Article
Extended Bayesian LASSO for multiple quantitative trait loci mapping and unobserved phenotype prediction.
Genetics - 1 Nov 2010
Mutshinda Crispin M, Sillanpää Mikko J
Abstract excerpt
The Bayesian LASSO (BL) has been pointed out to be an effective approach to sparse model representation and successfully applied to quantitative trait loci (QTL) mapping and genomic breeding value (GBV) estimation using genome-wide dense sets of markers. However, the BL relies on a single parameter known as the regularization parameter to simultaneously control the overall model sparsity and the shrinkage of...
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