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Effektivität der Zuchtwertschätzung mit transformierten Daten, überprüft mit Mutter-Töchter-Paaren eines Wachtelexperimentes
Author(s) -
N. Mielenz,
Erika Dittmar,
L. Schüler
Publication year - 2000
Publication title -
archives animal breeding/archiv für tierzucht
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.417
H-Index - 30
eISSN - 2363-9822
pISSN - 0003-9438
DOI - 10.5194/aab-43-299-2000
Subject(s) - best linear unbiased prediction , selection (genetic algorithm) , statistics , trait , restricted maximum likelihood , normality , quail , daughter , biology , mathematics , maximum likelihood , computer science , evolutionary biology , ecology , artificial intelligence , programming language
Title of the paper: Effectiveness of genetic evaluation with transformed data by using dam-daughter pairsof Japanese quails In estimation of variance components with REML it has been assumed that the data were normally distributed.Egg production traits of poultry have been shown to exhibit markedly non-normal distributions. In this study,six traits from an unselected quail line were analysed. The original data were transformed using the well-establishedpower transformation to approach normality. The genetic evaluation was carried out with a multipletraitanimal model, based on transformed and untransformed data, respectively. Two traits of laying performance, of egg weight and body weight were analysed simultaneously. To compare the efficiency ofbreeding values the method of simulated selection with biological data (dam-daughter pairs) was used. To selectthe dams with intensities between 10% and 90% we used individual records and BLUP-breeding values,estimated with transformed and untransformed data. The response of such a selection was estimated using thecorresponding daughter records. Only for the trait laying Performance up to 200 days of life we could indicate anadvantage of the transformation. It was shown, that by changing from one trait to multiple-trait geneticevaluation non-normality could be compensate. For 10% intensity the selection for individual laying performance provided an unexpected high response in comparing with the BLUP-method

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