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 data6 versions - Latest release: 2 months ago - 24.1 thousand downloads total - 1 maintainer
Top 3.0% on bioconductor.org
7 versions - Latest release: 2 months ago - 11 dependent packages - 246 thousand downloads total - 71 stars on GitHub - 1 maintainer
metagenomeSeq 1.52.0
Statistical analysis for sparse high-throughput sequencing7 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 technique6 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 Modifications12 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 normalization6 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 Data6 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
7 versions - Latest release: 2 months ago - 4 dependent packages - 242 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: 2 months ago - 4 dependent packages - 242 thousand downloads total - 1 maintainer
CONSTANd 1.18.0
Data normalization by matrix raking6 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 Sequencing6 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 Normalization6 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 Structure6 versions - Latest release: 3 months ago - 9.08 thousand downloads total - 0 stars on GitHub - 1 maintainer
qsmooth 1.26.0
Smooth quantile normalization6 versions - Latest release: 2 months ago - 15.7 thousand downloads total - 1 maintainer
Top 4.4% on bioconductor.org
7 versions - Latest release: 2 months ago - 8 dependent packages - 104 thousand downloads total - 1 maintainer
csaw 1.44.0
ChIP-Seq Analysis with Windows7 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 R11 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 statistics6 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 Pipeline6 versions - Latest release: 2 months ago - 15.4 thousand downloads total - 1 maintainer
NanoStringDiff 1.40.0
Differential Expression Analysis of NanoString nCounter Data6 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 Data8 versions - Latest release: 3 months ago - 11.3 thousand downloads total - 1 maintainer
Rnits 1.44.0
R Normalization and Inference of Time Series data6 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 projects3 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 Tidyverse7 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 Tools6 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 data6 versions - Latest release: 2 months ago - 9.23 thousand downloads total - 1 maintainer
spqn 1.22.0
Spatial quantile normalization6 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 Analysis6 versions - Latest release: 2 months ago - 16.9 thousand downloads total - 1 maintainer
scMerge 1.26.0
scMerge: Merging multiple batches of scRNA-seq data6 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
6 versions - Latest release: 2 months ago - 57.4 thousand downloads total - 1 maintainer
limmaGUI 1.86.0
GUI for limma Package With Two Color Microarrays6 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 data7 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 model2 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 Analysis1 version - Latest release: 3 months ago - 688 downloads total - 1 maintainer
anota2seq 1.32.0
Generally applicable transcriptome-wide analysis of translational efficiency using anota2seq6 versions - Latest release: 2 months ago - 22.6 thousand downloads total - 2 maintainers
epimutacions 1.14.0
Robust outlier identification for DNA methylation data7 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 in6 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 samples6 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 Data11 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 Platform6 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 Models6 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 HTS6 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++ Libraries4 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 data6 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 data6 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 BeadChip11 versions - Latest release: 4 days ago - 47.9 thousand downloads total - 1 maintainer
Prostar 1.42.0
Provides a GUI for DAPAR12 versions - Latest release: 2 months ago - 25.4 thousand downloads total - 1 maintainer
netSmooth 1.30.0
Network smoothing for scRNAseq6 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 data6 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 data6 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 sequencing6 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 Platforms6 versions - Latest release: 2 months ago - 20.5 thousand downloads total - 1 maintainer
Pigengene 1.35.0
Infers biological signatures from gene expression data6 versions - Latest release: 2 months ago - 1 dependent package - 20.8 thousand downloads total - 1 maintainer
MEAT 1.22.0
Muscle Epigenetic Age Test6 versions - Latest release: 3 months ago - 10.7 thousand downloads total - 0 stars on GitHub - 1 maintainer
microbiomeExplorer 1.20.0
Microbiome Exploration App6 versions - Latest release: 2 months ago - 13.3 thousand downloads total - 1 maintainer
Dino 1.16.0
Normalization of Single-Cell mRNA Sequencing Data6 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 Consensus4 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 data6 versions - Latest release: 2 months ago - 9.31 thousand downloads total - 1 maintainer
Cardinal 3.12.0
A mass spectrometry imaging toolbox for statistical analysis11 versions - Latest release: 2 months ago - 45.3 thousand downloads total - 1 maintainer
DegNorm 1.20.0
DegNorm: degradation normalization for RNA-seq data6 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 regression2 versions - Latest release: 3 months ago - 2.52 thousand downloads total - 6 stars on GitHub - 1 maintainer
Top 4.7% on bioconductor.org
12 versions - Latest release: 5 days ago - 8 dependent packages - 94.3 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: 5 days ago - 8 dependent packages - 94.3 thousand downloads total - 1 maintainer
CNVPanelizer 1.42.0
Reliable CNV detection in targeted sequencing applications6 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
6 versions - Latest release: 2 months ago - 3 dependent packages - 48.8 thousand downloads total - 1 maintainer
quantro 1.44.0
A test for when to use quantile normalization6 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 data8 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 matrix5 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 species7 versions - Latest release: 5 days ago - 9.03 thousand downloads total - 3 stars on GitHub - 1 maintainer
Top 4.3% on bioconductor.org
7 versions - Latest release: 2 months ago - 1 dependent package - 157 thousand downloads total - 1 maintainer
ChAMP 2.40.0
Chip Analysis Methylation Pipeline for Illumina HumanMethylation450 and EPIC7 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 Normalization6 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 Data1 version - Latest release: 3 months ago - 1.18 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 3.0% on bioconductor.org
7 versions - Latest release: 2 months ago - 5 dependent packages - 437 thousand downloads total - 1 maintainer
batchelor 1.26.0
Single-Cell Batch Correction Methods7 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
8 versions - Latest release: 2 months ago - 62 dependent packages - 681 thousand downloads total - 44 stars on GitHub - 1 maintainer
scran 1.38.0
Methods for Single-Cell RNA-Seq Data Analysis8 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 package2 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 tidyverse8 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 dream7 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 networks6 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 Data6 versions - Latest release: 2 months ago - 16.1 thousand downloads total - 1 maintainer
lipidr 2.24.0
Data Mining and Analysis of Lipidomics Datasets7 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 Transformation6 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 MeDIP6 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 functions7 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 network6 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 Spectrometry6 versions - Latest release: 2 months ago - 16.4 thousand downloads total - 1 maintainer
CSSQ 1.22.0
Chip-seq Signal Quantifier Pipeline6 versions - Latest release: 3 months ago - 9.83 thousand downloads total - 1 maintainer
BASiCStan 1.12.0
Stan implementation of BASiCS6 versions - Latest release: 3 months ago - 7.19 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 2.1% on bioconductor.org
6 versions - Latest release: 2 months ago - 41 dependent packages - 1.06 million downloads total - 1 maintainer
scuttle 1.20.0
Single-Cell RNA-Seq Analysis Utilities6 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 data7 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 analysis5 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 Models3 versions - Latest release: 2 months ago - 2.51 thousand downloads total - 1 maintainer
GeomxTools 3.14.0
NanoString GeoMx Tools9 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 analysis6 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 analysis6 versions - Latest release: 3 months ago - 29.7 thousand downloads total - 1 maintainer
Top 4.8% on bioconductor.org
6 versions - Latest release: 2 months ago - 77.7 thousand downloads total - 1 maintainer
affylmGUI 1.84.0
GUI for limma Package with Affymetrix Microarrays6 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 experiments4 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