An Introduction to Bayesian Inference, Methods and Computation

Language: English

Published by Springer International Publishing, Springer Nature Switzerland Okt 2022, 2022

3030828107 / 9783030828103

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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 # 9783030828103

Title
An Introduction to Bayesian Inference, Methods and Computation
Author
Nick Heard
Publisher
Springer International Publishing, Springer Nature Switzerland Okt 2022
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030828107
ISBN 13
9783030828103
Item weight
289 grams
Dimensions
235x155x11 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany