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banach spaces 1causal discovery 1causal inference 1doubly robust estimation 1identification 1topological data analysis 1

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stat.ME2026

A Mathematical Framework for Topological Causal Data Analysis

Hugo Gobato Souto, Ioannis Diamantis

The paper proposes a mathematical framework called Topological Causal Data Analysis (TCDA) that integrates topological representations with causal inference, providing identificati…