ngreifer/optweight: Targeted Stable Balancing Weights Using Optimization

Use optimization to estimate weights that balance covariates for binary, multinomial, and continuous treatments in the spirit of Zubizarreta (2015) <doi:10.1080/01621459.2015.1023805>. The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates.

Getting started

Package details

Maintainer
LicenseGPL
Version0.2.5.9001
URL https://ngreifer.github.io/optweight/
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/optweight")
ngreifer/optweight documentation built on Nov. 2, 2022, 10:05 a.m.