Optimal matching

Loading...
View Syllabus

Skills You'll Learn

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Reviews

4.7 (154 ratings)
  • 5 stars
    120 ratings
  • 4 stars
    29 ratings
  • 3 stars
    3 ratings
  • 2 stars
    2 ratings
CE

Jul 16, 2017

Works best on double speed (from settings menu of each video). Content is delivered in clear and relatable manner using interesting real world examples.

WF

Nov 25, 2018

This course is quite useful for me to get quick understanding of the causality and causal inference in epidemiologic studies. Thanks to Prof. Roy.

From the lesson
Matching and Propensity Scores
An overview of matching methods for estimating causal effects is presented, including matching directly on confounders and matching on the propensity score. The ideas are illustrated with data analysis examples in R.

Taught By

  • Jason A. Roy, Ph.D.

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

Explore our Catalog

Join for free and get personalized recommendations, updates and offers.