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An Introduction to Bayesian Inference, Methods and Computation - Nick Heard - Bog

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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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783030828073
  • Indbinding:
  • Hardback
  • Sideantal:
  • 169
  • Udgivet:
  • 18. oktober 2021
  • Udgave:
  • 2021
  • Størrelse:
  • 243x160x17 mm.
  • Vægt:
  • 420 g.
  • 8-11 hverdage.
  • 5. marts 2025
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Beskrivelse af An Introduction to Bayesian Inference, Methods and Computation

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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