Book of Why

Title : Book of Why Author(s): Judea Pearl, Dana Mackenzie

Introduction and survey of recent advances in causality, starting from a historical perspective regarding its view in classical statistics, up to its current relevance to machine learning in the current age of big data. Also shows how many paradoxes can be explained by looking at them from a causal lens.

• Is sensitivity analysis used in machine learning?
• What is the relation between the Monty Hall problem and Quantum Mechanics.