Toolbox: partial least squares and CARS for variable selection by Hongdong Li

PLS regression, cross validation, variable selection for PLS (pls, monte carlo, chemistry)

CV=oscplscv(X,y,A,K,method,nosc)

CV=plscvfold(X,y,A,K,method,PROCESS,order)

CV=plsmccv(X,y,A,method,N,ratio,OPT)

MATLAB code for the nonparametric fitting video by Richard Willey

Use localized regression, cross validation, and the bootstrap for nonparametric fitting. (localized regression, loess, lowess)

ys=mylowess(xy,xs,span)

MTT Nonparametric Fitting Demo.m

Computational Statistics Webinar by Richard Willey

Use cross validation and Bootstrap to enhance LOESS (computational statist..., cross validation, loess)

ys=mylowess(xy,xs,span)

chole_LOESS.m