This course offers a rigorous mathematical survey of advanced topics in causal inference at the Master’s level.
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Causal Inference 2
Columbia UniversityAbout this Course
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Shareable Certificate
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Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Advanced Level
Approx. 5 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessFlexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Advanced Level
Approx. 5 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessOffered by
Syllabus - What you will learn from this course
1 hour to complete
Module 7: Introduction to Mediation
1 hour to complete
4 videos (Total 37 min), 2 readings, 1 quiz
1 hour to complete
Module 8: More on Mediation
1 hour to complete
3 videos (Total 25 min), 1 reading, 1 quiz
1 hour to complete
Module 9: Instrumental Variables, Principal Stratification, and Regression Discontinuity
1 hour to complete
3 videos (Total 34 min), 1 reading
1 hour to complete
Module 10: Longitudinal Causal Inference
1 hour to complete
3 videos (Total 29 min), 1 reading, 1 quiz
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