Causal Inference

A set of techniques to uncover cause-and-effect relationships, not just correlation. For example, it helps determine if a change in price caused a drop in sales, versus both being influenced by a third factor like seasonality.

• Enables counterfactual analysis and simulations
• Applied in policy evaluation, marketing attribution, and economics
• Basis for robust decision models in dynamic systems