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The Book of Why
The New Science of Cause and Effect
by Judea Pearl and Dana Mackenzie
Chapter 0: Introduction
Chapter 1: The Ladder Of Causation
Chapter 2: From Buccaneers To Guinea Pigs The Genesis Of Causal Inference
Chapter 3: From Evidence To Causes Reverend Bayes Meets Mr Holmes
Chapter 4: Confounding And Deconfounding Or Slaying The Lurking Variable
Chapter 5: The Smoke Filled Debate Clearing The Air
Chapter 6: Paradoxes Galore
Chapter 7: Beyond Adjustment The Conquest Of Mount Intervention
Chapter 8: Counterfactuals Mining Worlds That Could Have Been
Chapter 9: Mediation The Search For A Mechanism
Chapter 10: Big Data Artificial Intelligence And The Big Questions
The Book Of Why Markdroped