Articles liés à Bayesian Data Analysis for Animal Scientists: The Basics
Synopsis
An easy and intuitive introduction to Bayesian methods with Monte-Carlo Markov Chain methods (MCMC)
The author uses colours to help the understanding of the formulae and numerous graphs to make the inferences more intuitive
Examples are taken from published papers and common problems in the field of biology and agriculture
New ways of expressing uncertainty are proposed, to help researchers derive conclusions from their experiments
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Agustin Blasco
Professor of Animal Breeding and Genetics
Visiting scientist at ABRO (Edinburgh), INRA (Jouy en Josas) and FAO (Rome). He was President of the World Rabbit Science Association and editor in chief of the journal World Rabbit Science. His career has focused on the genetics of litter size components and genetics of meat quality in rabbits and pigs. He has published more than one hundred papers in international journals. Invited speaker several times at the European Association for Animal Production and at the World Congress on Genetics Applied to Livestock Production among others. Chapman Lecturer at the University of Wisconsin. He has taught courses on Bayesian Inference at the universities of Valencia (Spain), Edinburgh (UK), Wisconsin (USA), Padua (Italy), Sao Paulo, Lavras (Brazil), Nacional (Uruguay), Lomas (Argentina) and at INRA in Toulouse (France).
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurSpringer International Publishing AG
- Date d'édition2017
- ISBN 10 3319542737
- ISBN 13 9783319542737
- ReliureRelié
- Langueanglais
- Nombre de pages275
- Coordonnées du fabricantnon disponible
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Bayesian Data Analysis for Animal Scientists: The Basics
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Springer, 2017
ISBN 10 : 3319542737
ISBN 13 : 9783319542737
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Bayesian Data Analysis for Animal Scientists: The Basics
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Bayesian Data Analysis for Animal Scientists: The Basics
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Bayesian Data Analysis for Animal Scientists: The Basics
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Bayesian Data Analysis for Animal Scientists
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Springer International Publishing, 2017
ISBN 10 : 3319542737
ISBN 13 : 9783319542737
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Agustin Blasco Professor of Animal Breeding and Genetics Visiting scientist at ABRO (Edinburgh), INRA (Jouy en Josas) and FAO (Rome). He was President of the World Rabbit Science Association and editor in chief of the journal World Rabbit. N° de réf. du vendeur 144311347
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Bayesian Data Analysis for Animal Scientists : The Basics
Edité par
Springer International Publishing, 2017
ISBN 10 : 3319542737
ISBN 13 : 9783319542737
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - In this book, we provide an easy introduction to Bayesian inference using MCMC techniques, making most topics intuitively reasonable and deriving to appendixes the more complicated matters. The biologist or the agricultural researcher does not normally have a background in Bayesian statistics, having difficulties in following the technical books introducing Bayesian techniques. The difficulties arise from the way of making inferences, which is completely different in the Bayesian school, and from the difficulties in understanding complicated matters such as the MCMC numerical methods. We compare both schools, classic and Bayesian, underlying the advantages of Bayesian solutions, and proposing inferences based in relevant differences, guaranteed values, probabilities of similitude or the use of ratios. We also give a scope of complex problems that can be solved using Bayesian statistics, and we end the book explaining the difficulties associated to model choice and the use of small samples. The book has a practical orientation and uses simple models to introduce the reader in this increasingly popular school of inference. N° de réf. du vendeur 9783319542737
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Bayesian Data Analysis for Animal Scientists
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ISBN 10 : 3319542737
ISBN 13 : 9783319542737
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Bayesian Data Analysis for Animal Scientists
ISBN 10 : 3319542737
ISBN 13 : 9783319542737
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Buch. Etat : Neu. Neuware -In this book, we provide an easy introduction to Bayesian inference using MCMC techniques, making most topics intuitively reasonable and deriving to appendixes the more complicated matters. The biologist or the agricultural researcher does not normally have a background in Bayesian statistics, having difficulties in following the technical books introducing Bayesian techniques. The difficulties arise from the way of making inferences, which is completely different in the Bayesian school, and from the difficulties in understanding complicated matters such as the MCMC numerical methods. We compare both schools, classic and Bayesian, underlying the advantages of Bayesian solutions, and proposing inferences based in relevant differences, guaranteed values, probabilities of similitude or the use of ratios. We also give a scope of complex problems that can be solved using Bayesian statistics, and we end the book explaining the difficulties associated to model choice and the use of small samples. The book has a practical orientation and uses simple models to introduce the reader in this increasingly popular school of inference.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 296 pp. Englisch. N° de réf. du vendeur 9783319542737
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Bayesian Data Analysis for Animal Scientists: The Basics
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