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approxmatch (version 2.0)

Approximately Optimal Fine Balance Matching with Multiple Groups

Description

Tools for constructing a matched design with multiple comparison groups. Further specifications of refined covariate balance restriction and exact match on covariate can be imposed. Matches are approximately optimal in the sense that the cost of the solution is at most twice the optimal cost, Crama and Spieksma (1992) , Karmakar, Small and Rosenbaum (2019) .

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Version

Install

install.packages('approxmatch')

Monthly Downloads

308

Version

2.0

License

MIT + file LICENSE

Maintainer

Bikram Karmakar

Last Published

March 30th, 2020

Functions in approxmatch (2.0)

kwaymatching

Create approximately optimal matched strata of multiple, at least two, groups.
approxmatch-package

approxmatch.
covbalance

Check covariate balance of a design.
multigrp_dist_struc

Construct the distance structure for the multiple groups.
Dodgeram

Dodge ram pk 2500 data on side airbag (SAB) usage from 1995 to 2015
nrbalancematch

The is the background function to perform matching using network optimization.