Package: pcaMethods
Version: 1.22.0
Author: Wolfram Stacklies, Henning Redestig, Kevin Wright
Maintainer: Wolfram Stacklies <wolfram.stacklies@gmail.com>
Title: A collection of PCA methods.
Depends: Biobase, MASS, pls, methods
Suggests: aroma.light
Description: Provides Bayesian PCA, Probabilistic PCA, Nipals PCA,
        Inverse Non-Linear PCA and the conventional SVD PCA. A cluster
        based method for missing value estimationn is included for
        comparison. BPCA, PPCA and NipalsPCA may be used to perform PCA
        on incomplete data as well as for accurate missing value
        estimation. A set of methods for printing and plotting the
        results is also provided. All PCA methods make use of the same
        data structure (pcaRes) to provide a unique interface to the
        PCA results. Developed at the Max-Planck Institute for
        Molecular Plant Physiology, Golm, Germany.
License: GPL version 2 (or later)
biocViews: Bioinformatics
Collate: derrorHierarchic.R errorHierarchic.R classes.R generic.R pca.R
        BPCA_dostep.R bpca.R ppca.R BPCA_initmodel.R orth.R repmat.R
        xval.R svdImpute.R checkData.R kEstimate.R llsImpute.R
        forkNlpcaNet.R lineSearch.R nlpca.R optiAlgCgd.R sortFeatures.R
        vector2matrices.R kEstimateFast.R robustPca.R
LazyLoad: yes
Packaged: 2009-04-21 11:55:34 UTC; biocbuild
Built: R 2.9.0; ; 2009-04-21 16:06:44 UTC; windows
