Bayesian Data Analysis for Animal Scientists

Name: Bayesian Data Analysis for Animal Scientists
Brand: Springer International Publishing AG
SKU: 9783319853598
Price: 1899 CZK
Availability: InStock

The Basics

Autor: Agustin Blasco

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

1 899 Kč

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

Informace o knize

Autor

Agustin Blasco

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

275

EAN

9783319853598

Enbook ID

21374511

Vydavatel

Springer International Publishing AG

Hmotnost

615

Rozměry

155 x 235 x 16

Kompletní popis

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

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také