Computation of the Balance - Sample Size Frontier in Matching Methods for Causal Inference


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Documentation for package ‘MatchingFrontier’ version 1.0.0

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estimateEffects Estimate Effects on the Frontier
generateDataset Generate a data set that is on the balance - sample size frontier.
lalonde Modified Lalonde dataset
makeFrontier Compute the balance - sample size frontier.
modelDependence Compute the Athey-Imbens measure of sensitivity to model specification.
parallelPlot Create a parallel plot for a specified point on the frontier.
plotEstimates Plot estimates along the frontier.
plotFrontier Plot the balance - sample size frontier.
plotMeans Plot covariate means along the frontier.