Bioconductor Task View: Statistics

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Package Maintainer Title
adSplit Claudio Lottaz Annotation-Driven Clustering
affylmGUI Keith Satterley GUI for affy analysis using limma package
ArrayTools Arthur Li geneChip Analysis Package
BCRANK Adam Ameur Predicting binding site consensus from ranked DNA sequences
betr Martin Aryee Identify differentially expressed genes in microarray time-course data
bgafun Iain Wallace BGAfun A method to identify specifity determining residues in protein families
BGmix Alex Lewin Bayesian models for differential gene expression
BicARE Pierre Gestraud Biclustering Analysis and Results Exploration
Biostrings H. Pages String objects representing biological sequences, and matching algorithms
ChemmineR Y. Eddie Cao A Compound Data Mining Framework
clusterStab James W. MacDonald Compute cluster stability scores for microarray data
CMA Martin Slawski Synthesis of microarray-based classification
CORREP Dongxiao Zhu Multivariate Correlation Estimator and Statistical Inference Procedures.
cosmo Oliver Bembom Supervised detection of conserved motifs in DNA sequences
cosmoGUI Oliver Bembom GUI for constructing constraint sets used by the cosmo package
ctc Antoine Lucas Cluster and Tree Conversion.
fdrame Effi Kenigsberg FDR adjustments of Microarray Experiments (FDR-AME)
flowClust Raphael Gottardo Clustering for Flow Cytometry
gaga David Rossell GaGa hierarchical model for microarray data analysis
gene2pathway Holger Froehlich Prediction of KEGG pathway membership for individual genes based on InterPro domain signatures
geneRecommender Greg Hather A gene recommender algorithm to identify genes coexpressed with a query set of genes
GeneRegionScan Lasse Folkersen GeneRegionScan
GOSemSim Guangchuang Yu GO-terms Semantic Similarity Measures
GOstats Robert Gentleman Tools for manipulating GO and microarrays.
gpls Biocore Team c/o BioC user list Classification using generalized partial least squares
hopach Katherine S. Pollard Hierarchical Ordered Partitioning and Collapsing Hybrid (HOPACH)
iterativeBMA Ka Yee Yeung The Iterative Bayesian Model Averaging (BMA) algorithm
LBE Cyril Dalmasso Estimation of the false discovery rate.
limma Gordon Smyth Linear Models for Microarray Data
limmaGUI Keith Satterley GUI for limma package
logicFS Holger Schwender Identification of SNP Interactions
maanova Keith Sheppard Tools for analyzing Micro Array experiments
made4 Aedin Culhane Multivariate analysis of microarray data using ADE4
maigesPack Gustavo H. Esteves Functions to handle cDNA microarray data, including several methods of data analysis
MantelCorr Brian Steinmeyer Compute Mantel Cluster Correlations
maSigPro Ana Conesa Significant Gene Expression Profile Differences in Time Course Microarray Data
MCRestimate Marc Johannes Misclassification error estimation with cross-validation
Mfuzz Matthias Futschik Soft clustering of time series gene expression data
microRNA Robert Gentleman Data and functions for dealing with microRNAs
MiPP Sukwoo Kim Misclassification Penalized Posterior Classification
MLInterfaces V. Carey Uniform interfaces to R machine learning procedures for data in Bioconductor containers
multtest Katherine S. Pollard Resampling-based multiple hypothesis testing
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. Affymetrix 3' IVT, gene an exon arrays are actually implemented togheter with Illumina, GEO matrix series files and tab delimited files.
OrderedList Claudio Lottaz Similarities of Ordered Gene Lists
pamr Rob Tibshirani Pam: prediction analysis for microarrays
parody VJ Carey Parametric And Resistant Outlier DYtection
pdmclass James W. MacDonald Classification of Microarray Samples using Penalized Discriminant Methods
puma Richard Pearson Propagating Uncertainty in Microarray Analysis
qvalue John D. Storey Q-value estimation for false discovery rate control
rHVDM Martino Barenco Hidden Variable Dynamic Modeling
Rmagpie Camille Maumet MicroArray Gene-expression-based Program In Error rate estimation
rMAT Arnaud Droit and Raphael Gottardo R implementation from MAT program to normalize and analyze tiling arrays and ChIP-chip data.
SAGx Per Broberg, Statistical Analysis of the GeneChip
seqLogo Oliver Bembom Sequence logos for DNA sequence alignments
siggenes Holger Schwender Multiple testing using SAM and Efron's empirical Bayes approaches
sigPathway Weil Lai Pathway Analysis
SSPA Maarten van Iterson Sample Size and Power Analysis for Microarray Data
stam Claudio Lottaz Structured Analysis of Microarray Data
timecourse Yu Chuan Tai Statistical Analysis for Developmental Microarray Time Course Data
twilight Stefanie Scheid Estimation of local false discovery rate
vbmp Nicola Lama Variational Bayesian Multinomial Probit Regression