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hpi-sam/x-power

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This repo accompanies the paper “Causal Explanatory Power: Formalization and Empirical Study” and implements our quantitative notion of explanatory power for causal hypotheses. It includes tools to construct Rashomon sets, compare competing explanations via EP, and explore the trade-off between minimal assumptions and maximal explanatory adequacy in empirical case studies.

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Implementations our quantitative notion of explanatory power for causal hypotheses. It includes tools to construct Rashomon sets, compare competing explanations via EP, and explore the trade-off between minimal assumptions and maximal explanatory adequacy in empirical case studies.

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