critical-thinking/course_outline/course6-Causation/README.md

Additional Resources

• Rani Lill Anjum
• lauren n. ross Scholar Page
• Judea Pearl Website
• Statistical Modeling, Causal Inference, and Social Science
• Mathematical Treatments of Causality

1. Counterfactual Theories of Causation
2. Proximate Cause
3. Causation in Law
4. Bradford_Hill_criteria
5. NESS Test
6. MAGIC Criteria
7. Mills Methods
8. INUS Conditions
9. Post Hoc Ergo Property Hoc
10. PICO_process
11. Scientific_control
12. Baconian_method
13. Root Cause Analysis
14. Regularity and Inferential Theories of Causation
15. Causation and Manipulability
16. Probabilistic Causation
17. Aristotle on Causality
18. Causal Models
19. Causal Decision Theory
20. Causal Process

Videos

1. BI 027 Ioana Marinescu & Konrad Kording: Causality in Quasi-Experiments
2. BI 145 James Woodward: Causation With a Human Face
3. Lauren Ross “Tracers in Neuroscience: Causation, Constraints, and Connectivity” (#DDLS).
4. CCN 2019: Tutorial T-B Causal inference
5. #856 Frank Keil: The Development of Causal Thinking, Explanation, and the Institution of Science
6. #1001 Edward Hall: The Philosophy of Causation, and the Structure of Reality