partial least squares-discriminant analysis and variable selection for high dimensional data (Scripts) Publisher's description
from Hongdong Li
PLS-DA for data analysis in chemistry and OMICS studies.
PLS-DA for data analysis in chemistry and OMICS studies. Also included in this package are 3 variable selection methods:
1) target projection (TP)
2) competitive adaptive reweighted sampling (CARS)
3) subwindow permutation analysis (SPA). SPA is based on model pupulation analysis (MPA).
To help quickly familiarize yourself with this toolbox, please first run the EXAMPLE SCRIPT test_package_functions.m which tells you how to call the functions, ;-)
System Requirements:MATLAB 7.0.1 (R14SP1)
Program Release Status: New Release
Program Install Support: Install and Uninstall