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Название: An Introduction to Sequential Monte Carlo
Автор: Nicolas Chopin, Omiros Papaspiliopoulos
Издательство: Springer
Год: 2020
Формат: PDF
Страниц: 390
Размер: 12.7 МБ
Язык: English
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 finance, and robotics.