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What documentation exists for R?

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Chapter 5: R Add-On Packages 70<br />

factDesign A set of tools <strong>for</strong> analyzing data from factorial designed microarray experiments.<br />

The functions can be used to evaluate appropriate tests of contrast and per<strong>for</strong>m<br />

single outlier detection.<br />

fdrame FDR Adjustments of Microarray Experiments (FDR-AME).<br />

gcrma Background adjustment using sequence in<strong>for</strong>mation.<br />

genArise A tool <strong>for</strong> dual color microarray data.<br />

geneRecommender<br />

A gene recommender algorithm to identify genes coexpressed with a query set<br />

of genes.<br />

genefilter Tools <strong>for</strong> sequentially filtering genes using a wide variety of filtering functions.<br />

Example of filters include: number of missing value, coefficient of variation of<br />

expression measures, ANOVA p-value, Cox model p-values. Sequential application<br />

of filtering functions to genes.<br />

geneplotter<br />

gff3Plotter<br />

Graphical tools <strong>for</strong> genomic data, <strong>for</strong> example <strong>for</strong> plotting expression data along<br />

a chromosome or producing color images of expression data matrices.<br />

Plotting data of experiments on the genomic layout.<br />

globaltest Testing globally whether a group of genes is significantly related to some clinical<br />

variable of interest.<br />

goCluster Analysis of clustering results in conjunction with annotation data.<br />

goTools Functions <strong>for</strong> description/comparison of oligo ID list using the Gene Ontology<br />

database.<br />

gpls Classification using generalized partial least squares <strong>for</strong> two-group and multigroup<br />

classification.<br />

graph Classes and tools <strong>for</strong> creating and manipulating graphs within R.<br />

gtkWidgets<br />

Widgets built using RGtk.<br />

hexbin Binning functions, in particular hexagonal bins <strong>for</strong> graphing.<br />

hopach Hierarchical Ordered Partitioning and Collapsing Hybrid (HOPACH).<br />

hypergraph<br />

Capabilities <strong>for</strong> representing and manipulating hypergraphs.<br />

iSPlot Link views that are based on the same data set.<br />

idiogram Plotting genomic data by chromosomal location.<br />

impute Imputation <strong>for</strong> microarray data (currently KNN only).<br />

limma Linear models <strong>for</strong> microarray data.<br />

limmaGUI<br />

Graphical User Interface <strong>for</strong> package limma.

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