Optimization-Based Stable Balancing Weights
optweight: Optimization-Based Stable Balancing Weights
Stable Balancing Weights
Stable Balancing Weights for Generalization
Stable Balancing Weights for Multivariate Treatments
Plot Dual Variables for Covariate Constraints
Construct and Check Targets Input
Construct and Check Tolerance Input
Summarize, Print, and Plot Information about Estimated Weights
Use optimization to estimate weights that balance covariates for binary, multi-category, continuous, and multivariate 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, as in matching-adjusted indirect comparison (MAIC).
Useful links