andrewchay/aft-hd: Fit sparse weighted linear regression model using coordinate descent algorithm

aftHD computes the weighted penalized least square estimates. It first computes the LASSO solution and uses it as a warm start value for the MCP/SCAD solution. The package also provides local convexity of the solution.

Getting started

Package details

AuthorHao Chai
MaintainerHao Chai <hao.chai@yale.edu>
LicenseGPL (>=2)
Version1.0-0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("andrewchay/aft-hd")
andrewchay/aft-hd documentation built on May 14, 2019, 8:21 a.m.