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- catalog abstract ""The study of complex stochastic systems comprises a vast area of research, from modelling specific applications to model fitting, estimation procedures, and computing issues. The exponential growth in computing power over the last two decades has revolutionized statistical analysis and led to rapid developments and great progress in this emerging field." "In Complex Stochastic Systems, leading researchers address various statistical aspects of the field, illustrated by some very concrete applications." "Individually, these articles provide authoritative, tutorial-style expositions and recent results from various subjects related to complex stochastic systems. Collectively, they link these separate areas of study to form the first comprehensive overview of this important and rapidly developing field."--Jacket.".
- catalog contributor b12099240.
- catalog contributor b12099241.
- catalog contributor b12099242.
- catalog contributor b12099243.
- catalog created "c2001.".
- catalog date "2001".
- catalog date "c2001.".
- catalog dateCopyrighted "c2001.".
- catalog description ""Individually, these articles provide authoritative, tutorial-style expositions and recent results from various subjects related to complex stochastic systems. Collectively, they link these separate areas of study to form the first comprehensive overview of this important and rapidly developing field."--Jacket.".
- catalog description ""The study of complex stochastic systems comprises a vast area of research, from modelling specific applications to model fitting, estimation procedures, and computing issues. The exponential growth in computing power over the last two decades has revolutionized statistical analysis and led to rapid developments and great progress in this emerging field." "In Complex Stochastic Systems, leading researchers address various statistical aspects of the field, illustrated by some very concrete applications."".
- catalog description "1. A Primer on Markov Chain Monte Carlo / Peter J. Green -- 2. Causal Inference from Graphical Models / Steffen L. Lauritzen -- 3. State Space and Hidden Markov Models / Hans R. Kunsch -- 4. Monte Carlo Methods on Genetic Structures / Elizabeth A. Thompson -- 5. Renormalization of Interacting Diffusions / Frank den Hollander -- 6. Stein's Method for Epidemic Processes / Gesine Reinert.".
- catalog description "Includes bibliographical references and index.".
- catalog extent "xv, 279 p. :".
- catalog identifier "1584881585 (alk. paper)".
- catalog isPartOf "Monographs on statistics and applied probability ; 87".
- catalog issued "2001".
- catalog issued "c2001.".
- catalog language "eng".
- catalog publisher "Boca Raton : Chapman & Hall/CRC".
- catalog subject "519.2/3 21".
- catalog subject "Mathematical statistics Congresses.".
- catalog subject "QA274.A1 C66 2001".
- catalog subject "Stochastic processes Congresses.".
- catalog tableOfContents "1. A Primer on Markov Chain Monte Carlo / Peter J. Green -- 2. Causal Inference from Graphical Models / Steffen L. Lauritzen -- 3. State Space and Hidden Markov Models / Hans R. Kunsch -- 4. Monte Carlo Methods on Genetic Structures / Elizabeth A. Thompson -- 5. Renormalization of Interacting Diffusions / Frank den Hollander -- 6. Stein's Method for Epidemic Processes / Gesine Reinert.".
- catalog title "Complex stochastic systems / edited by Ole E. Barndorff-Nielsen, David R. Cox and Claudia Klüppelberg.".
- catalog type "Conference proceedings. fast".
- catalog type "text".