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Prediction of Complex Traits Using Genomic Data
Language
English
English
Book
Hardback
This book explains and demonstrates with real and simulated examples how whole-genome information ca...
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Libristo code: 37587506
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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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About the book
Full name
Prediction of Complex Traits Using Genomic Data
Author
Gustavo De Los Campos, Daniel Gianola
Language
English
English
Binding
Book - Hardback
Date of issue
2023
Number of pages
350
EAN
9781482253740
ISBN
1482253747
Libristo code
37587506
Publishers
Apple Academic Press Inc.
Dimensions
156 x 234
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