jarrod-dalton/jsd: Multidimensional Balance Assessment the Jensen-Shannon Diverenge

Implements the Jensen-Shannon Divergence (JSD) for balance assessment on binary, categorical or continuous variables. Continuous variables are transformed to factors - via the function chop() - prior to computation. Bayesian estimation of the JSD is performed in closed-form by sampling from the Dirichlet-Multinomial posterior of the individual groups' distributions.

Getting started

Package details

AuthorJarrod E. Dalton, PhD
MaintainerJarrod E. Dalton, PhD <[email protected]>
LicenseGPL 3.0
Version0.1
URL https://github.com/jarrod-dalton/jsd
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("jarrod-dalton/jsd")
jarrod-dalton/jsd documentation built on May 17, 2017, 10:48 a.m.