Case Studies in Bayesian Statistical Modelling and Analysis - Couverture rigide

Livre 241 sur 354: Wiley Series in Probability and Statistics
 
9781119941828: Case Studies in Bayesian Statistical Modelling and Analysis
Couverture rigide
ISBN 10 : 1119941822 ISBN 13 : 9781119941828
Editeur : John Wiley & Sons Inc, 2012

Synopsis

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 to do Bayesian analysis in a clear and concise manner using real-world problems.
  • Each chapter focuses on a real-world problem and describes the way in which the problem may be analysed using Bayesian methods.
  • Features approaches that can be used in a wide area of application, such as, health, the environment, genetics, information science, medicine, biology, industry and remote sensing.

Case Studies in Bayesian Statistical Modelling and Analysis is aimed at statisticians, researchers and practitioners who have some expertise in statistical modelling and analysis, and some understanding of the basics of Bayesian statistics, but little experience in its application. Graduate students of statistics and biostatistics will also find this book beneficial.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Clair Alston, Queensland University of Technology and Science, Australia.

Kerrie L. Mengersen, Queensland University of Technology and Science, Australia.

Tony Pettitt, Queensland University of Technology and Science, Australia.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
John Wiley & Sons Inc
Date d'édition
2012
Langue
anglais
ISBN 10 
1119941822
ISBN 13 
9781119941828
Reliure
Relié
Nombre de pages
512
Éditeur
Alston Clair L., Mengersen Kerrie L., Pettitt Anthony N.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible