bioconductor.org "Normalization" keyword
Top 0.5% on bioconductor.org
11 versions - Latest release: 4 months ago - 146 dependent packages - 4.2 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: 4 months ago - 146 dependent packages - 4.2 million downloads total - 330 stars on GitHub - 1 maintainer
Top 1.7% on bioconductor.org
7 versions - Latest release: 4 months ago - 43 dependent packages - 1.17 million downloads total - 3 maintainers
sva 3.58.0
Surrogate Variable Analysis7 versions - Latest release: 4 months ago - 43 dependent packages - 1.17 million downloads total - 3 maintainers
Top 0.6% on bioconductor.org
26 versions - Latest release: 2 months ago - 181 dependent packages - 4.27 million downloads total - 4 maintainers
edgeR 4.8.2
Empirical Analysis of Digital Gene Expression Data in R26 versions - Latest release: 2 months ago - 181 dependent packages - 4.27 million downloads total - 4 maintainers
Top 0.3% on bioconductor.org
16 versions - Latest release: 4 months ago - 322 dependent packages - 6.95 million downloads total - 1 maintainer
limma 3.66.0
Linear Models for Microarray and Omics Data16 versions - Latest release: 4 months ago - 322 dependent packages - 6.95 million downloads total - 1 maintainer
SanityR 1.0.0
R/Bioconductor interface to the Sanity model gene expression analysis1 version - Latest release: 4 months ago - 1.15 thousand downloads total - 2 stars on GitHub - 1 maintainer
MSstatsShiny 1.12.1
MSstats GUI for Statistical Anaylsis of Proteomics Experiments11 versions - Latest release: 2 days ago - 9.86 thousand downloads total - 9 stars on GitHub - 1 maintainer
Top 1.5% on bioconductor.org
9 versions - Latest release: 4 months ago - 96 dependent packages - 1.06 million downloads total - 1 maintainer
scater 1.38.0
Single-Cell Analysis Toolkit for Gene Expression Data in R9 versions - Latest release: 4 months ago - 96 dependent packages - 1.06 million downloads total - 1 maintainer
Top 1.9% on bioconductor.org
8 versions - Latest release: 4 months ago - 31 dependent packages - 940 thousand downloads total - 64 stars on GitHub - 1 maintainer
minfi 1.56.0
Analyze Illumina Infinium DNA methylation arrays8 versions - Latest release: 4 months ago - 31 dependent packages - 940 thousand downloads total - 64 stars on GitHub - 1 maintainer
Top 8.3% on bioconductor.org
6 versions - Latest release: 4 months ago - 40.1 thousand downloads total - 1 maintainer
MANOR 1.82.0
CGH Micro-Array NORmalization6 versions - Latest release: 4 months ago - 40.1 thousand downloads total - 1 maintainer
DspikeIn 1.0.0
Estimating Absolute Abundance from Microbial Spike-in Controls2 versions - Latest release: 3 months ago - 843 downloads total - 16 stars on GitHub - 1 maintainer
standR 1.14.0
Spatial transcriptome analyses of Nanostring's DSP data in R6 versions - Latest release: 4 months ago - 12.1 thousand downloads total - 22 stars on GitHub - 1 maintainer
normr 1.36.0
Normalization and difference calling in ChIP-seq data6 versions - Latest release: 3 months ago - 24.4 thousand downloads total - 11 stars on GitHub - 1 maintainer
MSstatsLiP 1.16.0
LiP Significance Analysis in shotgun mass spectrometry-based proteomic experiments10 versions - Latest release: 4 months ago - 9.69 thousand downloads total - 3 stars on GitHub - 1 maintainer
qsea 1.36.0
IP-seq data analysis and vizualization6 versions - Latest release: 4 months ago - 18.4 thousand downloads total - 1 maintainer
Top 9.8% on bioconductor.org
8 versions - Latest release: 3 months ago - 3 dependent packages - 128 thousand downloads total - 125 stars on GitHub - 1 maintainer
ANCOMBC 2.12.0
Microbiome differential abudance and correlation analyses with bias correction8 versions - Latest release: 3 months ago - 3 dependent packages - 128 thousand downloads total - 125 stars on GitHub - 1 maintainer
SmartPhos 1.0.0
A phosphoproteomics data analysis package with an interactive ShinyApp1 version - Latest release: 4 months ago - 339 downloads total - 5 stars on GitHub - 1 maintainer
notame 1.0.1
Workflow for non-targeted LC-MS metabolic profiling2 versions - Latest release: about 1 month ago - 1.43 thousand downloads total - 3 stars on GitHub - 1 maintainer
simpleSeg 1.12.0
A package to perform simple cell segmentation10 versions - Latest release: 3 months ago - 9.69 thousand downloads total - 0 stars on GitHub - 1 maintainer
scHiCcompare 1.2.0
Differential Analysis of Single-cell Hi-C Data2 versions - Latest release: 3 months ago - 2.73 thousand downloads total - 0 stars on GitHub - 1 maintainer
BASiCStan 1.12.0
Stan implementation of BASiCS6 versions - Latest release: 3 months ago - 7.39 thousand downloads total - 0 stars on GitHub - 1 maintainer
qPLEXanalyzer 1.28.2
Tools for quantitative proteomics data analysis7 versions - Latest release: 8 days ago - 13.8 thousand downloads total - 1 stars on GitHub - 1 maintainer
MultiRNAflow 1.8.0
An R package for integrated analysis of temporal RNA-seq data with multiple biological conditions5 versions - Latest release: 3 months ago - 6.34 thousand downloads total - 0 stars on GitHub - 1 maintainer
spqn 1.22.0
Spatial quantile normalization6 versions - Latest release: 3 months ago - 10.5 thousand downloads total - 5 stars on GitHub - 1 maintainer
omicsGMF 1.0.0
Dimensionality reduction of (single-cell) omics data in R using omicsGMF1 version - Latest release: 4 months ago - 781 downloads total - 1 maintainer
conumee 1.44.0
Enhanced copy-number variation analysis using Illumina DNA methylation arrays6 versions - Latest release: 3 months ago - 37.3 thousand downloads total - 1 maintainer
funtooNorm 1.34.0
Normalization Procedure for Infinium HumanMethylation450 BeadChip Kit6 versions - Latest release: 4 months ago - 15.6 thousand downloads total - 1 maintainer
proDA 1.24.0
Differential Abundance Analysis of Label-Free Mass Spectrometry Data7 versions - Latest release: 4 months ago - 1 dependent package - 23.4 thousand downloads total - 16 stars on GitHub - 1 maintainer
Top 5.1% on bioconductor.org
6 versions - Latest release: 3 months ago - 1 dependent package - 56 thousand downloads total - 1 maintainer
ACME 2.66.0
Algorithms for Calculating Microarray Enrichment (ACME)6 versions - Latest release: 3 months ago - 1 dependent package - 56 thousand downloads total - 1 maintainer
Top 2.4% on bioconductor.org
6 versions - Latest release: 3 months ago - 2 dependent packages - 302 thousand downloads total - 1 maintainer
DiffBind 3.20.0
Differential Binding Analysis of ChIP-Seq Peak Data6 versions - Latest release: 3 months ago - 2 dependent packages - 302 thousand downloads total - 1 maintainer
Linnorm 2.34.0
Linear model and normality based normalization and transformation method (Linnorm)6 versions - Latest release: 4 months ago - 1 dependent package - 35.3 thousand downloads total - 1 maintainer
bayNorm 1.28.0
Single-cell RNA sequencing data normalization6 versions - Latest release: 3 months ago - 18.5 thousand downloads total - 9 stars on GitHub - 1 maintainer
MBQN 2.22.0
Mean/Median-balanced quantile normalization6 versions - Latest release: 3 months ago - 10.7 thousand downloads total - 2 stars on GitHub - 1 maintainer
nipalsMCIA 1.8.1
Multiple Co-Inertia Analysis via the NIPALS Method10 versions - Latest release: 9 days ago - 6.45 thousand downloads total - 7 stars on GitHub - 1 maintainer
proBatch 1.15.1 removed
Tools for Diagnostics and Corrections of Batch Effects in Proteomics1 version - Latest release: over 2 years ago - 5.93 thousand downloads total - 17 stars on GitHub - 1 maintainer
HicAggR 1.2.0
Set of 3D genomic interaction analysis tools3 versions - Latest release: about 1 year ago - 1.59 thousand downloads total - 0 stars on GitHub - 1 maintainer
PLSDAbatch 1.6.0
PLSDA-batch4 versions - Latest release: 3 months ago - 5.5 thousand downloads total - 13 stars on GitHub - 1 maintainer
statTarget 1.40.0
Statistical Analysis of Molecular Profiles6 versions - Latest release: 3 months ago - 31.1 thousand downloads total - 1 maintainer
Top 9.0% on bioconductor.org
6 versions - Latest release: 4 months ago - 4 dependent packages - 81.9 thousand downloads total - 1 maintainer
Maaslin2 1.23.0
"Multivariable Association Discovery in Population-scale Meta-omics Studies"6 versions - Latest release: 4 months ago - 4 dependent packages - 81.9 thousand downloads total - 1 maintainer
dar 1.6.0
Differential Abundance Analysis by Consensus4 versions - Latest release: 3 months ago - 4.84 thousand downloads total - 4 stars on GitHub - 1 maintainer
NormalyzerDE 1.28.0
Evaluation of normalization methods and calculation of differential expression analysis statistics6 versions - Latest release: 3 months ago - 25.6 thousand downloads total - 25 stars on GitHub - 1 maintainer
PRONE 1.4.0
The PROteomics Normalization Evaluator7 versions - Latest release: 3 months ago - 4.38 thousand downloads total - 6 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 - 2.63 thousand downloads total - 0 stars on GitHub - 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 - 18.6 thousand downloads total - 10 stars on GitHub - 1 maintainer
lipidr 2.24.0
Data Mining and Analysis of Lipidomics Datasets7 versions - Latest release: 3 months ago - 1 dependent package - 18.7 thousand downloads total - 31 stars on GitHub - 1 maintainer
spiky 1.16.0
Spike-in calibration for cell-free MeDIP6 versions - Latest release: 3 months ago - 8.23 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 - 5.28 thousand downloads total - 0 stars on GitHub - 1 maintainer
tidySingleCellExperiment 1.20.1
Brings SingleCellExperiment to the Tidyverse7 versions - Latest release: 3 months ago - 4 dependent packages - 21.4 thousand downloads total - 36 stars on GitHub - 1 maintainer
BatchQC 2.6.1
Batch Effects Quality Control Software7 versions - Latest release: 11 days ago - 29.7 thousand downloads total - 9 stars on GitHub - 1 maintainer
CAGEfightR 1.30.0
Analysis of Cap Analysis of Gene Expression (CAGE) data using Bioconductor6 versions - Latest release: 3 months ago - 1 dependent package - 30.5 thousand downloads total - 9 stars on GitHub - 1 maintainer
GeoDiff 1.16.0
Count model based differential expression and normalization on GeoMx RNA data6 versions - Latest release: 3 months ago - 9.72 thousand downloads total - 9 stars on GitHub - 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: 26 days ago - 9.03 thousand downloads total - 10 stars on GitHub - 1 maintainer
qmtools 1.14.0
Quantitative Metabolomics Data Processing Tools6 versions - Latest release: 3 months ago - 7.93 thousand downloads total - 2 stars on GitHub - 1 maintainer
MBECS 1.14.0
Evaluation and correction of batch effects in microbiome data-sets6 versions - Latest release: 3 months ago - 9.98 thousand downloads total - 4 stars on GitHub - 1 maintainer
MEAT 1.22.0
Muscle Epigenetic Age Test6 versions - Latest release: 3 months ago - 11 thousand downloads total - 1 stars on GitHub - 1 maintainer
gCrisprTools 2.16.0
Suite of Functions for Pooled Crispr Screen QC and Analysis6 versions - Latest release: 3 months ago - 19.1 thousand downloads total - 1 maintainer
netSmooth 1.30.0
Network smoothing for scRNAseq6 versions - Latest release: 3 months ago - 1 dependent package - 15.9 thousand downloads total - 28 stars on GitHub - 1 maintainer
UMI4Cats 1.20.0
UMI4Cats: Processing, analysis and visualization of UMI-4C chromatin contact data8 versions - Latest release: 3 months ago - 10.2 thousand downloads total - 5 stars on GitHub - 1 maintainer
msqrob2 1.18.0
Robust statistical inference for quantitative LC-MS proteomics7 versions - Latest release: 3 months ago - 14.6 thousand downloads total - 7 stars on GitHub - 1 maintainer
CPSM 1.2.0
CPSM: Cancer patient survival model2 versions - Latest release: 3 months ago - 2.53 thousand downloads total - 1 stars on GitHub - 1 maintainer
TEKRABber 1.14.1
An R package estimates the correlations of orthologs and transposable elements between two species7 versions - Latest release: 26 days ago - 9.26 thousand downloads total - 3 stars on GitHub - 1 maintainer
bnbc 1.32.0
Bandwise normalization and batch correction of Hi-C data7 versions - Latest release: 3 months ago - 17.9 thousand downloads total - 2 stars on GitHub - 1 maintainer
GladiaTOX 1.26.0
R Package for Processing High Content Screening data8 versions - Latest release: 3 months ago - 11.5 thousand downloads total - 0 stars on GitHub - 1 maintainer
HiCDCPlus 1.18.0
Hi-C Direct Caller Plus6 versions - Latest release: 3 months ago - 11.2 thousand downloads total - 1 maintainer
notameViz 1.0.2
Workflow for non-targeted LC-MS metabolic profiling2 versions - Latest release: 12 days ago - 1.08 thousand downloads total - 0 stars on GitHub - 1 maintainer
IntEREst 1.34.0
Intron-Exon Retention Estimator8 versions - Latest release: 3 months ago - 18.4 thousand downloads total - 1 maintainer
CuratedAtlasQueryR 1.8.0
Queries the Human Cell Atlas6 versions - Latest release: 3 months ago - 6.54 thousand downloads total - 92 stars on GitHub - 1 maintainer
Wrench 1.28.0
Wrench normalization for sparse count data6 versions - Latest release: 3 months ago - 1 dependent package - 162 thousand downloads total - 6 stars on GitHub - 1 maintainer
scMerge 1.26.0
scMerge: Merging multiple batches of scRNA-seq data6 versions - Latest release: 3 months ago - 2 dependent packages - 49.7 thousand downloads total - 68 stars on GitHub - 1 maintainer
metaseqR2 1.22.0
An R package for the analysis and result reporting of RNA-Seq data by combining multiple statisti...6 versions - Latest release: 3 months ago - 12.2 thousand downloads total - 1 maintainer
Dino 1.16.0
Normalization of Single-Cell mRNA Sequencing Data6 versions - Latest release: 3 months ago - 8.75 thousand downloads total - 10 stars on GitHub - 1 maintainer
SCnorm 1.32.0
Normalization of single cell RNA-seq data7 versions - Latest release: 3 months ago - 27.4 thousand downloads total - 49 stars on GitHub - 1 maintainer
methylclock 1.16.0
Methylclock - DNA methylation-based clocks6 versions - Latest release: 3 months ago - 17.3 thousand downloads total - 46 stars on GitHub - 1 maintainer
Top 3.3% on bioconductor.org
7 versions - Latest release: 3 months ago - 5 dependent packages - 183 thousand downloads total - 4 maintainers
missMethyl 1.44.0
Analysing Illumina HumanMethylation BeadChip Data7 versions - Latest release: 3 months ago - 5 dependent packages - 183 thousand downloads total - 4 maintainers
protGear 1.14.0
Protein Micro Array Data Management and Interactive Visualization6 versions - Latest release: 4 months ago - 9.72 thousand downloads total - 1 stars on GitHub - 1 maintainer
KnowSeq 1.24.0
KnowSeq R/Bioc package: The Smart Transcriptomic Pipeline6 versions - Latest release: 3 months ago - 13.8 thousand downloads total - 1 maintainer
phenomis 1.12.0
Postprocessing and univariate analysis of omics data8 versions - Latest release: 3 months ago - 7.53 thousand downloads total - 1 maintainer
cytomapper 1.22.0
Visualization of highly multiplexed imaging data in R6 versions - Latest release: 4 months ago - 3 dependent packages - 34.2 thousand downloads total - 33 stars on GitHub - 1 maintainer
ChromSCape 1.20.0
Analysis of single-cell epigenomics datasets with a Shiny App6 versions - Latest release: 3 months ago - 10.2 thousand downloads total - 14 stars on GitHub - 1 maintainer
notameStats 1.0.0
Workflow for non-targeted LC-MS metabolic profiling1 version - Latest release: 4 months ago - 586 downloads total - 0 stars on GitHub - 1 maintainer
qsvaR 1.14.0
Generate Quality Surrogate Variable Analysis for Degradation Correction6 versions - Latest release: 4 months ago - 9.49 thousand downloads total - 0 stars on GitHub - 1 maintainer
TurboNorm 1.58.0
A fast scatterplot smoother suitable for microarray normalization6 versions - Latest release: 3 months ago - 30.9 thousand downloads total - 1 maintainer
variancePartition 1.40.1
Quantify and interpret drivers of variation in multilevel gene expression experiments12 versions - Latest release: 2 months ago - 4 dependent packages - 131 thousand downloads total - 10 stars on GitHub - 1 maintainer
fishpond 2.16.0
Fishpond: downstream methods and tools for expression data6 versions - Latest release: 3 months ago - 1 dependent package - 58.8 thousand downloads total - 29 stars on GitHub - 1 maintainer
POMA 1.20.0
Tools for Omics Data Analysis6 versions - Latest release: 3 months ago - 1 dependent package - 15.1 thousand downloads total - 12 stars on GitHub - 1 maintainer
Spaniel 1.24.0
Spatial Transcriptomics Analysis6 versions - Latest release: 3 months ago - 12.8 thousand downloads total - 1 maintainer
EnMCB 1.22.0
Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models6 versions - Latest release: 3 months ago - 10.8 thousand downloads total - 9 stars on GitHub - 1 maintainer
benchdamic 1.16.0
Benchmark of differential abundance methods on microbiome data13 versions - Latest release: 3 months ago - 7.68 thousand downloads total - 5 stars on GitHub - 1 maintainer
Top 10.0% on bioconductor.org
6 versions - Latest release: 3 months ago - 2 dependent packages - 46.8 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: 3 months ago - 2 dependent packages - 46.8 thousand downloads total - 1 maintainer
BOBaFIT 1.14.0
Refitting diploid region profiles using a clustering procedure6 versions - Latest release: 3 months ago - 7.99 thousand downloads total - 0 stars on GitHub - 1 maintainer
tidyomics 1.6.0
Easily install and load the tidyomics ecosystem5 versions - Latest release: 3 months ago - 5.59 thousand downloads total - 68 stars on GitHub - 1 maintainer
CeTF 1.22.0
Coexpression for Transcription Factors using Regulatory Impact Factors and Partial Correlation an...6 versions - Latest release: 3 months ago - 13 thousand downloads total - 1 maintainer
RUVnormalize 1.44.0
RUV for normalization of expression array data6 versions - Latest release: 3 months ago - 24.1 thousand downloads total - 1 maintainer
Top 3.0% on bioconductor.org
7 versions - Latest release: 3 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: 3 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: 3 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: 3 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: 4 months ago - 16.9 thousand downloads total - 1 maintainer
diffHic 1.42.0
Differential Analysis of Hi-C Data6 versions - Latest release: 3 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: 3 months ago - 28.8 thousand downloads total - 17 stars on GitHub - 1 maintainer
Top 4.5% on bioconductor.org
7 versions - Latest release: 3 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: 3 months ago - 4 dependent packages - 242 thousand downloads total - 1 maintainer
CONSTANd 1.18.0
Data normalization by matrix raking6 versions - Latest release: 3 months ago - 8.71 thousand downloads total - 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
DimensionReduction
17
GeneSetEnrichment
17
Bayesian
17
BiomedicalInformatics
17
TwoChannel
15
Classification
15
FunctionalGenomics
14
PrincipalComponent
14
ChIPSeq
13
StatisticalMethod
13
SystemsBiology
13
Epigenetics
13
TimeCourse
12
OneChannel
12
Metabolomics
12
Genetics
11
Microbiome
11
Alignment
11
bioconductor
11
CopyNumberVariation
10
MethylationArray
10
DataRepresentation
10
GeneRegulation
10
r
10
DifferentialMethylation
9
Network
9
mRNAMicroarray
9
GraphAndNetwork
8
HiC
8
Infrastructure
8
AlternativeSplicing
8
GUI
8
CellBiology
8
DifferentialSplicing
8
single-cell
7
Pathways
7
Metagenomics
7
WorkflowStep
6
transcriptomics
6
genomics
6
Annotation
6
ProprietaryPlatforms
6
normalization
6
ExperimentalDesign
6
ReportWriting
5
ATACSeq
5
DifferentialPeakCalling
5
KEGG
5
rstats
5
bioinformatics
5
AssayDomain
5
tidyverse
5
FeatureExtraction
5
Survival
4
GeneticVariability
4
r-package
4
Lipidomics
4
CellBasedAssays
4
PeakDetection
4
MicroRNAArray
4
proteomics
4
GenomicVariation
4
SupportVectorMachine
3
DNA3DStructure
3
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rnaseq
3
NetworkInference
3
single-cell-rna-seq
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FlowCytometry
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Spatial
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microbiome
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