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Technical Report: Causal ANOVA Applied to COMPAS

Xiong, Yiming et al.
arXiv (All) · Papers
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This report applies Causal ANOVA to the COMPAS recidivism prediction dataset to study how demographic variables contribute to variation in two-year recidivism outcomes. Using a directed acyclic graph (DAG) to encode causal assumptions, we estimate counterfactual explainability scores for Race, Sex,
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