Generalized Propensity Score Estimation and Matching for Multiple Groups


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Documentation for package ‘vecmatch’ version 1.2.0

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balqual Evaluate Matching Quality
cancer Patients with Colorectal Cancer and Adenoma metadata
csregion Filter the data based on common support region
estimate_gps Calculate treatment allocation probabilities
make_opt_args Define the Optimization Parameter Space for Matching
match_gps Match the data based on generalized propensity score
mosaic Plot the distribution of categorical covariates
optimize_gps Optimize the Matching Process via Random Search
raincloud Examine the imbalance of continuous covariates
select_opt Select Optimal Parameter Combinations from Optimization Results
vecmatch vecmatch