Items related to Multivariate Statistical Machine Learning Methods for...
- PublisherSpringer
- Publication date2022
- ISBN 10 3030890090
- ISBN 13 9783030890094
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages715
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published by
Springer International Publishing Jan 2022, 2022
ISBN 10: 3030890090
ISBN 13: 9783030890094
New
Hardcover
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book is open access under a CC BY 4.0 licenseThis open access book brings together the latest genome base prediction models currently being used by statisticians, breeders and data scientists. It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical learning tool, and the output of each tool. To do so, for each tool the book provides background theory, some elements of the R statistical software for its implementation, the conceptual underpinnings, and at least two illustrative examples with data from real-world genomic selection experiments. Lastly, worked-out examples help readers check their own comprehension.The book will greatly appeal to readers in plant (and animal) breeding, geneticists and statisticians, as it provides in a very accessible way the necessary theory, the appropriate R code, and illustrative examples for a complete understanding of each statistical learning tool. In addition, it weighs the advantages and disadvantages of each tool. 716 pp. Englisch. Seller Inventory # 9783030890094
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published by
Springer International Publishing, 2022
ISBN 10: 3030890090
ISBN 13: 9783030890094
New
Hardcover
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is open access under a CC BY 4.0 licenseThis open access book brings together the latest genome base prediction models currently being used by statisticians, breeders and data scientists. It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical learning tool, and the output of each tool. To do so, for each tool the book provides background theory, some elements of the R statistical software for its implementation, the conceptual underpinnings, and at least two illustrative examples with data from real-world genomic selection experiments. Lastly, worked-out examples help readers check their own comprehension.The book will greatly appeal to readers in plant (and animal) breeding, geneticists and statisticians, as it provides in a very accessible way the necessary theory, the appropriate R code, and illustrative examples for a complete understanding of each statistical learning tool. In addition, it weighs the advantages and disadvantages of each tool. Seller Inventory # 9783030890094
Quantity: 1 available
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published by
Springer, Berlin|Springer International Publishing|Bill and Melinda Gates Foundation|Springer, 2021
ISBN 10: 3030890090
ISBN 13: 9783030890094
New
Hardcover
Seller: moluna, Greven, Germany
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical lear. Seller Inventory # 506747996
Quantity: Over 20 available