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
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("optweight")

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optweight documentation built on Oct. 17, 2018, 9:04 a.m.