Viewgraphs for Instruction

On this page I plan to post viewgraphs and homeworks that I currently use in teaching CAUSALITY. So far, we have covered the following chapters:

Chapter 1: Introduction to Probabilities, Graphs, and Causal Models
Chapter 2: A Theory of Inferred Causation
Chapter 3: Causal Diagrams and the Identification of Causal Effects
Chapter 4: Actions, Plans, and Direct Effects
Chapter 5: Causality and Structural Models in Sociel Science and Economics
Chapter 6: Simpson's Paradox, Confounding, and Collapsibility
- Part 1 (powerpoint)
  Addendum to Part 1
- Part 2 (pdf)
Chapter 7: The Logic of Structure-Based Counterfactuals
Chapter 8: Imperfect Experiments: Bounding Effects and Counterfactuals
Chapter 9: Probability of Causation: Interpretation and Identification
Chapter 10: The Actual Cause (start with slide 48)

Homeworks

Week #1
Week #2
Week #3
Week #4 (pdf) (ps)
Week #5
Week #6
Week #7
Week #8
Week #9