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Matching (version 1.8-4)

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 tests to determine if balance has been obtained are also provided.

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Version

Install

install.packages('Matching')

Monthly Downloads

4,390

Version

1.8-4

License

GPL2 or newer as long as authorship of this code is made clear

Maintainer

Jasjeet Sekhon

Last Published

October 14th, 2024

Functions in Matching (1.8-4)

summary.Match

Summarizing output from Match
summary.balanceMV

Summarizing output from balanceMV
GerberGreenImai

Gerber and Green Dataset used by Imai
ks.boot

Bootstrap Kolmogorov-Smirnov
GenMatch

Genetic Matching
lalonde

Lalonde Dataset
summary.balanceUV

Summarizing output from balanceUV
balanceMV

Multivariate Tests for Balance
Match

Multivariate and Propensity Score Matching Estimator for Causal Inference
MatchBalance

Tests for Univariate and Multivariate Balance
balanceUV

Univariate Balance Tests
summary.ks.boot

Summarizing output from ks.boot