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Matching (version 0.49)

Multivariate and Propensity Score Matching with Formal Tests of Balance

Description

Provides functions for multivariate matching and a variety of univariate and multivariate tests to determine if balance has been obtained.

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Version

Install

install.packages('Matching')

Monthly Downloads

7,789

Version

0.49

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 (0.49)

summary.balanceMV

Summarizing output from balanceMV
summary.Match

Summarizing output from Match
balanceUV

Univariate Balance Tests
Match

Multivariate and Propensity Score Matching Estimator for Causal Inference
MatchBalance

Tests for Univariate and Multivariate Balance
GerberGreenImai

Gerber and Green Dataset used by Imai
lalonde

Lalonde Dataset
summary.balanceUV

Summarizing output from balanceUV
summary.ks.boot

Summarizing output from ks.boot
balanceMV

Multivariate Tests for Balance
ks.boot

Bootstrap Kolmogorov-Smirnov