pcaMethods
A collection of PCA methods.
Provides Bayesian PCA, Probabilistic PCA, Nipals PCA and
the conventional SVD PCA. 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 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.
| Author |
Wolfram Stacklies, Henning Redestig |
| Maintainer |
Wolfram Stacklies |
Vignettes (Documentation)
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Package Downloads
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Details
| biocViews |
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| Depends |
R, MASS, ellipse, pls, methods |
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| License |
GPL version 2 (or later) |
| URL |
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