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Matching (version 4.6-2)

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

6,355

Version

4.6-2

License

GPL-3

Maintainer

Jasjeet Sekhon

Last Published

October 14th, 2024

Functions in Matching (4.6-2)

summary.balanceMV

Summarizing output from balanceMV

balanceUV

Univariate Balance Tests

MatchBalance

Tests for Univariate and Multivariate Balance

Match

Multivariate and Propensity Score Matching Estimator for Causal Inference

ks.boot

Bootstrap Kolmogorov-Smirnov

Matchby

Grouped Multivariate and Propensity Score Matching

lalonde

Lalonde Dataset

balanceMV

Multivariate Tests for Balance

GenMatch

Genetic Matching

summary.Matchby

Summarizing output from Matchby

qqstats

QQ Summary Statistics

GerberGreenImai

Gerber and Green Dataset used by Imai

summary.balanceUV

Summarizing output from balanceUV

summary.Match

Summarizing output from Match

summary.ks.boot

Summarizing output from ks.boot