Module 9: Instrumental Variables, Principal Stratification, and Regression Discontinuity
Module 10: Longitudinal Causal Inference
Module 11: Interference and Fixed Effects
This course offers a rigorous mathematical survey of advanced topics in causal inference at the Master’s level.
Inferences about causation are of great importance in science, medicine, policy, and business. This course provides an introduction to the statistical literature on causal inference that has emerged in the last 35-40 years and that has revolutionized the way in which statisticians and applied researchers in many disciplines use data to make inferences about causal relationships.
We will study advanced topics in causal inference, including mediation, principal stratification, longitudinal causal inference, regression discontinuity, interference, and fixed effects models.
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74 Ratings
Free
per course
Incentives
Shareable Certificate
100% online
Flexible deadlines
Advanced Level
Approx. 6 hours to complete
English
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FAQs About "Causal Inference 2"
Is the online course "Causal Inference 2" free?
Yes, "Causal Inference 2" is a free online course offered on the online classes platform Coursera
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