An Introduction to Bayesian Inference, Methods and Computation

Name: An Introduction to Bayesian Inference, Methods and Computation
Brand: Springer, Berlin
SKU: 9783030828103
Price: 77.8 EUR
Availability: InStock

Автор: Nick Heard

Език:

Корици: С меки корици

Издател: Springer, Berlin

Наличност: Външен склад

Изпращаме след 10-18 дни

77.80 € 152.17 лв

These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The co...

Информация за книгата

Автор

Nick Heard

Език

Английски език

Корици

Книга - С меки корици

Издадена

2022

страници

169

EAN

9783030828103

Enbook ID

41602065

Издател

Springer, Berlin

Теглоt

289

Размери

155 x 235 x 11

Пълно описание

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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An Introduction to Bayesian Inference, Methods and Computation

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