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

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 step to identify (putative) causal genes...

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Detalles Bibliográficos
Autores principales: Spanbauer, Charles, Pan, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892284/
https://www.ncbi.nlm.nih.gov/pubmed/36349692
http://dx.doi.org/10.1002/gepi.22505