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Distribution-free root cause analysis

stat.ME · 2026-05-20 · unverdicted · novelty 7.0

CROC constructs finite-sample valid confidence sets for the root-cause index in multi-stream change detection using conformal p-values under independence and exchangeability assumptions.

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  • Distribution-free root cause analysis stat.ME · 2026-05-20 · unverdicted · none · ref 23

    CROC constructs finite-sample valid confidence sets for the root-cause index in multi-stream change detection using conformal p-values under independence and exchangeability assumptions.