Bayesian Methods for Statistical Analysis

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Bayesian Methods for Statistical...

Bayesian Methods for Statistical Analysis

Name: Bayesian Methods for Statistical Analysis
ISBN: 9781921934254

Borek Puza

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Bayesian methods for statistical analysis is a book on statistical methods for analysing a wide variety of data. The book consists of 12 chapters, starting with basic concepts and covering numerous topics, including Bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, Markov chain Monte Carlo methods, finite population inference, biased sampling and nonignorable nonresponse. The book contains many exercises, all with worked solutions, including complete computer code. It is suitable for self-study or a semester-long course, with three hours of lectures and one tutorial per week for 13 weeks.

Категории:

Mathematics

Година:

2017

Издание:

Paperback

Издателство:

ANU Press

Език:

english

Страници:

698