Causal Effect Estimation and Diagnostics with Support Vector Machines


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Documentation for package ‘SVMMatch’ version 1.1

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SVMMatch-package Title: Causal effect estimation and diagnostics with support vector machines.
autocorr Autocorrelation in estimated coefficients.
balance Assessing balance when using SVMMatch.
bayesmatch_cpp Rcpp implementation for Bayesian SVM.
control.overlap Assessing the number of control observations used in estimating the treatment effect.
effect Posterior density of the treatment effect estimate from an SVMMatch object.
LaLonde LaLonde Data for Covariate Balancing Propensity Score
sensitivity Sensitivity analysis for SVMMatch.
SVMMatch Title: Causal effect estimation and diagnostics with support vector machines.
svmmatch SVMMatch for Causal Effect Estimation
treatment.overlap Exploring hard-to-match treated observations.