An edition of Sequential Monte Carlo methods in practice
(2001)
Sequential Monte Carlo methods in practice
by Neil Gordon and A. Smith
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Monte Carlo method, Monte carlo methodShowing 4 featured editions. View all 4 editions?
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Sequential Monte Carlo Methods in Practice
2010, Springer New York
in English
1441928871 9781441928870
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Sequential Monte Carlo Methods in Practice (Statistics for Engineering and Information Science)
June 21, 2001, Springer
in English
0387951466 9780387951461
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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.
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