PMA-package |
Penalized Multivariate Analysis |
breastdata |
Breast cancer gene expression + DNA copy number data set from Chin et al (2006), Cancer Cell |
CCA |
Perform sparse canonical correlation analysis using the penalized matrix decomposition. |
CCA.permute |
Select tuning parameters for sparse canonical correlation analysis using the penalized matrix decomposition. |
PlotCGH |
Plot CGH data |
PMA |
Penalized Multivariate Analysis |
PMD |
Get a penalized matrix decomposition for a data matrix. |
PMD.cv |
Do tuning parameter selection for PMD via cross-validation |
SPC |
Perform sparse principal component analysis |
SPC.cv |
Perform cross-validation on sparse principal component analysis |