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An Introduction to Bayesian Inference, Methods and Computation
Engelsk
Bogcover for An Introduction to Bayesian Inference, Methods and Computation af Nick Heard, 9783030828103
Specifikationer
Sprog:
Engelsk
Sider:
169
ISBN-13:
9783030828103
Indbinding:
Paperback
ISBN-10:
3030828107
Udg. Dato:
19 okt 2022
Størrelse i cm:
15,5 x 23,4 x 1,3
Oplagsdato:
19 okt 2022
Forfatter(e):

An Introduction to Bayesian Inference, Methods and Computation

Engelsk
Paperback 2022
Format:

Bog beskrivelse

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.

 


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Specifikationer
Sprog:
Engelsk
Sider:
169
ISBN-13:
9783030828103
Indbinding:
Paperback
ISBN-10:
3030828107
Udg. Dato:
19 okt 2022
Størrelse i cm:
15,5 x 23,4 x 1,3
Oplagsdato:
19 okt 2022
Forfatter(e):
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