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Causal Inference 2
Expert
Online
3 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2421 | yes | Coursera |
The Syllabus
Videos
- Introduction to Casual Inference 2
- Lesson 1: Mediation and Conditioning on Intermediate Outcomes
- Lesson 2: Reframing the Problem of Mediation
- Lesson 3: Identification of Controlled, Average Direct and Indirect Effects
Readings
- Welcome to Module 7
- Intro Survey
Practice Exercise
- Module 7
Videos
- Lesson 1: Estimation of Mediated Effects
- Lesson 2: Sensitivity Analyses for Mediation
- Lesson 3: Instrumental Variables with a Continuous Treatment
Readings
- Welcome to Module 8
Practice Exercise
- Module 8: Assessment
Videos
- Lesson 1: Instrumental Variables and the Complier Average Causal Effect
- Lesson 2: Principal Stratification
- Lesson 3: Regression Discontinuity
Readings
- Welcome to Module 9
Videos
- Lesson 1: The g-formula
- Lesson 2: Marginal Structural Models
- Lesson 3: Structural Nested Mean Models and g-estimation
Reading
- Welcome to Module 10
Practice Exercise
- Module 10: Assessment
Videos
- Lesson 1: Introduction to Interference
- Lesson 2: Interference Continued
- Lesson 3: Fixed Effects Regressions in Econometrics
Readings
- Welcome to Module 11
- Exit Survey
Practice Exercise
- Module 11: Assessment