We’ve all heard the term “correlation does not imply causation” – but how exactly does causality relate to probabilistic dependence, if at all? Two recent books provide key insights: The Book of Why: The New Science of Cause and Effect by Judea Pearl and Dana Mackenzie (NY: Basic Books, 2018), and Causal Analytics for Applied Risk Analysis by L. Anthony Cox, et al. (Springer, Vol. 270, 2018).
Warner North, the distinguished decision analyst, reviewed these books in the March 2019 edition of Risk Analysis. Max Henrion interviewed Warner on this fascinating and controversial topic at the March 8-9 DAAG 2019 Meeting Data + Decisions, in Denver, Colorado. Warner also explains the origin of the influence diagram.
Watch the interview on Youtube