Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

bioconductor.org "Regression" keyword

pengls 1.8.0
Fit Penalised Generalised Least Squares models
3 versions - Latest release: 6 months ago - 2.06 thousand downloads total - 0 stars on GitHub - 1 maintainer
bacon 1.30.0
Controlling bias and inflation in association studies using the empirical null distribution
3 versions - Latest release: 6 months ago - 16.9 thousand downloads total - 1 maintainer
deconvR 1.8.0
Simulation and Deconvolution of Omic Profiles
3 versions - Latest release: 6 months ago - 3.22 thousand downloads total - 9 stars on GitHub - 1 maintainer
satuRn 1.10.0
Scalable Analysis of Differential Transcript Usage for Bulk and Single-Cell RNA-sequencing Applic...
3 versions - Latest release: 6 months ago - 1 dependent package - 7.57 thousand downloads total - 20 stars on GitHub - 1 maintainer
SPONGE 1.24.0
Sparse Partial Correlations On Gene Expression
3 versions - Latest release: 6 months ago - 2 dependent packages - 8.57 thousand downloads total - 1 maintainer
autonomics 1.12.0
Unified statistal Modeling of Omics Data
4 versions - Latest release: 15 days ago - 3.18 thousand downloads total - 3 stars on GitHub - 1 maintainer
graper 1.18.0
Adaptive penalization in high-dimensional regression and classification with external covariates ...
3 versions - Latest release: 6 months ago - 5.5 thousand downloads total - 1 maintainer
RLassoCox 1.10.0
A reweighted Lasso-Cox by integrating gene interaction information
3 versions - Latest release: 6 months ago - 3.15 thousand downloads total - 3 stars on GitHub - 1 maintainer
anota2seq 1.24.0
Generally applicable transcriptome-wide analysis of translational efficiency using anota2seq
3 versions - Latest release: 6 months ago - 11.1 thousand downloads total - 2 maintainers
chipenrich 2.26.0
Gene Set Enrichment For ChIP-seq Peak Data
3 versions - Latest release: 6 months ago - 27.8 thousand downloads total - 1 maintainer
easier 1.8.0
Estimate Systems Immune Response from RNA-seq data
3 versions - Latest release: 6 months ago - 4.36 thousand downloads total - 1 maintainer
dce 1.10.0
Pathway Enrichment Based on Differential Causal Effects
3 versions - Latest release: 6 months ago - 3.73 thousand downloads total - 9 stars on GitHub - 1 maintainer
LinkHD 1.16.0
LinkHD: a versatile framework to explore and integrate heterogeneous data
3 versions - Latest release: 6 months ago - 4.84 thousand downloads total - 1 maintainer
CeTF 1.14.0
Coexpression for Transcription Factors using Regulatory Impact Factors and Partial Correlation an...
3 versions - Latest release: 6 months ago - 6.04 thousand downloads total - 1 maintainer
mirTarRnaSeq 1.10.0
mirTarRnaSeq
3 versions - Latest release: 6 months ago - 3.38 thousand downloads total - 1 maintainer
sparsenetgls 1.20.0
Using Gaussian graphical structue learning estimation in generalized least squared regression for...
3 versions - Latest release: 6 months ago - 5.7 thousand downloads total - 1 maintainer
hierinf 1.20.0
Hierarchical Inference
3 versions - Latest release: 6 months ago - 5.33 thousand downloads total - 1 maintainer
gespeR 1.34.0
Gene-Specific Phenotype EstimatoR
3 versions - Latest release: 6 months ago - 16.3 thousand downloads total - 1 maintainer
dmrseq 1.22.1
Detection and inference of differentially methylated regions from Whole Genome Bisulfite Sequencing
4 versions - Latest release: 2 months ago - 1 dependent package - 17.9 thousand downloads total - 1 maintainer
pareg 1.6.0
Pathway enrichment using a regularized regression approach
3 versions - Latest release: 6 months ago - 1.9 thousand downloads total - 7 stars on GitHub - 1 maintainer
GIGSEA 1.20.0
Genotype Imputed Gene Set Enrichment Analysis
3 versions - Latest release: 6 months ago - 5.56 thousand downloads total - 1 maintainer
fmrs 1.12.0
Variable Selection in Finite Mixture of AFT Regression and FMR Models
3 versions - Latest release: 6 months ago - 5.47 thousand downloads total - 3 stars on GitHub - 1 maintainer
KBoost 1.10.0
Inference of gene regulatory networks from gene expression data
3 versions - Latest release: 6 months ago - 2.94 thousand downloads total - 4 stars on GitHub - 1 maintainer
pmm 1.34.0
Parallel Mixed Model
3 versions - Latest release: 6 months ago - 11.2 thousand downloads total - 1 maintainer
BioMM 1.18.0 removed
BioMM: Biological-informed Multi-stage Machine learning framework for phenotype prediction using ...
2 versions - Latest release: 6 months ago - 4.99 thousand downloads total - 1 maintainer
SIAMCAT 2.6.0
Statistical Inference of Associations between Microbial Communities And host phenoTypes
3 versions - Latest release: 6 months ago - 11.8 thousand downloads total - 1 maintainer
CTSV 1.4.0
Identification of cell-type-specific spatially variable genes accounting for excess zeros
3 versions - Latest release: 6 months ago - 1.8 thousand downloads total - 2 stars on GitHub - 1 maintainer
BPRMeth 1.28.0
Model higher-order methylation profiles
3 versions - Latest release: 6 months ago - 1 dependent package - 11.9 thousand downloads total - 1 maintainer
edge 2.34.0
Extraction of Differential Gene Expression
3 versions - Latest release: 6 months ago - 22.2 thousand downloads total - 20 stars on GitHub - 2 maintainers
GAprediction 1.28.0
Prediction of gestational age with Illumina HumanMethylation450 data
3 versions - Latest release: 6 months ago - 9.4 thousand downloads total - 1 maintainer
scMET 1.4.0
Bayesian modelling of cell-to-cell DNA methylation heterogeneity
3 versions - Latest release: 6 months ago - 1.73 thousand downloads total - 18 stars on GitHub - 1 maintainer
IFAA 1.4.0
Robust Inference for Absolute Abundance in Microbiome Analysis
3 versions - Latest release: 6 months ago - 1.54 thousand downloads total - 1 maintainer
Top 6.3% on bioconductor.org
gpls 1.74.0
Classification using generalized partial least squares
3 versions - Latest release: 6 months ago - 1 dependent package - 51.9 thousand downloads total - 1 maintainer
rifi 1.6.0
'rifi' analyses data from rifampicin time series created by microarray or RNAseq
3 versions - Latest release: 6 months ago - 1.71 thousand downloads total - 0 stars on GitHub - 1 maintainer
CytoDx 1.22.0
Robust prediction of clinical outcomes using cytometry data without cell gating
3 versions - Latest release: 6 months ago - 7.94 thousand downloads total - 1 maintainer
AMARETTO 1.18.0
Regulatory Network Inference and Driver Gene Evaluation using Integrative Multi-Omics Analysis an...
3 versions - Latest release: 6 months ago - 7.55 thousand downloads total - 1 maintainer
bambu 3.4.1
Context-Aware Transcript Quantification from Long Read RNA-Seq data
4 versions - Latest release: about 1 month ago - 1 dependent package - 13 thousand downloads total - 118 stars on GitHub - 1 maintainer
Top 8.9% on bioconductor.org
kebabs 1.36.0
Kernel-Based Analysis of Biological Sequences
3 versions - Latest release: 6 months ago - 2 dependent packages - 32.9 thousand downloads total - 0 stars on GitHub - 1 maintainer
Dino 1.8.0
Normalization of Single-Cell mRNA Sequencing Data
3 versions - Latest release: 6 months ago - 2.77 thousand downloads total - 8 stars on GitHub - 1 maintainer
LRcell 1.10.0
Differential cell type change analysis using Logistic/linear Regression
3 versions - Latest release: 6 months ago - 3.04 thousand downloads total - 3 stars on GitHub - 1 maintainer
GRaNIE 1.6.1
GRaNIE: Reconstruction cell type specific gene regulatory networks including enhancers using sing...
3 versions - Latest release: 6 months ago - 3.75 thousand downloads total - 1 maintainer
supersigs 1.10.0
Supervised mutational signatures
3 versions - Latest release: 6 months ago - 2.71 thousand downloads total - 3 stars on GitHub - 1 maintainer
speckle 1.2.0
Statistical methods for analysing single cell RNA-seq data
3 versions - Latest release: 6 months ago - 2.91 thousand downloads total - 1 maintainer
IMAS 1.26.0
Integrative analysis of Multi-omics data for Alternative Splicing
3 versions - Latest release: 6 months ago - 9.74 thousand downloads total - 1 maintainer
GEM 1.28.0
GEM: fast association study for the interplay of Gene, Environment and Methylation
3 versions - Latest release: 6 months ago - 10 thousand downloads total - 1 maintainer
GRridge 1.26.0 removed
Better prediction by use of co-data: Adaptive group-regularized ridge regression
2 versions - Latest release: 6 months ago - 7.94 thousand downloads total - 1 maintainer
BUMHMM 1.26.0
Computational pipeline for computing probability of modification from structure probing experimen...
3 versions - Latest release: 6 months ago - 9.56 thousand downloads total - 1 maintainer
Melissa 1.18.0
Bayesian clustering and imputationa of single cell methylomes
3 versions - Latest release: 6 months ago - 5.54 thousand downloads total - 1 maintainer
xcore 1.6.0
xcore expression regulators inference
3 versions - Latest release: 6 months ago - 1.9 thousand downloads total - 1 maintainer
weitrix 1.14.0
Tools for matrices with precision weights, test and explore weighted or sparse data
3 versions - Latest release: 6 months ago - 4.22 thousand downloads total - 1 maintainer
globalSeq 1.30.0
Global Test for Counts
3 versions - Latest release: 6 months ago - 10.4 thousand downloads total - 1 stars on GitHub - 1 maintainer
RNAdecay 1.22.2
Maximum Likelihood Decay Modeling of RNA Degradation Data
5 versions - Latest release: 3 months ago - 5.73 thousand downloads total - 1 maintainer
CFAssay 1.36.0
Statistical analysis for the Colony Formation Assay
3 versions - Latest release: 6 months ago - 15.4 thousand downloads total - 1 maintainer
AffiXcan 1.20.0
A Functional Approach To Impute Genetically Regulated Expression
3 versions - Latest release: 6 months ago - 7.22 thousand downloads total - 1 maintainer
biotmle 1.26.0
Targeted Learning with Moderated Statistics for Biomarker Discovery
3 versions - Latest release: 6 months ago - 10.6 thousand downloads total - 1 maintainer
gCrisprTools 2.8.0
Suite of Functions for Pooled Crispr Screen QC and Analysis
3 versions - Latest release: 6 months ago - 11.6 thousand downloads total - 1 maintainer
metaseqR2 1.14.0
An R package for the analysis and result reporting of RNA-Seq data by combining multiple statisti...
3 versions - Latest release: 6 months ago - 5.12 thousand downloads total - 1 maintainer
omicRexposome 1.24.3
Exposome and omic data associatin and integration analysis
4 versions - Latest release: 3 months ago - 7.99 thousand downloads total - 1 maintainer
ENmix 1.38.01
Quality control and analysis tools for Illumina DNA methylation BeadChip
3 versions - Latest release: 6 months ago - 27.6 thousand downloads total - 1 maintainer
mbQTL 1.2.0
mbQTL: A package for SNP-Taxa mGWAS analysis
3 versions - Latest release: 6 months ago - 1.26 thousand downloads total - 1 maintainer
GNET2 1.18.0
Constructing gene regulatory networks from expression data through functional module inference
3 versions - Latest release: 6 months ago - 5.66 thousand downloads total - 2 stars on GitHub - 1 maintainer
rnaEditr 1.12.0
Statistical analysis of RNA editing sites and hyper-editing regions
3 versions - Latest release: 6 months ago - 3.35 thousand downloads total - 3 stars on GitHub - 1 maintainer
dearseq 1.14.0
Differential Expression Analysis for RNA-seq data through a robust variance component test
3 versions - Latest release: 6 months ago - 2 dependent packages - 8.25 thousand downloads total - 6 stars on GitHub - 1 maintainer
GenomicOZone 1.16.0
Delineate outstanding genomic zones of differential gene activity
3 versions - Latest release: 6 months ago - 5.21 thousand downloads total - 1 maintainer
splineTimeR 1.30.0
Time-course differential gene expression data analysis using spline regression models followed by...
3 versions - Latest release: 6 months ago - 12.4 thousand downloads total - 2 maintainers
pairkat 1.8.0
PaIRKAT
3 versions - Latest release: 6 months ago - 2.16 thousand downloads total - 0 stars on GitHub - 1 maintainer
metaCCA 1.30.0
Summary Statistics-Based Multivariate Meta-Analysis of Genome-Wide Association Studies Using Cano...
3 versions - Latest release: 6 months ago - 13.2 thousand downloads total - 1 maintainer
Doscheda 1.24.0
A DownStream Chemo-Proteomics Analysis Pipeline
3 versions - Latest release: 6 months ago - 8.5 thousand downloads total - 1 maintainer
GMRP 1.30.0
GWAS-based Mendelian Randomization and Path Analyses
3 versions - Latest release: 6 months ago - 10.4 thousand downloads total - 1 maintainer
CONFESS 1.30.0
Cell OrderiNg by FluorEScence Signal
3 versions - Latest release: 6 months ago - 10.9 thousand downloads total - 1 maintainer
IVAS 2.22.0
Identification of genetic Variants affecting Alternative Splicing
3 versions - Latest release: 6 months ago - 1 dependent package - 14.4 thousand downloads total - 1 maintainer
consensus 1.20.0
Cross-platform consensus analysis of genomic measurements via interlaboratory testing method
3 versions - Latest release: 6 months ago - 6.17 thousand downloads total - 1 maintainer
granulator 1.10.0
Rapid benchmarking of methods for *in silico* deconvolution of bulk RNA-seq data
3 versions - Latest release: 6 months ago - 1 dependent package - 6.04 thousand downloads total - 1 stars on GitHub - 1 maintainer
airpart 1.10.0
Differential cell-type-specific allelic imbalance
3 versions - Latest release: 6 months ago - 3.63 thousand downloads total - 2 stars on GitHub - 1 maintainer
trena 1.24.0 removed
Fit transcriptional regulatory networks using gene expression, priors, machine learning
2 versions - Latest release: 6 months ago - 7 thousand downloads total - 1 stars on GitHub - 1 maintainer
dreamlet 1.2.0
Scalable differential expression analysis of single cell transcriptomics datasets with complex st...
3 versions - Latest release: 16 days ago - 1.21 thousand downloads total - 9 stars on GitHub - 1 maintainer
variancePartition 1.34.0
Quantify and interpret drivers of variation in multilevel gene expression experiments
5 versions - Latest release: 15 days ago - 4 dependent packages - 57.8 thousand downloads total - 3 stars on GitHub - 1 maintainer
NewWave 1.12.0
Negative binomial model for scRNA-seq
3 versions - Latest release: 6 months ago - 5.06 thousand downloads total - 4 stars on GitHub - 1 maintainer
rqt 1.28.0
rqt: utilities for gene-level meta-analysis
3 versions - Latest release: 6 months ago - 8.75 thousand downloads total - 2 stars on GitHub - 1 maintainer
lemur 1.0.5
Latent Embedding Multivariate Regression
6 versions - Latest release: 4 months ago - 1.2 thousand downloads total - 69 stars on GitHub - 1 maintainer
ExploreModelMatrix 1.16.0
Graphical Exploration of Design Matrices
3 versions - Latest release: 6 days ago - 8.06 thousand downloads total - 36 stars on GitHub - 1 maintainer
topconfects 1.18.0
Top Confident Effect Sizes
3 versions - Latest release: 6 months ago - 3 dependent packages - 10.8 thousand downloads total - 13 stars on GitHub - 1 maintainer
Top 0.5% on bioconductor.org
DESeq2 1.44.0
Differential gene expression analysis based on the negative binomial distribution
4 versions - Latest release: 20 days ago - 146 dependent packages - 2.77 million downloads total - 328 stars on GitHub - 1 maintainer
transformGamPoi 1.10.0
Variance Stabilizing Transformation for Gamma-Poisson Models
3 versions - Latest release: 7 days ago - 2.68 thousand downloads total - 18 stars on GitHub - 1 maintainer
mistyR 1.12.0
Multiview Intercellular SpaTial modeling framework
4 versions - Latest release: 7 days ago - 4.1 thousand downloads total - 39 stars on GitHub - 1 maintainer
Top 4.3% on bioconductor.org
glmGamPoi 1.16.0
Fit a Gamma-Poisson Generalized Linear Model
6 versions - Latest release: 7 days ago - 5 dependent packages - 147 thousand downloads total - 87 stars on GitHub - 1 maintainer
Top 8.7% on bioconductor.org
biobroom 1.36.0
Turn Bioconductor objects into tidy data frames
3 versions - Latest release: 7 days ago - 1 dependent package - 27.3 thousand downloads total - 48 stars on GitHub - 1 maintainer
eisaR 1.16.0
Exon-Intron Split Analysis (EISA) in R
4 versions - Latest release: 8 days ago - 7.62 thousand downloads total - 14 stars on GitHub - 1 maintainer
Top 0.3% on bioconductor.org
limma 3.60.0
Linear Models for Microarray Data
4 versions - Latest release: 19 days ago - 322 dependent packages - 5.09 million downloads total - 1 maintainer
Top 0.6% on bioconductor.org
edgeR 4.2.0
Empirical Analysis of Digital Gene Expression Data in R
14 versions - Latest release: 19 days ago - 181 dependent packages - 3.02 million downloads total - 4 maintainers
IgGeneUsage 1.18.0
Differential gene usage in immune repertoires
3 versions - Latest release: 8 days ago - 4.83 thousand downloads total - 6 stars on GitHub - 1 maintainer
Top 2.6% on bioconductor.org
mixOmics 6.28.0
Omics Data Integration Project
3 versions - Latest release: 13 days ago - 9 dependent packages - 214 thousand downloads total - 1 maintainer
msqrob2 1.12.0
Robust statistical inference for quantitative LC-MS proteomics
3 versions - Latest release: 16 days ago - 5.2 thousand downloads total - 5 stars on GitHub - 1 maintainer
MethReg 1.14.0
Assessing the regulatory potential of DNA methylation regions or sites on gene transcription
3 versions - Latest release: 11 days ago - 4.34 thousand downloads total - 4 stars on GitHub - 1 maintainer
POMA 1.14.0
Tools for Omics Data Analysis
3 versions - Latest release: 11 days ago - 1 dependent package - 4.86 thousand downloads total - 10 stars on GitHub - 1 maintainer
Top 4.5% on bioconductor.org
GENIE3 1.26.0
GEne Network Inference with Ensemble of trees
3 versions - Latest release: 12 days ago - 2 dependent packages - 73 thousand downloads total - 1 maintainer
Top 5.4% on bioconductor.org
limmaGUI 1.80.0
GUI for limma Package With Two Color Microarrays
3 versions - Latest release: 13 days ago - 48.9 thousand downloads total - 1 maintainer
Top 4.8% on bioconductor.org
affylmGUI 1.78.0
GUI for limma Package with Affymetrix Microarrays
3 versions - Latest release: 13 days ago - 66 thousand downloads total - 1 maintainer
timeOmics 1.16.0
Time-Course Multi-Omics data integration
3 versions - Latest release: 13 days ago - 1 dependent package - 5.04 thousand downloads total - 21 stars on GitHub - 1 maintainer
Top 4.0% on bioconductor.org
GlobalAncova 4.22.0
Global test for groups of variables via model comparisons
3 versions - Latest release: 13 days ago - 98.3 thousand downloads total - 1 maintainer
Related Keywords
Software 141 GeneExpression 72 DifferentialExpression 54 RNASeq 51 ImmunoOncology 51 Sequencing 44 Transcriptomics 38 MultipleComparison 28 Transcription 28 Normalization 26 SingleCell 25 GeneRegulation 24 Clustering 24 Epigenetics 24 Preprocessing 23 Bayesian 22 Microarray 22 Classification 21 Proteomics 20 GeneSetEnrichment 20 StatisticalMethod 20 TimeCourse 20 BatchEffect 19 QualityControl 18 Genetics 18 FunctionalGenomics 17 BiomedicalInformatics 17 SystemsBiology 17 DNAMethylation 15 SNP 14 CellBiology 14 DataImport 14 DimensionReduction 13 Metabolomics 13 Survival 13 Visualization 13 Network 13 GraphAndNetwork 12 DifferentialMethylation 12 Coverage 11 FeatureExtraction 11 PrincipalComponent 11 DifferentialSplicing 10 AlternativeSplicing 10 GenomeWideAssociation 9 Pathways 9 MassSpectrometry 9 ChIPSeq 8 OneChannel 7 MethylationArray 7 NetworkInference 7 mRNAMicroarray 7 TwoChannel 6 r 6 bioconductor 6 KEGG 6 ExperimentalDesign 6 GenePrediction 5 CopyNumberVariation 5 GeneticVariability 5 CellBasedAssays 5 GeneTarget 5 ProprietaryPlatforms 5 Spatial 4 FlowCytometry 4 ExonArray 4 Microbiome 4 Metagenomics 4 WholeGenome 4 Lipidomics 4 GUI 4 GenomicVariation 3 FunctionalPrediction 3 DataRepresentation 3 DecisionTree 3 r-package 3 MethylSeq 3 MicroRNAArray 3 transcriptomics 3 Pharmacogenomics 3 WorkflowStep 3 ATACSeq 3 NetworkEnrichment 3 Cheminformatics 2 shiny 2 dna-methylation 2 machine-learning 2 Pharmacogenetics 2 miRNA 2 genomics 2 GO 2 gene-expression 2 TranscriptomeVariant 2 Annotation 2 regression 2 single-cell 2 enrichment 2 bioconductor-package 1 rnaseq 1 salmon 1