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Matching

Multivariate and Propensity Score Matching with Balance Optimization

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. For details, see the paper by Jasjeet Sekhon (2007, <doi:10.18637/jss.v042.i07>).

Functions (13)

GenMatch

Genetic Matching

GerberGreenImai

Gerber and Green Dataset used by Imai

Match

Multivariate and Propensity Score Matching Estimator for Causal Inference

MatchBalance

Tests for Univariate and Multivariate Balance

Matchby

Grouped Multivariate and Propensity Score Matching

balanceUV

Univariate Balance Tests

ks.boot

Bootstrap Kolmogorov-Smirnov

lalonde

Lalonde Dataset

qqstats

QQ Summary Statistics

summary.Match

Summarizing output from Match

summary.Matchby

Summarizing output from Matchby

summary.balanceUV

Summarizing output from balanceUV

summary.ks.boot

Summarizing output from ks.boot

Matching

Multivariate and Propensity Score Matching with Balance Optimization

v4.10-2
GPL-3
Authors
Jasjeet Singh Sekhon [aut, cre], Theo Saarinen [aut]
Initial release
2022-04-13

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