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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 2436yesCoursera

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

Articles

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