Bayesian Data Analysis for Animal Scientists

Name: Bayesian Data Analysis for Animal Scientists
Brand: Springer International Publishing AG
SKU: 9783319853598
Price: 87.8 EUR
Availability: InStock

The Basics

Автор: Agustin Blasco

Език:

Корици: С меки корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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87.80 € 171.72 лв

In this book, we provide an easy introduction to Bayesian inference using MCMC techniques, making mo...

Информация за книгата

Автор

Agustin Blasco

Език

Английски език

Корици

Книга - С меки корици

Издадена

2018

страници

275

EAN

9783319853598

Enbook ID

21374511

Издател

Springer International Publishing AG

Теглоt

615

Размери

155 x 235 x 16

Пълно описание

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.

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Bayesian Data Analysis for Animal Scientists

The Basics

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също