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Linear Selection Indices in Modern Plant Breeding

Linear Selection Indices in Modern Plant Breeding

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Linear Selection Indices in Modern Plant Breeding

J. Jesus Céron-Rojas | José Crossa | Daniel Gianola

Medical / Biostatistics

This open access book focuses on the linear selection index (LSI) theory and its statistical properties. It addresses the single-stage LSI theory by assuming that economic weights are fixed and known - or fixed, but unknown - to predict the net genetic merit in the phenotypic, marker and genomic context. Further, it shows how to combine the LSI theory with the independent culling method to develop the multistage selection index theory. The final two chapters present simulation results and SAS and R codes, respectively, to estimate the parameters and make selections using some of the LSIs described. It is essential reading for plant quantitative geneticists, but is also a valuable resource for animal breeders.


J. Jesus Ceron-Rojas and José Crossa Hiriart
CIMMYT, Biometrics and Statistics Unit, Apdo. Postal 6-641, 06600 Mexico DF, Mexico

Publication Date: 11 October 2018
Publisher: International Maize and Wheat Improvement Center (CIMMYT)
Imprint: Springer
ISBN-13: 9783319912226
Format: Hardback
Page Count: 256

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