Bioconductor Task View: Statistics

Subview of

Subviews

Packages in view

Package Maintainer Title
ACME Sean Davis Algorithms for Calculating Microarray Enrichment (ACME)
adSplit Claudio Lottaz Annotation-Driven Clustering
affylmGUI Keith Satterley GUI for affy analysis using limma package
BeadExplorer Gareth Elvidge QC, normalisation, annotation and exploration of Illumina BeadChip data
Biobase Biocore Team Biobase: Base functions for Bioconductor
bioDist Biocore Team Different distance measures
Category S. Falcon Category Analysis
CoCiteStats R. Gentleman Different test statistics based on co-citation.
CORREP Dongxiao Zhu Multivariate Correlation Estimator and Statistical Inference Procedures.
daMA Jobst Landgrebe Efficient design and analysis of factorial two-colour microarray data
DEDS Yuanyuan Xiao Differential Expression via Distance Summary for Microarray Data
diffGeneAnalysis Choudary Jagarlamudi Performs differential gene expression Analysis
EBarrays Deepayan Sarkar Empirical Bayes for Microarrays
edd Vince Carey expression density diagnostics
exonmap Michal Okoniewski High level analysis of Affymetrix exon array data
factDesign Denise Scholtens Factorial designed microarray experiment analysis
genefilter Biocore Team genefilter: methods for filtering genes from microarray experiments
GeneMeta Biocore Team MetaAnalysis for High Throughput Experiments
GGtools Vince Carey software and data for genetical genomics (c) 2006 VJ Carey
GlobalAncova R. Meister Calculates a global test for differential gene expression between groups
globaltest Jelle Goeman Testing Association of Groups of Genes with a Clinical Variable
GOstats S. Falcon Tools for manipulating GO and microarrays.
gpls Biocore Team Classification using generalized partial least squares
GraphAT Thomas LaFramboise Graph Theoretic Association Tests
HEM HyungJun Cho Heterogeneous error model for identification of differentially expressed genes under multiple conditions
Icens Biocore Team NPMLE for Censored and Truncated Data
impute Balasubramanian Narasimhan impute: Imputation for microarray data
lapmix Yann Ruffieux Laplace Mixture Model in Microarray Experiments
LBE Cyril Dalmasso Estimation of the false discovery rate.
limma Gordon Smyth Linear Models for Microarray Data
limmaGUI Keith Satterley GUI for limma package
LMGene John Tillinghast LMGene Software for Date Transformation and Identification of Differentially Expressed Genes in Gene Expression Arrays
LPE Nitin Jain Methods for analyzing microarray data using Local Pooled Error (LPE) method
made4 Aedin Culhane Multivariate analysis of microarray data using ADE4
MantelCorr Brian Steinmeyer Compute Mantel Cluster Correlations
MeasurementError.cor Beiying Ding Measurement Error model estimate for correlation coefficient
metaArray Hyungwon Choi Integration of Microarray Data for Meta-analysis
MLInterfaces V. Carey Uniform interfaces to R machine learning procedures for data in Bioconductor containers
nem Florian Markowetz Nested Effects Models to reconstruct phenotypic hierarchies
OCplus Alexander Ploner Operating characteristics plus sample size and local fdr for microarray experiments
oneChannelGUI Raffaele A Calogero This package extends the capabilities of affylmGUI graphical interface.
pcaMethods Wolfram Stacklies A collection of PCA methods.
puma Richard Pearson Propagating Uncertainty in Microarray Analysis
rbsurv Sukwoo Kim Robust likelihood-based survival modeling with microarray data
rflowcyt N. LeMeur Statistical tools and data structures for analytic flow cytometry
ROC Vince Carey utilities for ROC, with uarray focus
SAGx Per Broberg Statistical Analysis of the GeneChip
sigPathway Weil Lai Pathway Analysis
simpleaffy Crispin Miller Very simple high level analysis of Affymetrix data
sizepower Weiliang Qiu Sample Size and Power Calculation in Micorarray Studies
SLqPCR Matthias Kohl Functions for analysis of real-time quantitative PCR data at SIRS-Lab GmbH
sscore Richard Kennedy S-Score Algorithm for Affymetrix Oligonucleotide Microarrays
ssize Gregory R. Warnes Estimate Microarry Sample Size
topGO Adrian Alexa topGO: Enrichment analysis for Gene Ontology
twilight Stefanie Scheid Estimation of local false discovery rate