glmgen/genlasso: Path Algorithm for Generalized Lasso Problems

Computes the solution path for generalized lasso problems. Important use cases are the fused lasso over an arbitrary graph, and trend fitting of any given polynomial order. Specialized implementations for the latter two subproblems are given to improve stability and speed. See Taylor Arnold and Ryan Tibshirani (2016) <doi:10.1080/10618600.2015.1008638>.

Getting started

Package details

AuthorTaylor B. Arnold [aut, cre], Ryan J. Tibshirani [aut]
MaintainerTaylor B. Arnold <tarnold2@richmond.edu>
LicenseGPL (>= 2.0)
Version1.6.1
URL https://github.com/ryantibs/genlasso
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("glmgen/genlasso")
glmgen/genlasso documentation built on Jan. 2, 2023, 7:01 a.m.