Article
Improving LASSO performance for Grey Leaf Spot disease resistance prediction based on genotypic data by considering all possible two-way SNP interactions.
Integrative biology : quantitative biosciences from nano to macro - 1 May 2012
Patel Rinkal, Caraviello Daniel, Qian Wei
Abstract excerpt
Disease resistance prediction using genotypic data has been widely pursued in animal as well as plant research, mostly in cases where genotypic data can be readily available for a large number of subjects. With the evolution of SNP marker genotyping technology and the consequent cost reduction for genotyping thousands of SNP markers, significant research effort is being undertaken in the statistics and machine...
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