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An Introduction to Sequential Monte Carlo Methods

Arnaud Doucet,Nando de Freitas,Neil J. Gordon

2001 · DOI: 10.1007/978-1-4757-3437-9_1
40 Citações

TLDR

Many real-world data analysis tasks involve estimating unknown quantities from some given observations, and all inference on the unknown quantities is based on the posterior distribution obtained from Bayes’ theorem.