Directional Penalties for Optimal Matching in Observational Studies


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Documentation for package ‘DiPs’ version 0.6.4

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addcaliper Add a caliper, that need not be symmetric, to a distance object.
addDirectPenalty Add a directional penalty to a distance object
addMagnitudePenalty Add a directional magnitude penalty to a distance matrix
check Check standardized mean differences (SMDs) of the matched data set.
edgenum Computes the number of edges in the reduced bipartite graph.
maha_dense Creates a robust Mahalanobis distance for matching based on a dense network.
maha_sparse Creates a robust Mahalanobis distance for matching based on a sparse network.
match Minimum-distance near-fine matching.
net Optimal near-fine match from a distance matrix.
nh0506Homocysteine Homocysteine and Smoking