HarrisQ/linearsdr: Linear Sufficient Reduction Methods

Contains Sufficient Dimension Reduction methods for Linear dimension reduction. Forward methods available are OPG, OPCG, MAVE and MADE. Inverse methods available include modified versions of SIR, DR and SAVE from Dr. Bing Li's book on SDR (2019). The modifications for Inverse methods allow regularization in a similar spirit to Zhang et. al. (2005).

Getting started

Package details

MaintainerHarris Quach <harris.quach@gmail.com>
LicenseMIT + file LICENSE
Version0.1
URL https://harrisq.github.io/linearsdr/ https://github.com/HarrisQ/linearsdr/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("HarrisQ/linearsdr")
HarrisQ/linearsdr documentation built on Nov. 29, 2022, 12:22 a.m.