PMA: Penalized Multivariate Analysis
Performs Penalized Multivariate Analysis: a penalized
matrix decomposition, sparse principal components analysis, and
sparse canonical correlation analysis, described in the
following papers: (1) Witten, Tibshirani and Hastie (2009) A
penalized matrix decomposition, with applications to sparse
principal components and canonical correlation analysis.
Biostatistics 10(3):515-534. (2) Witten and Tibshirani (2009)
Extensions of sparse canonical correlation analysis, with
applications to genomic data. Statistical Applications in
Genetics and Molecular Biology 8(1): Article 28.
| Version: |
1.0.8 |
| Depends: |
R (≥ 2.10), plyr |
| Published: |
2011-08-11 |
| Author: |
Daniela Witten and Rob Tibshirani and Sam Gross and
Balasubramanian Narasimhan |
| Maintainer: |
Daniela Witten <dwitten at u.washington.edu> |
| License: |
GPL (≥ 2) |
| CRAN checks: |
PMA results |
Downloads: