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An Introduction to Bayesian Inference, Methods and Computation

An Introduction to Bayesian Inference, Methods and Computation

Paperback

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  • Release Date: 19/10/2022
  • Barcode: 9783030828103
  • Genre: Science Nature & Math
  • Sub-Genre: Computing & Internet
  • Imprint: Springer Nature
  • Publisher: Springer
An Introduction to Bayesian Inference, Methods and Computation

An Introduction to Bayesian Inference, Methods and Computation

2021 ed.

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DESCRIPTION

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.

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