Generalized Propensity Score Estimation and Matching for Multiple Groups


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Documentation for package ‘vecmatch’ version 1.3.0

Help Pages

balqual Evaluate Matching Quality
cancer Patients with Colorectal Cancer and Adenoma
csregion Filter the Data Based on Common Support Region
estimate_gps Calculate Treatment Allocation Probabilities
get_select_params Extract Parameter Grid for Selected Configurations
make_opt_args Define the Optimization Parameter Space for Matching
match_gps Match the Data Based on Generalized Propensity Scores
mosaic Plot the Distribution of Categorical Covariates
optimize_gps Optimize the Matching Process via Random Search
raincloud Examine the Imbalance of Continuous Covariates
run_selected_matching Rerun GPS Estimation and Matching for a Selected Configuration
select_opt Select Optimal Parameter Combinations from Optimization Results