Function reference • linearsdr

Forward SDR Methods

Methods that are considered Forward SDR methods, along with their related functions

opcg(): Outer Product of Canonical Gradients

made(): Minimum Average Deviance Estimation

opcg_made(): OPCG-MADE - Local gradient estimation

kfold_km_tuning(): K-fold Tuning with K-means

Inverse SDR Methods

Methods that are considered Inverse SDR methods, along with their related functions

sir(): Sliced Inverse Regression

save_sdr(): Sliced Average Variance Estimation

dr(): Directional Regression

Example Data

Some datasets used in this package as examples

airfoil_datta: Scores of Group A and Group B

crime_datta: Scores of Group A and Group B

energy_datta: Scores of Group A and Group B

pendigits_datta: Scores of Group A and Group B