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cs.AI2021★ 3 cited
Reasoning About Causal Models With Infinitely Many Variables
Joseph Y. Halpern, Spencer Peters
Generalized structural equations models (GSEMs) [Peters and Halpern 2021], are, as the name suggests, a generalization of structural equations models (SEMs). They can deal with (am…
cs.AI2021
Causal Modeling With Infinitely Many Variables
Spencer Peters, Joseph Y. Halpern
Structural-equations models (SEMs) are perhaps the most commonly used framework for modeling causality. However, as we show, naively extending this framework to infinitely many var…