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An Introduction to Bayesian Inference, Methods and Computation
Engelsk Paperback
An Introduction to Bayesian Inference, Methods and Computation
Engelsk Paperback

621 kr
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6 - 8 hverdage

Om denne bog

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.

 


Product detaljer
Sprog:
Engelsk
Sider:
169
ISBN-13:
9783030828103
Indbinding:
Paperback
Udgave:
ISBN-10:
3030828107
Udg. Dato:
19 okt 2022
Længde:
13mm
Bredde:
234mm
Højde:
155mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
19 okt 2022
Forfatter(e):
Kategori sammenhænge