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Beschreibung
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.
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.
Über den Autor
Ole E. Barndorff-Nielsen, David R. Cox, Claudia Klüppelberg
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2019
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9780367398286
ISBN-10: 0367398281
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Barndorff-Nielsen, O. E.
Kluppelberg, Claudia
Hersteller: Chapman and Hall/CRC
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 229 x 152 x 17 mm
Von/Mit: O. E. Barndorff-Nielsen (u. a.)
Erscheinungsdatum: 19.09.2019
Gewicht: 0,449 kg
Artikel-ID: 128405269