jacsor/ARMtree2: Multi-resolution multi-sample comparison using ARM-tree

This package fits the Accept-reject Markov tree (ARM-tree) for comparison between distributions. The model is based on a nonparametric process taking the form of a Markov model that transitions between a "reject" and a "accept" state on a multi-resolution partition tree of the sample space. The ARM-tree effectively detect and characterize a variety of underlying differences. These differences can be visualized using several plotting functions.

Getting started

Package details

AuthorJacopo Soriano and Li Ma
MaintainerJacopo Soriano <[email protected]>
LicenseGPL (>= 3)
Version1.0
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("jacsor/ARMtree2")
jacsor/ARMtree2 documentation built on May 17, 2017, 6:49 a.m.