bioconductor.org "Normalization" keyword
Top 0.3% on bioconductor.org
16 versions - Latest release: 5 months ago - 322 dependent packages - 7.01 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 - 7.01 million downloads total - 1 maintainer
omicsGMF 1.0.0
Dimensionality reduction of (single-cell) omics data in R using omicsGMF1 version - Latest release: 5 months ago - 1 thousand downloads total - 1 maintainer
Top 0.5% on bioconductor.org
11 versions - Latest release: 4 months ago - 146 dependent packages - 4.24 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 - 4.24 million downloads total - 330 stars on GitHub - 1 maintainer
Top 1.5% on bioconductor.org
10 versions - Latest release: about 15 hours ago - 96 dependent packages - 1.07 million downloads total - 1 maintainer
scater 1.38.1
Single-Cell Analysis Toolkit for Gene Expression Data in R10 versions - Latest release: about 15 hours ago - 96 dependent packages - 1.07 million downloads total - 1 maintainer
Top 0.6% on bioconductor.org
26 versions - Latest release: 3 months ago - 181 dependent packages - 4.3 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 - 4.3 million downloads total - 4 maintainers
Top 1.7% on bioconductor.org
7 versions - Latest release: 5 months ago - 43 dependent packages - 1.18 million downloads total - 3 maintainers
sva 3.58.0
Surrogate Variable Analysis7 versions - Latest release: 5 months ago - 43 dependent packages - 1.18 million downloads total - 3 maintainers
Top 1.9% on bioconductor.org
8 versions - Latest release: 5 months ago - 31 dependent packages - 944 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 - 944 thousand downloads total - 63 stars on GitHub - 1 maintainer
gCrisprTools 2.16.0
Suite of Functions for Pooled Crispr Screen QC and Analysis6 versions - Latest release: 4 months ago - 19.7 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: 4 months ago - 2 dependent packages - 19.3 thousand downloads total - 10 stars on GitHub - 1 maintainer
Wrench 1.28.0
Wrench normalization for sparse count data6 versions - Latest release: 4 months ago - 1 dependent package - 166 thousand downloads total - 6 stars on GitHub - 1 maintainer
spiky 1.16.0
Spike-in calibration for cell-free MeDIP6 versions - Latest release: 4 months ago - 8.62 thousand downloads total - 3 stars on GitHub - 1 maintainer
GladiaTOX 1.26.0
R Package for Processing High Content Screening data8 versions - Latest release: 4 months ago - 11.9 thousand downloads total - 0 stars on GitHub - 1 maintainer
MBECS 1.14.0
Evaluation and correction of batch effects in microbiome data-sets6 versions - Latest release: 4 months ago - 10.4 thousand downloads total - 4 stars on GitHub - 1 maintainer
tidySingleCellExperiment 1.20.1
Brings SingleCellExperiment to the Tidyverse7 versions - Latest release: 4 months ago - 4 dependent packages - 22.1 thousand downloads total - 36 stars on GitHub - 1 maintainer
NormalyzerDE 1.28.0
Evaluation of normalization methods and calculation of differential expression analysis statistics6 versions - Latest release: 4 months ago - 26.3 thousand downloads total - 25 stars on GitHub - 1 maintainer
PRONE 1.4.1
The PROteomics Normalization Evaluator8 versions - Latest release: 1 day ago - 4.68 thousand downloads total - 6 stars on GitHub - 1 maintainer
Top 9.0% on bioconductor.org
7 versions - Latest release: 1 day ago - 4 dependent packages - 83 thousand downloads total - 1 maintainer
Maaslin2 1.24.1
"Multivariable Association Discovery in Population-scale Meta-omics Studies"7 versions - Latest release: 1 day ago - 4 dependent packages - 83 thousand downloads total - 1 maintainer
CAGEfightR 1.30.0
Analysis of Cap Analysis of Gene Expression (CAGE) data using Bioconductor6 versions - Latest release: 4 months ago - 1 dependent package - 31.3 thousand downloads total - 10 stars on GitHub - 1 maintainer
dar 1.6.0
Differential Abundance Analysis by Consensus4 versions - Latest release: 4 months ago - 5.14 thousand downloads total - 4 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: about 2 months ago - 9.46 thousand downloads total - 10 stars on GitHub - 1 maintainer
GeoDiff 1.16.0
Count model based differential expression and normalization on GeoMx RNA data6 versions - Latest release: 4 months ago - 10.2 thousand downloads total - 9 stars on GitHub - 1 maintainer
msqrob2 1.18.0
Robust statistical inference for quantitative LC-MS proteomics7 versions - Latest release: 4 months ago - 15.2 thousand downloads total - 7 stars on GitHub - 1 maintainer
HiCDCPlus 1.18.0
Hi-C Direct Caller Plus6 versions - Latest release: 4 months ago - 11.7 thousand downloads total - 1 maintainer
MEAT 1.22.0
Muscle Epigenetic Age Test6 versions - Latest release: 4 months ago - 11.5 thousand downloads total - 1 stars on GitHub - 1 maintainer
BatchQC 2.6.1
Batch Effects Quality Control Software7 versions - Latest release: about 1 month ago - 30.4 thousand downloads total - 9 stars on GitHub - 1 maintainer
UMI4Cats 1.20.0
UMI4Cats: Processing, analysis and visualization of UMI-4C chromatin contact data8 versions - Latest release: 4 months ago - 10.7 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: 4 months ago - 2.85 thousand downloads total - 0 stars on GitHub - 1 maintainer
qmtools 1.14.0
Quantitative Metabolomics Data Processing Tools6 versions - Latest release: 4 months ago - 8.33 thousand downloads total - 2 stars on GitHub - 1 maintainer
epiregulon.extra 1.6.0
Companion package to epiregulon with additional plotting, differential and graph functions7 versions - Latest release: 4 months ago - 5.6 thousand downloads total - 0 stars on GitHub - 1 maintainer
KnowSeq 1.24.0
KnowSeq R/Bioc package: The Smart Transcriptomic Pipeline6 versions - Latest release: 4 months ago - 14.3 thousand downloads total - 1 maintainer
scMerge 1.26.0
scMerge: Merging multiple batches of scRNA-seq data6 versions - Latest release: 4 months ago - 2 dependent packages - 50.4 thousand downloads total - 68 stars on GitHub - 1 maintainer
statTarget 1.40.0
Statistical Analysis of Molecular Profiles6 versions - Latest release: 4 months ago - 31.7 thousand downloads total - 1 maintainer
lipidr 2.24.0
Data Mining and Analysis of Lipidomics Datasets7 versions - Latest release: 4 months ago - 1 dependent package - 19.2 thousand downloads total - 31 stars on GitHub - 1 maintainer
CuratedAtlasQueryR 1.8.0
Queries the Human Cell Atlas6 versions - Latest release: 4 months ago - 6.94 thousand downloads total - 92 stars on GitHub - 1 maintainer
CPSM 1.2.0
CPSM: Cancer patient survival model2 versions - Latest release: 4 months ago - 2.78 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: about 2 months ago - 9.65 thousand downloads total - 3 stars on GitHub - 1 maintainer
netSmooth 1.30.0
Network smoothing for scRNAseq6 versions - Latest release: 4 months ago - 1 dependent package - 16.4 thousand downloads total - 28 stars on GitHub - 1 maintainer
SCnorm 1.32.0
Normalization of single cell RNA-seq data7 versions - Latest release: 4 months ago - 28.1 thousand downloads total - 49 stars on GitHub - 1 maintainer
IntEREst 1.34.0
Intron-Exon Retention Estimator8 versions - Latest release: 4 months ago - 18.7 thousand downloads total - 1 maintainer
bnbc 1.32.0
Bandwise normalization and batch correction of Hi-C data7 versions - Latest release: 4 months ago - 18.4 thousand downloads total - 2 stars on GitHub - 1 maintainer
notameViz 1.0.2
Workflow for non-targeted LC-MS metabolic profiling2 versions - Latest release: about 1 month ago - 1.34 thousand downloads total - 0 stars on GitHub - 1 maintainer
metaseqR2 1.22.1
An R package for the analysis and result reporting of RNA-Seq data by combining multiple statisti...7 versions - Latest release: 4 days ago - 12.7 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 - 35 thousand downloads total - 34 stars on GitHub - 1 maintainer
Dino 1.16.0
Normalization of Single-Cell mRNA Sequencing Data6 versions - Latest release: 4 months ago - 9.09 thousand downloads total - 10 stars on GitHub - 1 maintainer
methylclock 1.16.0
Methylclock - DNA methylation-based clocks6 versions - Latest release: 4 months ago - 18 thousand downloads total - 46 stars on GitHub - 1 maintainer
protGear 1.14.0
Protein Micro Array Data Management and Interactive Visualization6 versions - Latest release: 4 months ago - 10.1 thousand downloads total - 1 stars on GitHub - 1 maintainer
phenomis 1.12.0
Postprocessing and univariate analysis of omics data8 versions - Latest release: 4 months ago - 7.78 thousand downloads total - 1 maintainer
Top 3.3% on bioconductor.org
7 versions - Latest release: 4 months ago - 5 dependent packages - 185 thousand downloads total - 4 maintainers
missMethyl 1.44.0
Analysing Illumina HumanMethylation BeadChip Data7 versions - Latest release: 4 months ago - 5 dependent packages - 185 thousand downloads total - 4 maintainers
ChromSCape 1.20.0
Analysis of single-cell epigenomics datasets with a Shiny App6 versions - Latest release: 4 months ago - 10.6 thousand downloads total - 14 stars on GitHub - 1 maintainer
notameStats 1.0.0
Workflow for non-targeted LC-MS metabolic profiling1 version - Latest release: 5 months ago - 804 downloads total - 0 stars on GitHub - 1 maintainer
qsvaR 1.14.0
Generate Quality Surrogate Variable Analysis for Degradation Correction6 versions - Latest release: 5 months ago - 9.78 thousand downloads total - 0 stars on GitHub - 1 maintainer
variancePartition 1.40.1
Quantify and interpret drivers of variation in multilevel gene expression experiments12 versions - Latest release: 3 months ago - 4 dependent packages - 135 thousand downloads total - 10 stars on GitHub - 1 maintainer
TurboNorm 1.58.0
A fast scatterplot smoother suitable for microarray normalization6 versions - Latest release: 4 months ago - 31.4 thousand downloads total - 1 maintainer
POMA 1.20.0
Tools for Omics Data Analysis6 versions - Latest release: 4 months ago - 1 dependent package - 15.5 thousand downloads total - 12 stars on GitHub - 1 maintainer
fishpond 2.16.0
Fishpond: downstream methods and tools for expression data6 versions - Latest release: 4 months ago - 1 dependent package - 60.3 thousand downloads total - 29 stars on GitHub - 1 maintainer
BOBaFIT 1.14.0
Refitting diploid region profiles using a clustering procedure6 versions - Latest release: 4 months ago - 8.32 thousand downloads total - 0 stars on GitHub - 1 maintainer
benchdamic 1.16.0
Benchmark of differential abundance methods on microbiome data13 versions - Latest release: 4 months ago - 7.87 thousand downloads total - 5 stars on GitHub - 1 maintainer
Spaniel 1.24.0
Spatial Transcriptomics Analysis6 versions - Latest release: 4 months ago - 13.3 thousand downloads total - 1 maintainer
CeTF 1.22.0
Coexpression for Transcription Factors using Regulatory Impact Factors and Partial Correlation an...6 versions - Latest release: 4 months ago - 13.4 thousand downloads total - 1 maintainer
tidyomics 1.6.0
Easily install and load the tidyomics ecosystem5 versions - Latest release: 4 months ago - 5.81 thousand downloads total - 69 stars on GitHub - 1 maintainer
EnMCB 1.22.0
Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models6 versions - Latest release: 4 months ago - 11.2 thousand downloads total - 9 stars on GitHub - 1 maintainer
Top 10.0% on bioconductor.org
6 versions - Latest release: 4 months ago - 2 dependent packages - 47.6 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: 4 months ago - 2 dependent packages - 47.6 thousand downloads total - 1 maintainer
notame 1.0.1
Workflow for non-targeted LC-MS metabolic profiling2 versions - Latest release: 2 months ago - 1.54 thousand downloads total - 3 stars on GitHub - 1 maintainer
DspikeIn 1.0.0
Estimating Absolute Abundance from Microbial Spike-in Controls2 versions - Latest release: 4 months ago - 933 downloads total - 16 stars on GitHub - 1 maintainer
scrapper 1.4.0
Bindings to C++ Libraries for Single-Cell Analysis6 versions - Latest release: 4 months ago - 19.1 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: 15 days ago - 2.6 thousand downloads total - 5 stars on GitHub - 1 maintainer
chevreulProcess 1.2.0
Tools for managing SingleCellExperiment objects as projects2 versions - Latest release: 4 months ago - 2.89 thousand downloads total - 0 stars on GitHub - 1 maintainer
randRotation 1.22.0
Random Rotation Methods for High Dimensional Data with Batch Structure6 versions - Latest release: 4 months ago - 9.43 thousand downloads total - 0 stars on GitHub - 1 maintainer
scone 1.34.0
Single Cell Overview of Normalized Expression data7 versions - Latest release: 4 months ago - 34.2 thousand downloads total - 52 stars on GitHub - 1 maintainer
MEB 1.24.0
A normalization-invariant minimum enclosing ball method to detect differentially expressed genes ...6 versions - Latest release: 4 months ago - 11 thousand downloads total - 2 maintainers
MSstatsPTM 2.12.0
Statistical Characterization of Post-translational Modifications12 versions - Latest release: 4 months ago - 2 dependent packages - 19.4 thousand downloads total - 6 stars on GitHub - 1 maintainer
RNAdecay 1.30.0
Maximum Likelihood Decay Modeling of RNA Degradation Data8 versions - Latest release: 4 months ago - 11.7 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: 4 months ago - 1 dependent package - 31 thousand downloads total - 1 maintainer
tidySummarizedExperiment 1.20.1
Brings SummarizedExperiment to the Tidyverse7 versions - Latest release: 4 months ago - 5 dependent packages - 24.1 thousand downloads total - 26 stars on GitHub - 1 maintainer
cellity 1.38.0
Quality Control for Single-Cell RNA-seq Data6 versions - Latest release: 4 months ago - 20.7 thousand downloads total - 1 maintainer
slalom 1.32.0
Factorial Latent Variable Modeling of Single-Cell RNA-Seq Data6 versions - Latest release: 4 months ago - 16.4 thousand downloads total - 1 maintainer
RiboDiPA 1.18.0
Differential pattern analysis for Ribo-seq data6 versions - Latest release: 4 months ago - 9.71 thousand downloads total - 1 maintainer
roastgsa 1.8.0
Rotation based gene set analysis5 versions - Latest release: 4 months ago - 5.83 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 4.4% on bioconductor.org
7 versions - Latest release: 4 months ago - 8 dependent packages - 105 thousand downloads total - 1 maintainer
csaw 1.44.0
ChIP-Seq Analysis with Windows7 versions - Latest release: 4 months ago - 8 dependent packages - 105 thousand downloads total - 1 maintainer
Top 4.7% on bioconductor.org
12 versions - Latest release: about 2 months ago - 8 dependent packages - 95.8 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: about 2 months ago - 8 dependent packages - 95.8 thousand downloads total - 1 maintainer
RUVnormalize 1.44.0
RUV for normalization of expression array data6 versions - Latest release: 4 months ago - 24.5 thousand downloads total - 1 maintainer
Cardinal 3.12.1
A mass spectrometry imaging toolbox for statistical analysis12 versions - Latest release: 16 days ago - 46.3 thousand downloads total - 1 maintainer
zenith 1.12.0
Gene set analysis following differential expression using linear (mixed) modeling with dream7 versions - Latest release: 4 months ago - 2 dependent packages - 12.2 thousand downloads total - 0 stars on GitHub - 1 maintainer
ppcseq 1.18.0
Probabilistic Outlier Identification for RNA Sequencing Generalized Linear Models6 versions - Latest release: 4 months ago - 8.9 thousand downloads total - 8 stars on GitHub - 1 maintainer
Top 2.1% on bioconductor.org
6 versions - Latest release: 4 months ago - 41 dependent packages - 1.08 million downloads total - 1 maintainer
scuttle 1.20.0
Single-Cell RNA-Seq Analysis Utilities6 versions - Latest release: 4 months ago - 41 dependent packages - 1.08 million downloads total - 1 maintainer
chevreulPlot 1.2.0
Plots used in the chevreulPlot package2 versions - Latest release: 4 months ago - 2.75 thousand downloads total - 0 stars on GitHub - 1 maintainer
chevreulShiny 1.2.0
Tools for managing SingleCellExperiment objects as projects3 versions - Latest release: 3 months ago - 2.64 thousand downloads total - 0 stars on GitHub - 1 maintainer
Rnits 1.44.0
R Normalization and Inference of Time Series data6 versions - Latest release: 4 months ago - 21.2 thousand downloads total - 1 maintainer
RUVcorr 1.42.0
Removal of unwanted variation for gene-gene correlations and related analysis6 versions - Latest release: 4 months ago - 30.2 thousand downloads total - 1 maintainer
transformGamPoi 1.16.0
Variance Stabilizing Transformation for Gamma-Poisson Models6 versions - Latest release: 4 months ago - 9.32 thousand downloads total - 22 stars on GitHub - 1 maintainer
rgoslin 1.14.0
Lipid Shorthand Name Parsing and Normalization6 versions - Latest release: 4 months ago - 10.6 thousand downloads total - 6 stars on GitHub - 1 maintainer
Top 6.9% on bioconductor.org
6 versions - Latest release: 4 months ago - 1 dependent package - 60.6 thousand downloads total - 1 maintainer
HTSFilter 1.50.0
Filter replicated high-throughput transcriptome sequencing data6 versions - Latest release: 4 months ago - 1 dependent package - 60.6 thousand downloads total - 1 maintainer
crumblr 1.2.0
Count ratio uncertainty modeling base linear regression2 versions - Latest release: 4 months ago - 2.78 thousand downloads total - 6 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: 4 months ago - 8.03 thousand downloads total - 0 stars on GitHub - 1 maintainer
sigFeature 1.28.0
sigFeature: Significant feature selection using SVM-RFE & t-statistic6 versions - Latest release: 4 months ago - 24.7 thousand downloads total - 1 maintainer
GeomxTools 3.14.0
NanoString GeoMx Tools9 versions - Latest release: 4 months ago - 3 dependent packages - 35.3 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 - 1.41 thousand downloads total - 0 stars on GitHub - 1 maintainer
microbiomeExplorer 1.20.0
Microbiome Exploration App6 versions - Latest release: 4 months ago - 13.7 thousand downloads total - 1 maintainer
scry 1.22.0
Small-Count Analysis Methods for High-Dimensional Data6 versions - Latest release: 4 months ago - 28.5 thousand downloads total - 1 maintainer
CNAnorm 1.56.0
A normalization method for Copy Number Aberration in cancer samples6 versions - Latest release: 4 months ago - 34.8 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
Bayesian
17
BiomedicalInformatics
17
GeneSetEnrichment
17
Classification
15
TwoChannel
15
FunctionalGenomics
14
PrincipalComponent
14
ChIPSeq
13
SystemsBiology
13
StatisticalMethod
13
Epigenetics
13
TimeCourse
12
Metabolomics
12
OneChannel
12
Microbiome
11
Alignment
11
bioconductor
11
Genetics
11
GeneRegulation
10
CopyNumberVariation
10
MethylationArray
10
DataRepresentation
10
r
10
DifferentialMethylation
9
Network
9
mRNAMicroarray
9
AlternativeSplicing
8
CellBiology
8
HiC
8
GraphAndNetwork
8
GUI
8
DifferentialSplicing
8
Infrastructure
8
Pathways
7
single-cell
7
Metagenomics
7
transcriptomics
6
genomics
6
Annotation
6
normalization
6
ProprietaryPlatforms
6
ExperimentalDesign
6
WorkflowStep
6
rstats
5
ATACSeq
5
DifferentialPeakCalling
5
ReportWriting
5
AssayDomain
5
bioinformatics
5
tidyverse
5
KEGG
5
FeatureExtraction
5
Lipidomics
4
r-package
4
MicroRNAArray
4
GenomicVariation
4
Survival
4
PeakDetection
4
GeneticVariability
4
CellBasedAssays
4
proteomics
4
SupportVectorMachine
3
DNA3DStructure
3
Cheminformatics
3
Spatial
3
NetworkInference
3
ShinyApps
3
microbiome
3
ExonArray
3
FlowCytometry
3
BiologicalQuestion
3
rnaseq
3
single-cell-rna-seq
3
bayesian
2
GO
2
bioconductor-package
2
rna-seq
2