Bayesian Methods for Statistical Analysis.

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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 m...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Puza, Borek (Autor)
Formato: Electrónico Software eBook
Idioma:Inglés
Publicado: ANU Press 2015.
Temas:
Bayesian statistical decision theory.
Théorie de la décision bayésienne.
Mathematics.
Probability & statistics.
Bayesian inference.
Mathematics / Probability & Statistics / Bayesian Analysis.
Mathematics / Probability & Statistics.
Bayesian statistical decision theory
statistics.
mathematics.
bayesian inference.
probability.
Acceso en línea:Texto completo
Descripción
Sumario: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.
Descripción Física:1 online resource
Bibliografía:Includes bibliographical references.
ISBN:9781921934254
1921934255
1921934263
9781921934261

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