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MATCHIT: Nonparametric Preprocessing for
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MATCHIT: Nonparametric Preprocessing for
Contents
Introduction
What MATCHIT Does
Software Requirements
Installing MATCHIT
Loading MATCHIT
Updating MATCHIT
Statistical Overview
Preprocessing via Matching
Checking Balance
Conducting Analyses after Matching
User's Guide to MATCHIT
Preprocessing via Matching
Checking Balance
Conducting Analyses after Matching
Reference Manual
matchit(): Implementation of Matching Methods
summary(): Numerical Summaries of Balance
plot(): Graphical Summaries of Balance
match.data(): Extracting the Matched Data Set
Frequently Asked Questions
How do I Cite this Work?
What if My datasets Are Big and Are Taking Up Too Much Memory?
How Exactly are the Weights Created?
How Do I Create Observation Names?
How Can I See Outcomes of Matched Pairs?
How Do I Ensure Replicability As MATCHIT Versions Develop?
How Do I Use My Own Distance Measure with MATCHIT?
What Do I Do about Missing Data?
Why Preprocessing?
What's New?
Bibliography
RBuild autobuild user 2011-10-24