Case Studies in Bayesian Statistical Modelling and Analysis by Clair L. Alston,Kerrie L. Mengersen,Anthony N. Pettitt

By Clair L. Alston,Kerrie L. Mengersen,Anthony N. Pettitt

Provides an available origin to Bayesian research utilizing genuine global models

This e-book goals to offer an advent to Bayesian modelling and computation, by means of contemplating actual case stories drawn from assorted fields spanning ecology, overall healthiness, genetics and finance. every one bankruptcy contains an outline of the matter, the corresponding version, the computational process, effects and inferences in addition to the problems that come up within the implementation of those approaches.

Case reviews in Bayesian Statistical Modelling and Analysis:

  • Illustrates tips to do Bayesian research in a transparent and concise demeanour utilizing real-world problems.
  • Each bankruptcy makes a speciality of a real-world challenge and describes the way the matter will be analysed utilizing Bayesian methods.
  • Features techniques that may be utilized in a large quarter of software, comparable to, future health, the surroundings, genetics, info technology, drugs, biology, and distant sensing.

Case reviews in Bayesian Statistical Modelling and Analysis is aimed toward statisticians, researchers and practitioners who've a few services in statistical modelling and research, and a few realizing of the fundamentals of Bayesian facts, yet little adventure in its software. Graduate scholars of information and biostatistics also will locate this ebook beneficial.

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