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

AuthorNoah Greifer [aut, cre]
MaintainerNoah Greifer <noah.greifer@gmail.com>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the optweight package in your browser

Any scripts or data that you put into this service are public.

optweight documentation built on Sept. 16, 2019, 5:02 p.m.