyverse 5 AssayDomain 5 ReportWriting 5 FeatureExtraction 5 rstats 5 bioinformatics 5 KEGG 5 DifferentialPeakCalling 5 GeneticVariability 4 Survival 4 PeakDetection 4 MicroRNAArray 4 Lipidomics 4 r-package 4 GenomicVariation 4 proteomics 4 CellBasedAssays 4 Spatial 3 BiologicalQuestion 3 single-cell-rna-seq 3 microbiome 3 NetworkInference 3 FlowCytometry 3 rnaseq 3 DNA3DStructure 3 SupportVectorMachine 3 ExonArray 3 ShinyApps 3 Cheminformatics 3 GO 2 CRISPR 2 MethylSeq 2 chromatin 2