asadharis/HierBasis: Nonparametric Regression and Sparse Additive Modeling

Nonparametric regression and high dimensional additive model via a convex hierarchical penalty. This package implements the methods presented in Asad Haris, Ali Shojaie and Noah Simon (2016) <arXiv:1611.09972>.

Getting started

Package details

AuthorAsad Haris, Ali Shojaie and Noah Simon
MaintainerAsad Haris <aharis@uw.edu>
LicenseGPL-2
Version1.0.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("asadharis/HierBasis")
asadharis/HierBasis documentation built on Aug. 3, 2021, 4:16 p.m.