Complex Stochastic Systems

Herausgeber: Barndorff-Nielsen, O E; Kluppelberg, Claudia

• Broschiertes Buch

Produktbeschreibung

Complex stochastic systems comprise a vast area of research, from modelling specific applications to estimation procedures and computing issues. The exponential growth in computing power in recent years has revolutionized statistical analysis and led to rapid developments in this emerging field. In Complex Stochastic Systems, top researchers address various statistical aspects of the field and illustrates them with concrete applications. Individually, these articles provide authoritative exposition and recent results from various subjects related to the field. Collectively, they link these separate areas of study to form the first comprehensive overview of this rapidly developing area.

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Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 304
• Erscheinungstermin: 19. September 2019
• Englisch
• Abmessung: 229mm x 152mm x 17mm
• Gewicht: 413g
• ISBN-13: 9780367398286
• ISBN-10: 0367398281
• Artikelnr.: 57814809

Autorenporträt

Ole E. Barndorff-Nielsen, David R. Cox, Claudia Klüppelberg

Inhaltsangabe

A Primer on Markov Chain Monte Carlo. Causal Inference from Graphical
Models. State Space and Hidden Markov Models. Monte Carlo Methods on
Genetic Structures. Renormalization of Interacting Diffusions. Stein's
Method for Epidemic Processes.