andyyao95/walkr: Random Walks in the Intersection of Hyperplanes and the N-Simplex

Consider the intersection of two spaces: the complete solution space to Ax = b and the N-simplex. The intersection of these two spaces is a non-negative convex polytope. The package walkr samples from this intersection using two Monte-Carlo Markov Chain (MCMC) methods: hit-and-run and Dikin walk. walkr also provide tools to examine sample quality.

Getting started

Package details

MaintainerAndy Yao <andy.yao17@gmail.com>
LicenseGPL-3
Version0.3.4
URL https://github.com/andyyao95/walkr
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("andyyao95/walkr")
andyyao95/walkr documentation built on June 4, 2019, 7:18 a.m.