ngreifer/optweight: Targeted Stable Balancing Weights Using Optimization

Use optimization to estimate weights that balance covariates for binary, multinomial, continuous, and longitudinal 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 <[email protected]>
LicenseGPL
Version0.2.0.9000
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("ngreifer/optweight")
ngreifer/optweight documentation built on Nov. 7, 2018, 4:41 p.m.