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Matching (version 1.7)

Multivariate and Propensity Score Matching with Automated 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

6,355

Version

1.7

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 (1.7)

GerberGreenImai

Gerber and Green Dataset used by Imai

summary.balanceUV

Summarizing output from balanceUV

Match

Multivariate and Propensity Score Matching Estimator for Causal Inference

lalonde

Lalonde Dataset

summary.Match

Summarizing output from Match

summary.balanceMV

Summarizing output from balanceMV

balanceMV

Multivariate Tests for Balance

MatchBalance

Tests for Univariate and Multivariate Balance

balanceUV

Univariate Balance Tests

GenMatch

Genetic Matching

summary.ks.boot

Summarizing output from ks.boot

ks.boot

Bootstrap Kolmogorov-Smirnov