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An Introduction to Sequential Monte Carlo

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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  • Språk:
  • Engelska
  • ISBN:
  • 9783030478476
  • Format:
  • Häftad
  • Sidor:
  • 378
  • Utgiven:
  • 3. oktober 2021
  • Utgåva:
  • 12020
  • Mått:
  • 235x155x27 mm.
  • Vikt:
  • 616 g.
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Beskrivning av 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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