Article
Causal inference in genetic trio studies.
Proceedings of the National Academy of Sciences of the United States of America - 29 Sept 2020
Bates Stephen, Sesia Matteo, Sabatti Chiara, Candès Emmanuel
Abstract excerpt
We introduce a method to draw causal inferences-inferences immune to all possible confounding-from genetic data that include parents and offspring. Causal conclusions are possible with these data because the natural randomness in meiosis can be viewed as a high-dimensional randomized experiment. We make this observation actionable by developing a conditional independence test that identifies regions of the genome...
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