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An Introduction to Sequential Monte Carlo

af Nicolas Chopin

indgår i Springer Series in Statistics serien

An Introduction to Sequential Monte Carlo af Nicolas Chopin
Bag om An Introduction to Sequential Monte Carlo

This book provides a general introduction to Sequential Monte Carlo (SMC) methods, also known as particle filters. Bayesian inference or rare-event problems), are also discussed. The book may be used either as a graduate text on Sequential Monte Carlo methods and state-space modeling, or as a general reference work on the area.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783030478476
  • Indbinding:
  • Paperback
  • Sideantal:
  • 378
  • Udgivet:
  • 3. oktober 2021
  • Udgave:
  • 12020
  • Størrelse:
  • 235x155x27 mm.
  • Vægt:
  • 616 g.
  • 8-11 hverdage.
  • 28. november 2024
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This book provides a general introduction to Sequential Monte Carlo (SMC) methods, also known as particle filters. Bayesian inference or rare-event problems), are also discussed. The book may be used either as a graduate text on Sequential Monte Carlo methods and state-space modeling, or as a general reference work on the area.

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