ngreifer/energybalance: Distribution Matching Using Energy Balancing

Tools to perform energy balancing, a method of estimating weights analogous to inverse probability weights for use in matching a distribution to a target distribution. The weights can be usef in a broad class of methods, including reducing confounding in observational studies, generalizing findings from a sample to a population, adjusting for censoring, and more. See Huling and Mak (2020) <http://arxiv.org/abs/2004.13962> for details on the method.

Getting started

Package details

Maintainer
LicenseGPL
Version0.0.0.9000
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("ngreifer/energybalance")
ngreifer/energybalance documentation built on July 27, 2022, 5:50 a.m.