coef.mypls |
Extract Regression Coefficients from a mypls Object |
cookie |
Near-Infrared (NIR) Spectroscopy of Biscuit Doughs |
graphic.ppls.splines |
Plot Penalized PLS Components for Spline-Transformed Data |
jack.ppls |
Jackknife Estimation for Penalized PLS Coefficients |
normalize.vector |
Normalize a Numeric Vector to Unit Length |
Penalty.matrix |
Penalty Matrix for Higher Order Differences |
ppls.splines.cv |
Cross-Validation for Penalized PLS with Spline-Transformed Predictors |
sim.data.ppls |
Simulate Data for Penalized Partial Least Squares (PPLS) |
ttest.ppls |
t-Test for Penalized PLS Regression Coefficients |
vcov.mypls |
Variance-Covariance Matrix for Penalized PLS Coefficients |
X2s |
Nonlinear Transformation via B-Splines |