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pubmed-article:21156729pubmed:abstractTextDespite their success in identifying genes that affect complex disease or traits, current genome-wide association studies (GWASs) based on a single SNP analysis are too simple to elucidate a comprehensive picture of the genetic architecture of phenotypes. A simultaneous analysis of a large number of SNPs, although statistically challenging, especially with a small number of samples, is crucial for genetic modeling.lld:pubmed
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pubmed-article:21156729pubmed:articleTitleThe Bayesian lasso for genome-wide association studies.lld:pubmed
pubmed-article:21156729pubmed:affiliationDepartment of Statistics, Pennsylvania State University, State College, PA 16802, USA.lld:pubmed
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