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Azadkia, M · 2025 · arXiv 2508.09040

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Conditional Independence Testing Using Exchangeable Pairs

math.ST · 2025-09-13 · conditional · novelty 6.0

A model-X conditional independence test using a Gaussian-kernel energy distance between observed data and conditionally independent variants, calibrated by random coordinate swaps.

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  • Conditional Independence Testing Using Exchangeable Pairs math.ST · 2025-09-13 · conditional · none · ref 2

    A model-X conditional independence test using a Gaussian-kernel energy distance between observed data and conditionally independent variants, calibrated by random coordinate swaps.