Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters

Carlos Fernández-Loría, Foster Provost

Causal decision making (CDM) based on machine learning has become a routine part of business. Businesses algorithmically target offers, incentives, and recommendations to affect co…