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An Introduction to Sequential Monte Carlo

About 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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  • Language:
  • English
  • ISBN:
  • 9783030478476
  • Binding:
  • Paperback
  • Pages:
  • 378
  • Published:
  • October 2, 2021
  • Edition:
  • 2020
  • Dimensions:
  • 235x155x27 mm.
  • Weight:
  • 616 g.
Delivery: 2-4 weeks
Expected delivery: August 14, 2025

Description of 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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