Data science is science's second chance to get causal inference right: A classification of data science tasks

Miguel A. Hernán, John Hsu, Brian Healy

Causal inference from observational data is the goal of many data analyses in the health and social sciences. However, academic statistics has often frowned upon data analyses with…