Article
Dissimilarity based Partial Least Squares (DPLS) for genomic prediction from SNPs.
BMC genomics - 4 May 2016
Singh Priyanka, Engel Jasper, Jansen Jeroen, de Haan Jorn, Buydens Lutgarde Maria Celina
Abstract excerpt
BACKGROUND: Genomic prediction (GP) allows breeders to select plants and animals based on their breeding potential for desirable traits, without lengthy and expensive field trials or progeny testing. We have proposed to use Dissimilarity-based Partial Least Squares (DPLS) for GP. As a case study, we use the DPLS approach to predict Bacterial wilt (BW) in tomatoes using SNPs as predictors. The DPLS approach was...
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