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An Introduction to Bayesian Inference, Methods and Computation

Af: Nick Heard Engelsk Paperback

An Introduction to Bayesian Inference, Methods and Computation

Af: Nick Heard Engelsk Paperback
Tjek vores konkurrenters priser

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.

 


Tjek vores konkurrenters priser
Normalpris
kr 621
Fragt: 39 kr
6 - 8 hverdage
20 kr
Pakkegebyr
God 4 anmeldelser på
Tjek vores konkurrenters priser

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.

 


Produktdetaljer
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): Nick Heard
Forfatter(e) Nick Heard


Kategori Bayesiansk statistik


ISBN-13 9783030828103


Sprog Engelsk


Indbinding Paperback


Sider 169


Udgave


Længde 13mm


Bredde 234mm


Højde 155mm


Udg. Dato 19 okt 2022


Oplagsdato 19 okt 2022


Forlag Springer Nature Switzerland AG

Kategori sammenhænge