Case studies in Bayesian statistical modelling and analysis

Provides an accessible foundation to Bayesian analysis using real world models This book aims to present an introduction to Bayesian modelling and computation, by considering real case studies drawn from diverse fields spanning ecology, health, genetics and finance. Each chapter comprises a descri...

Descripción completa

Detalles Bibliográficos
Otros Autores: Alston, Clair (-), Mengersen, Kerrie L., Pettitt, Anthony (Anthony N.)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Chichester, West Sussex : John Wiley & Sons Inc 2012.
Edición:1st edition
Colección:Wiley Series in Probability and Statistics
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628862206719
Descripción
Sumario:Provides an accessible foundation to Bayesian analysis using real world models This book aims to present an introduction to Bayesian modelling and computation, by considering real case studies drawn from diverse fields spanning ecology, health, genetics and finance. Each chapter comprises a description of the problem, the corresponding model, the computational method, results and inferences as well as the issues that arise in the implementation of these approaches. Case Studies in Bayesian Statistical Modelling and Analysis: Illustrates how
Notas:Description based upon print version of record.
Descripción Física:1 online resource (499 p.)
Bibliografía:Includes bibliographical references and index.
ISBN:9781118394472
9781283656344
9781118394496