Sequential Monte Carlo methods in practice

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Sequential Monte Carlo methods in practice
Arnaud Doucet, Nando de Freita ...
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Last edited by MARC Bot
November 14, 2023 | History

Sequential Monte Carlo methods in practice

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Publish Date
Publisher
Springer
Language
English
Pages
581

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Edition Availability
Cover of: Sequential Monte Carlo Methods in Practice
Sequential Monte Carlo Methods in Practice
2013, Springer
in English
Cover of: Sequential Monte Carlo Methods in Practice
Sequential Monte Carlo Methods in Practice
2010, Springer New York
in English
Cover of: Sequential Monte Carlo Methods in Practice (Statistics for Engineering and Information Science)
Cover of: Sequential Monte Carlo methods in practice
Sequential Monte Carlo methods in practice
2001, Springer
in English

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Book Details


Table of Contents

I: Introduction.
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues.
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods.
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications.
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.]
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric -- Dieter Fox...[et al.]
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric -- Dieter Fox...[et al.] -- Tomoyuki Higuchi
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric -- Dieter Fox...[et al.] -- Tomoyuki Higuchi -- Daphne Koller and Uri Lerner
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric -- Dieter Fox...[et al.] -- Tomoyuki Higuchi -- Daphne Koller and Uri Lerner -- Alan D. Marrs
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric -- Dieter Fox...[et al.] -- Tomoyuki Higuchi -- Daphne Koller and Uri Lerner -- Alan D. Marrs -- Shaun McGinnity and George W. Irwin
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric -- Dieter Fox...[et al.] -- Tomoyuki Higuchi -- Daphne Koller and Uri Lerner -- Alan D. Marrs -- Shaun McGinnity and George W. Irwin -- Kevin Murphy and Stuart Russell
I: Introduction. -- Arnaud Doucet, Nando de Freitas, and Deil Gordon -- II: Theoretical issues. -- Dan Crisan -- Pierre Del Moral and Jean Jacod / -- III: Strategies for improving sequential Monte Carlo methods. -- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya -- Erik Bolviken and Geir Storvik -- Carlo Berzuini and Walter Gilks -- Simon Godsill and Tim Clapp -- Markus Hurzeler and Hans R. Kunsch -- Genshiro Kitagawa and Seisho Sato -- Jane Liu and Mike West -- Jun S. Liu, Rong Chen, and Tanya Logvinenko -- Christian Musso, Nadia Oudjane, and Francois Le Gland -- Michael K. Pitt and Neil Shephard -- Photis Stavropoulos and D.M. Titterington -- IV: Applications. -- Niclas Bergman -- Andrew Blake, Michael Isard, and John MacCormick -- N de Freitas...[et al.] -- Petar M. Djuric -- Dieter Fox...[et al.] -- Tomoyuki Higuchi -- Daphne Koller and Uri Lerner -- Alan D. Marrs -- Shaun McGinnity and George W. Irwin -- Kevin Murphy and Stuart Russell -- David Salmond and Neil Gordon
I: Introduction.-- Arnaud Doucet, Nando de Freitas, and Deil Gordon-- II: Theoretical issues.-- Dan Crisan-- Pierre Del Moral and Jean Jacod /-- III: Strategies for improving sequential Monte Carlo methods.-- Christophe Andrieu, Arnaud Doucet, and Elena Punskaya-- Erik Bolviken and Geir Storvik-- Carlo Berzuini and Walter Gilks-- Simon Godsill and Tim Clapp-- Markus Hurzeler and Hans R. Kunsch-- Genshiro Kitagawa and Seisho Sato-- Jane Liu and Mike West-- Jun S. Liu, Rong Chen, and Tanya Logvinenko-- Christian Musso, Nadia Oudjane, and Francois Le Gland-- Michael K. Pitt and Neil Shephard-- Photis Stavropoulos and D.M. Titterington-- IV: Applications.-- Niclas Bergman-- Andrew Blake, Michael Isard, and John MacCormick-- N de Freitas...[et al.]-- Petar M. Djuric-- Dieter Fox...[et al.]-- Tomoyuki Higuchi-- Daphne Koller and Uri Lerner-- Alan D. Marrs-- Shaun McGinnity and George W. Irwin-- Kevin Murphy and Stuart Russell-- David Salmond and Neil Gordon-- Anuj Srivastava...[et al.].

Edition Notes

Includes bibliographical references (p. [553]-576) and index.

Published in
New York
Series
Statistics for engineering and information science

Classifications

Library of Congress
QA298 .S47 2001, QA298 .S47 2001, QA276-280

The Physical Object

Pagination
xxvii, 581 p. :
Number of pages
581

ID Numbers

Open Library
OL18162376M
ISBN 10
0387951466
LCCN
00047093
OCLC/WorldCat
45024472
Goodreads
157902

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November 14, 2023 Edited by MARC Bot import existing book
October 31, 2022 Edited by ImportBot import existing book
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July 29, 2020 Edited by MARC Bot import existing book
October 11, 2008 Created by ImportBot Imported from Oregon Libraries MARC record