Two stage least squares

Loading...
From the course by University of Pennsylvania
A Crash Course in Causality: Inferring Causal Effects from Observational Data
34 ratings
University of Pennsylvania

A Crash Course in Causality: Inferring Causal Effects from Observational Data

34 ratings
From the lesson
Instrumental Variables Methods
This module focuses on causal effect estimation using instrumental variables in both randomized trials with non-compliance and in observational studies. The ideas are illustrated with an instrumental variables analysis in R.

Meet the Instructors

  • Jason A. Roy, Ph.D.
    Jason A. Roy, Ph.D.
    Associate Professor of Biostatistics
    Department of Biostatistics, Epidemiology, and Informatics
Coursera provides universal access to the world’s best education, partnering with top universities and organizations to offer courses online.
© 2017 Coursera Inc. All rights reserved.
Download on the App StoreGet it on Google Play