Bioconductor Task View: DifferentialExpression

Subview of

Packages in view

Package Maintainer Title
AffyExpress Xuejun Arthur Li Affymetrix Quality Assessment and Analysis Tool
affylmGUI Keith Satterley GUI for affy analysis using limma package
AgiMicroRna Pedro Lopez-Romero Processing and Differential Expression Analysis of Agilent microRNA chips
ArrayTools Arthur Li geneChip Analysis Package
baySeq Thomas J. Hardcastle Empirical Bayesian analysis of patterns of differential expression in count data
betr Martin Aryee Identify differentially expressed genes in microarray time-course data
BGmix Alex Lewin Bayesian models for differential gene expression
bgx Ernest Turro Bayesian Gene eXpression
BioNet Marcus Dittrich Routines for the functional analysis of biological networks
bridge Raphael Gottardo Bayesian Robust Inference for Differential Gene Expression
clippda Stephen Nyangoma A package for the clinical proteomic profiling data analysis
copa James W. MacDonald Functions to perform cancer outlier profile analysis.
daMA Jobst Landgrebe Efficient design and analysis of factorial two-colour microarray data
ddCt Jitao David Zhang The ddCt Algorithm for the Analysis of Quantitative Real-Time PCR (qRT-PCR)
DEDS Yuanyuan Xiao Differential Expression via Distance Summary for Microarray Data
DEGraph Laurent Jacob Two-sample tests on a graph
DEGseq Likun Wang Identify Differentially Expressed Genes from RNA-seq data
DESeq Simon Anders Digital gene expresion analysis based on the negative binomial distribution
DFP Rodrigo Alvarez-Glez Gene Selection
diffGeneAnalysis Choudary Jagarlamudi Performs differential gene expression Analysis
EBarrays Ming Yuan Unified Approach for Simultaneous Gene Clustering and Differential Expression Identification
edd Vince Carey expression density diagnostics
edgeR Mark Robinson , Davis McCarthy , Gordon Smyth Empirical analysis of digital gene expression data in R
exonmap Crispin Miller High level analysis of Affymetrix exon array data (DEPRECATED please use xmapcore)
fabia Sepp Hochreiter FABIA: Factor Analysis for Bicluster Acquisition
factDesign Denise Scholtens Factorial designed microarray experiment analysis
fdrame Effi Kenigsberg FDR adjustments of Microarray Experiments (FDR-AME)
flagme Mark Robinson Analysis of Metabolomics GC/MS Data
gaga David Rossell GaGa hierarchical model for microarray data analysis
gage Weijun Luo Generally Applicable Gene-set Enrichment for Pathway Analysis
GeneSelectMMD Weiliang Qiu Gene selection based on the marginal distributions of gene profiles that characterized by a mixture of three-component multivariate distributions
GeneSelector Martin Slawski Stability and Aggregation of ranked gene lists
GlobalAncova Manuela Hummel Calculates a global test for differential gene expression between groups
globaltest Jelle Goeman Testing groups of covariates/features for association with a response variable, with applications to gene set testing
GSRI Julian Gehring Gene Set Regulation Index
HEM HyungJun Cho Heterogeneous error model for identification of differentially expressed genes under multiple conditions
HTqPCR Heidi Dvinge Automated analysis of high-throughput qPCR data
IsoGeneGUI Setia Pramana A graphical user interface to conduct a dose-response analysis of microarray data
lapmix Yann Ruffieux Laplace Mixture Model in Microarray Experiments
les Julian Gehring Identifying Differential Effects in Tiling Microarray Data
limma Gordon Smyth Linear Models for Microarray Data
limmaGUI Keith Satterley GUI for limma package
LMGene Blythe Durbin-Johnson LMGene Software for Data Transformation and Identification of Differentially Expressed Genes in Gene Expression Arrays
logitT Tobias Guennel logit-t Package
LPE Nitin Jain Methods for analyzing microarray data using Local Pooled Error (LPE) method
maanova Keith Sheppard Tools for analyzing Micro Array experiments
macat Joern Toedling MicroArray Chromosome Analysis Tool
maigesPack Gustavo H. Esteves Functions to handle cDNA microarray data, including several methods of data analysis
maSigPro Ana Conesa Significant Gene Expression Profile Differences in Time Course Microarray Data
MEDIPS Lukas Chavez MeDIP-Seq data analysis
MergeMaid Xiaogang Zhong Merge Maid
metaArray Hyungwon Choi Integration of Microarray Data for Meta-analysis
metahdep John R. Stevens Hierarchical Dependence in Meta-Analysis
miRNApath James M. Ward miRNApath: Pathway Enrichment for miRNA Expression Data
Mulcom Claudio Isella Calculates MulCom test
multtest Katherine S. Pollard Resampling-based multiple hypothesis testing
netresponse Leo Lahti NetResponse: functional network analysis
nudge N. Dean Normal Uniform Differential Gene Expression detection
OCplus Alexander Ploner Operating characteristics plus sample size and local fdr for microarray experiments
oligo Benilton Carvalho Preprocessing tools for oligonucleotide arrays.
oneChannelGUI Raffaele A Calogero This package extends the capabilities of affylmGUI graphical interface. Affymetrix 3' IVT, gene an exon arrays are actually implemented togheter with Illumina, GEO matrix series files and tab delimited files. Next Generation Sequencing secondary analysis for ncRNA quantification is also available.
OrderedList Claudio Lottaz Similarities of Ordered Gene Lists
pcot2 Sarah Song Principal Coordinates and Hotelling's T-Square method
phenoTest Evarist Planet Tools to test correlation between gene expression and phenotype.
pickgene Brian S. Yandell Adaptive Gene Picking for Microarray Expression Data Analysis
pint Olli-Pekka Huovilainen Pairwise INTegration of functional genomics data
plgem Norman Pavelka Detect differential expression in microarray and proteomics datasets with the Power Law Global Error Model (PLGEM)
PLPE Soo-heang Eo Local Pooled Error Test for Differential Expression with Paired High-throughput Data
plw Magnus Astrand Probe level Locally moderated Weighted t-tests.
puma Richard Pearson , Li Zhang Propagating Uncertainty in Microarray Analysis
RankProd Fangxin Hong Rank Product method for identifying differentially expressed genes with application in meta-analysis
rnaSeqMap Michal Okoniewski rnaSeq analyses using xmapcore database
ROC Vince Carey utilities for ROC, with uarray focus
SAGx Per Broberg, Statistical Analysis of the GeneChip
siggenes Holger Schwender Multiple testing using SAM and Efron's empirical Bayes approaches
sigPathway Weil Lai Pathway Analysis
simpleaffy Crispin Miller Very simple high level analysis of Affymetrix data
snm Brig Mecham Supervised Normalization of Microarrays
SpeCond Florence Cavalli Condition specific detection from expression data
sscore Richard Kennedy S-Score Algorithm for Affymetrix Oligonucleotide Microarrays
ssize Gregory R. Warnes Estimate Microarray Sample Size
survcomp Benjamin Haibe-Kains , Markus Schroeder Performance Assessment and Comparison for Survival Analysis
timecourse Yu Chuan Tai Statistical Analysis for Developmental Microarray Time Course Data
twilight Stefanie Scheid Estimation of local false discovery rate
webbioc Colin A. Smith Bioconductor Web Interface
XDE Robert Scharpf XDE: a Bayesian hierarchical model for cross-study analysis of differential gene expression
xps Christian Stratowa Processing and Analysis of Affymetrix Oligonucleotide Arrays including Exon Arrays, Whole Genome Arrays and Plate Arrays