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An Introduction to Bayesian Inference, Methods and Computation - Hardcover

 
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  • PublisherSpringer
  • Publication date2021
  • ISBN 10 3030828077
  • ISBN 13 9783030828073
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages181

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ISBN 10: 3030828077 ISBN 13: 9783030828073
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XII, 169 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Sprache: Englisch. Seller Inventory # 6916BB

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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental philosophy and principles of Bayesian inference, including the reasoning behind the prior/likelihood model construction synonymous with Bayesian methods, through to advanced topics such as nonparametrics, Gaussian processes and latent factor models. These advanced modelling techniques can easily be applied using computer code samples written in Python and Stan which are integrated into the main text. Importantly, the reader will learn methods for assessing model fit, and to choose between rival modelling approaches. 184 pp. Englisch. Seller Inventory # 9783030828073

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