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Prior Processes and Their Applications - Eswar G. Phadia - Bog

- Nonparametric Bayesian Estimation

Bag om Prior Processes and Their Applications

After an overview of different prior processes, it examines the now pre-eminent Dirichlet process and its variants including hierarchical processes, then addresses new processes such as dependent Dirichlet, local Dirichlet, time-varying and spatial processes, all of which exploit the countable mixture representation of the Dirichlet process.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319327884
  • Indbinding:
  • Hardback
  • Sideantal:
  • 327
  • Udgivet:
  • 9. august 2016
  • Udgave:
  • 22016
  • Størrelse:
  • 155x235x21 mm.
  • Vægt:
  • 6447 g.
  • 8-11 hverdage.
  • 7. december 2024
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Beskrivelse af Prior Processes and Their Applications

After an overview of different prior processes, it examines the now pre-eminent Dirichlet process and its variants including hierarchical processes, then addresses new processes such as dependent Dirichlet, local Dirichlet, time-varying and spatial processes, all of which exploit the countable mixture representation of the Dirichlet process.

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