A comparison of partial least squares (PLS) and sparse PLS regressions in genomic selection in French dairy cattle
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چکیده
منابع مشابه
A comparison of partial least squares (PLS) and sparse PLS regressions in genomic selection in French dairy cattle.
Genomic selection involves computing a prediction equation from the estimated effects of a large number of DNA markers based on a limited number of genotyped animals with phenotypes. The number of observations is much smaller than the number of independent variables, and the challenge is to find methods that perform well in this context. Partial least squares regression (PLS) and sparse PLS wer...
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ژورنال
عنوان ژورنال: Journal of Dairy Science
سال: 2012
ISSN: 0022-0302
DOI: 10.3168/jds.2011-4647