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Home/Authors/Usef Faghihi

Usef Faghihi

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2026
Topological Ignorability for Structural Causal Effects Beyond Means

This paper introduces topological-geometrical metrics to estimate structural causal effects that are missed by traditional mean-based methods, proposing a new concept called topological ignorability.

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stat.MEcs.AIRecentMay 31, 2026

Topological Ignorability for Structural Causal Effects Beyond Means

Usef Faghihi

This paper introduces topological-geometrical metrics to estimate structural causal effects that are missed by traditional mean-based methods, proposing a new concept called topological ignorability.

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