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An Introduction to Bayesian Inference, Methods and Computation

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga An Introduction to Bayesian Inference, Methods and Computation Nick Heard
Libristo kod: 41602065
Nakladnici Springer, Berlin, studeni 2021
These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The co... Cijeli opis
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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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Informacije o knjizi

Puni naziv An Introduction to Bayesian Inference, Methods and Computation
Autor Nick Heard
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2022
Broj stranica 169
EAN 9783030828103
Libristo kod 41602065
Nakladnici Springer, Berlin
Težina 289
Dimenzije 155 x 235 x 11

Kategorija

Mathematics & Science > Mathematics > Probability & statistics > Bayesian inference
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