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Matching (version 4.7-12)

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

7,789

Version

4.7-12

License

GPL-3

Maintainer

Jasjeet Sekhon

Last Published

April 23rd, 2011

Functions in Matching (4.7-12)

GenMatch

Genetic Matching

GerberGreenImai

Gerber and Green Dataset used by Imai

summary.ks.boot

Summarizing output from ks.boot

Match

Multivariate and Propensity Score Matching Estimator for Causal Inference

lalonde

Lalonde Dataset

MatchBalance

Tests for Univariate and Multivariate Balance

Matchby

Grouped Multivariate and Propensity Score Matching

summary.Matchby

Summarizing output from Matchby

summary.Match

Summarizing output from Match

ks.boot

Bootstrap Kolmogorov-Smirnov

qqstats

QQ Summary Statistics

balanceUV

Univariate Balance Tests

summary.balanceUV

Summarizing output from balanceUV