×

optweight

swMATH ID: 35699
Software Authors: Noah Greifer
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/optweight/index.html
Source Code:  https://github.com/cran/optweight
Dependencies: R
Related Software: sbw; PSW; causalweight; CBPS; ATE; WeightIt; twang; PSweight; R; BART; tmle; SuperLearner; drtmle; EValue; episensr; optmatch; Matching; MatchIt; CIMTx; MICE
Cited in: 0 Documents