Should Causal Inference Be Assumption-First or Data-First?

Human assumptions introduce bias, but data-first approaches are vulnerable to spuriousness

Two very different schools of thought might have to join forces. Image generated with Leonardo AI

Like many techniques in statistics and in modeling, one of the trickiest questions is: Where should we…