An Introduction to Bayesian Inference, Methods and Computation by Heard, Nick
An Introduction to Bayesian Inference, Methods and Computation by Heard, Nick

An Introduction to Bayesian Inference, Methods and Computation

These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental...
CHF 126.72
CHF 126.72
SKU: 9783030828103
Product Type: Books
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Author: Nick Heard
Format: Paperback
Language: English
Subtotal: CHF 126.72
An Introduction to Bayesian Inference, Methods and Computation by Heard, Nick

An Introduction to Bayesian Inference, Methods and Computation

CHF 126.72
An Introduction to Bayesian Inference, Methods and Computation by Heard, Nick

An Introduction to Bayesian Inference, Methods and Computation

CHF 126.72
Author: Nick Heard
Format: Paperback
Language: English
Description

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.




Author: Nick Heard
Publisher: Springer
Published: 10/19/2022
Pages: 169
Binding Type: Paperback
Weight: 0.59lbs
Size: 9.21h x 6.14w x 0.39d
ISBN: 9783030828103
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