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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.

Functions (8)

check.targets

Construct and Check Targets Input

check.tols

Construct and Check Tolerance Input

optweight

Estimate Balancing Weights Using Optimization

optweight.fit

Fitting Function for Optweight

optweight.svy

Estimate Targeting Weights Using Optimization

optweight.svy.fit

Fitting Function for Optweight for Survey Weights

plot.optweight

Plot Dual Variables for Assessing Balance Constraints

summary.optweight

Summarize, print, and plot information about estimated weights

optweight

Targeted Stable Balancing Weights Using Optimization

v0.2.5
GPL
Authors
Noah Greifer [aut, cre]
Initial release

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