A Bayesian genomic selection approach incorporating prior feature ordering and population structures with application to coronary artery disease

• Published in: Statistical methods in medical research p. 9622802231181231
• Main Authors: Dai, Xiaotian, Lu, Xuewen, Chekouo, Thierry
• Format: Journal Article
• Language: English
• Published: England 01.08.2023
• Subjects: CATHGEN; Bayesian variable selection; Coronary artery disease; Markov random fields prior

Coronary artery disease is one of the most common types of cardiovascular disease. Death from coronary heart disease is influenced by genetic factors in both women and men. In this article, we propose a novel Bayesian variable selection framework for the identification of important genetic variants...