02113nam0 22004693i 450 VAN024868020230529125028.497N978303047845220220727d2020 |0itac50 baengCH|||| |||||ˆAn ‰Introduction to Sequential Monte CarloNicolas Chopin, Omiros PapaspiliopoulosChamSpringer2020xxvi, 559 p.ill.24 cm001VAN00440602001 Texts in computational science and engineering210 Berlin [etc.]Springer24VAN0248681ˆAn ‰Introduction to Sequential Monte Carlo298362265C05Monte Carlo methods [MSC 2020]VANC020429MF62-XXStatistics [MSC 2020]VANC022998MF62M05Markov processes: estimation; hidden Markov models [MSC 2020]VANC024698MF62L12Sequential estimation [MSC 2020]VANC024699MFBayesian InferenceKW:KData-driven science, modeling and theory buildingKW:KFeynman-Kac modelsKW:KHidden Markov modelsKW:KMarkov Chain Monte CarloKW:KParticle filterKW:KSequential Monte CarloKW:KSequential learningKW:KState-space modelsKW:KCHChamVANL001889ChopinNicolasVANV203522845496PapaspiliopoulosOmirosVANV2035231268488Springer <editore>VANV108073650ITSOL20240614RICAhttp://doi.org/10.1007/978-3-030-47845-2E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0248680BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 4555 08eMF4555 20220727 Introduction to Sequential Monte Carlo2983622UNICAMPANIA