Matched Samples that are Balanced and Representative by Design


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Documentation for package ‘designmatch’ version 0.5.4

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designmatch-package Optimal Matched Design of Randomized Experiments and Observational Studies
absstddif Absolute standardized differences in means.
bmatch Optimal bipartite matching in observational studies
cardmatch Optimal cardinality matching in observational studies
designmatch Optimal Matched Design of Randomized Experiments and Observational Studies
distmat Build a rank-based Mahalanobis distance matrix
distmatch Optimal distance matching in observational studies
ecdfplot Empirical cumulative distribution function plot for assessing covariate balance
finetab Tabulate the marginal distribution of a nominal covariate after matching
germancities Data from German cities before and after the Second World War
lalonde Lalonde data set
loveplot Love plot for assessing covariate balance
meantab Tabulate means of covariates after matching
nmatch Optimal nonbipartite matching in randomized experiments and observational studies
pairsplot Pairs plot for visualizing matched pairs
profmatch Optimal profile matching