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Zi-Jian Sui

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Preprint Sep 2026

Retrospective Causal Attribution under Case-Control Sampling

The probability of necessity PN quantifies the probability that an exposed individual who experienced an outcome would not have experienced it in the absence of exposure. Case-control studies are an important resource for investigating etiologic questions, but their sampling design can introduce selection bias and comp...

Zi-Jian Sui, Hong Zhang, Jin-Feng Xu et al. · 0 citations

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