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Detecting Interactions in High-Dimensional Data Using Cross Leverage Scores

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We develop a variable selection method for interactions in regression models on large data in the context of genetics. The method is intended for investigating the influence of single-nucleotide polymorphisms (SNPs) and their interactions on health outcomes, w... ...