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Matching (version 4.9-2)

Multivariate and Propensity Score Matching with Balance Optimization

Description

Provides functions for multivariate and propensity score matching and for finding optimal balance based on a genetic search algorithm. A variety of univariate and multivariate metrics to determine if balance has been obtained are also provided.

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Version

Install

install.packages('Matching')

Monthly Downloads

6,827

Version

4.9-2

License

GPL-3

Maintainer

Jasjeet Sekhon

Last Published

December 25th, 2015

Functions in Matching (4.9-2)

GenMatch

Genetic Matching

GerberGreenImai

Gerber and Green Dataset used by Imai

MatchBalance

Tests for Univariate and Multivariate Balance

ks.boot

Bootstrap Kolmogorov-Smirnov

Match

Multivariate and Propensity Score Matching Estimator for Causal Inference

summary.ks.boot

Summarizing output from ks.boot

lalonde

Lalonde Dataset

Matchby

Grouped Multivariate and Propensity Score Matching

qqstats

QQ Summary Statistics

balanceUV

Univariate Balance Tests

summary.Matchby

Summarizing output from Matchby

summary.balanceUV

Summarizing output from balanceUV

summary.Match

Summarizing output from Match