An Introduction to Sequential Monte Carlo /

This book provides a general introduction to Sequential Monte Carlo (SMC) methods, also known as particle filters. These methods have become a staple for the sequential analysis of data in such diverse fields as signal processing, epidemiology, machine learning, population ecology, quantitative fina...

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Bibliographic Details

Main Authors:	Chopin, Nicolas (Author), Papaspiliopoulos, Omiros (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:	1st ed. 2020.
Series:	Springer Series in Statistics,
Subjects:	Statistics . Big data. Sociophysics. Econophysics. Statistical Theory and Methods. Big Data. Data-driven Science, Modeling and Theory Building. Statistics and Computing/Statistics Programs. Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. Electronic books.
Online Access:	Connect to the full text of this electronic book