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Sparse prediction informed by genetic annotations using the logit normal prior for Bayesian regression tree ensembles

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Published in 2022 at "Genetic Epidemiology"

DOI: 10.1002/gepi.22505

Abstract: Using high‐dimensional genetic variants such as single nucleotide polymorphisms (SNP) to predict complex diseases and traits has important applications in basic research and other clinical settings. For example, predicting gene expression is a necessary first… read more here.

Keywords: sparse prediction; informed genetic; regression; prediction informed ... See more keywords