Sparse Partial Least Squares (SPLS) Regression and Classification
Print function for a SGPLS object
Print function for a SPLS object
Print function for a SPLSDA object
Calculate bootstrapped confidence intervals of SPLS coefficients
Plot estimated coefficients of the SPLS object
Correct the initial SPLS coefficient estimates based on bootstrapped c...
Compute and plot the cross-validated error for SGPLS classification
Compute and plot cross-validated mean squared prediction error for SPL...
Compute and plot cross-validated error for SPLSDA classification
Plot the coefficient path of SPLS regression
Make predictions or extract coefficients from a fitted SGPLS model
Make predictions or extract coefficients from a fitted SPLS model
Make predictions or extract coefficients from a fitted SPLSDA model
Fit SGPLS classification models
Internal SPLS functions
Fit SPLS regression models
Fit SPLSDA classification models
Provides functions for fitting a sparse partial least squares (SPLS) regression and classification (Chun and Keles (2010) <doi:10.1111/j.1467-9868.2009.00723.x>).