Prediction of Complex Traits Using Genomic Data

Name: Prediction of Complex Traits Using Genomic Data
Brand: CRC PR INC
Price: 248.75 AUD
Availability: BackOrder

By: Daniel Gianola, Gustavo de los Campos

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Hardcover | 5 January 2026 | Edition Number 1

At a Glance

Hardcover
350 Pages

Dimensions(cm)
23.4 x 15.6

Hardcover

$248.75

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This book explains and demonstrates with real and simulated examples how whole-genome information can be used for predicting complex traits, with applications in animal, human, and plant genetics. After giving a brief introduction, the book covers linear models and dimensionality, plus regularized regressions. It then progresses to the genomic best linear unbiased predictor, the Bayesian alphabet, reproducing Kernel Hiblert spaces regressions, penalized neural networks, and re-sampling methods. Lastly, it covers whole genome regression and population stratification.

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