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Bayesian Methods for Statistical Analysis (2015)

Puza, Borek

Acton, Australia : ANU Press

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Keywords: Mathematics ; Probability ; Statistics ; Bayesian inference

Description / Table of Contents: 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.

Pages: Online-Ressource (XVII, 679 Seiten)

ISBN: 9781921934261

URL: http://press.anu.edu.au/node/1652

Language: English

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