sahirbhatnagar/sail: Sparse Additive Interaction Learning

Sparse Additive Interaction Learning with the strong heredity property, i.e., an interaction is selected only if its corresponding main effects are also included. Fits a linear model with non-linear interactions via penalized maximum likelihood. Interactions are limited to a single exposure or environment variable.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.0.0.9000
URL https://github.com/sahirbhatnagar/sail
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("sahirbhatnagar/sail")
sahirbhatnagar/sail documentation built on May 26, 2018, 3:17 p.m.