ATE vs CATE vs ATT vs ATC for Causal Inference. Average Treatment Effect (ATE), Conditional Average Treatment Effect (CATE), Average Treatment Effect on the Treated (ATT), and Average Treatment Effect on the Control (ATC) for Causal Analysis

ATE vs CATE vs ATT vs ATC for Causal Inference

Average Treatment Effect (ATE), Conditional Average Treatment Effect (CATE), Average Treatment Effect on the Treated (ATT), and Average Treatment Effect on the Control (ATC) are commonly used concepts for causal impact analysis. It’s essential to understand these concepts to correctly interpret the causal inference results. In this tutorial, we will talk about the definitions and …

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