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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