The Book of Why: The New Science of Cause and Effect (Penguin Science)

by Judea Pearl

The first one uses causal reasoning to explain why we observe a spurious dependence between Your Door and Location of Car; the second uses Bayesian reasoning to explain why the probability of Door 2 goes up in Let’s Make a Deal.