Article
The Current and Future Use of Ridge Regression for Prediction in Quantitative Genetics.
BioMed research international - 1 Jan 2015
de Vlaming Ronald, Groenen Patrick J F
Abstract excerpt
In recent years, there has been a considerable amount of research on the use of regularization methods for inference and prediction in quantitative genetics. Such research mostly focuses on selection of markers and shrinkage of their effects. In this review paper, the use of ridge regression for prediction in quantitative genetics using single-nucleotide polymorphism data is discussed. In particular, we consider...
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