Genomic Prediction of Complex Traits

Name: Genomic Prediction of Complex Traits
Brand: Springer-Verlag New York Inc.
SKU: 9781071622049
Price: 88184 HUF
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Methods and Protocols

Szerző: Nour Ahmadi, Jérôme Bartholome

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer-Verlag New York Inc.

Elérhetőség: Beszállítói készleten

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This volume explores the conceptual framework and the practical issues related to genomic prediction...

Információk a könyvről

Szerző

Nour Ahmadi, Jérôme Bartholome

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2022

oldal

648

EAN

9781071622049

Enbook ID

38499743

Kiadó

Springer-Verlag New York Inc.

Súly

1429

Méretek

178 x 254 x 41

Teljes leírás

This volume explores the conceptual framework and the practical issues related to genomic prediction of complex traits in human medicine and in animal and plant breeding. The book is organized into five parts. Part One reminds molecular genetics approaches intending to predict phenotypic variations. Part Two presents the principles of genomic prediction of complex traits, and reviews factors that affect its reliability. Part Three describes genomic prediction methods, including machine-learning approaches, accounting for different degree of biological complexity, and reviews the associated computer-packages. Part Four reports on emerging trends such as phenomic prediction and incorporation into genomic prediction models of "omics" data and crop growth models. Part Five is dedicated to lessons learned from cases studies in the fields of human health and animal and plant breeding, and to methods for analysis of the economic effectiveness of genomic prediction. Written in the highly successful Methods in Molecular Biology series format, the book provides theoretical bases and practical guidelines for an informed decision making of practitioners and identifies pertinent routes for further methodological researches. Cutting-edge and thorough, Complex Trait Predictions: Methods and Protocols is a valuable resource for scientists and researchers who are interested in learning more about this important and developing field. Chapters 3, 9, 13, 14, and 21 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

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Genomic Prediction of Complex Traits

Methods and Protocols

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