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Bücher Englische Bücher Stochastic Analysis of Biochemical Systems
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Stochastic Analysis of Biochemical Systems
David F. Anderson, Thomas G. Kurtz (Broschiert, Englisch)
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Beschreibung
This book focuses on counting processes and continuous-time Markov chains motivated by examples and applications drawn from chemical networks in systems biology. The book should serve well as a supplement for courses in probability and stochastic processes. While the material is presented in a manner most suitable for students who have studied stochastic processes up to and including martingales… in continuous time, much of the necessary background material is summarized in the Appendix. Students and Researchers with a solid understanding of calculus, differential equations and elementary probability and who are well-motivated by the applications will find this book of interest. David F. Anderson is Associate Professor in the Department of Mathematics at the University of Wisconsin and Thomas G. Kurtz is Emeritus Professor in the Departments of Mathematics and Statistics at that university. Their research is focused on probability and stochastic processes with applications in biology and other areas of science and technology. These notes are based in part on lectures given by Professor Anderson at the University of Wisconsin – Madison and by Professor Kurtz at Goethe University Frankfurt. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
08.05.2015
Sprache
Englisch
EAN
9783319168944
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Mathematical Biosciences Institute Lecture Series
Sonderedition
Nein
Autor
David F. Anderson, Thomas G. Kurtz
Seitenanzahl
84
Einbandart
Broschiert
Autorenporträt
David F. Anderson and Thomas G. Kurtz are Professors in the Department of Mathematics and Statistics at the University of Wisconsin Madison.
Schlagwörter
Continuous time Markov chains, Langevin approximation, Models of biochemical systems, Reaction network, Stationary distributions, central limit theorem, diffusion approximation, law of large numbers, law of mass action, systems biology
Thema-Inhalt
PSAX - DV-gestützte Biologie/Bioinformatik
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBWL - Stochastik
PBWH - Mathematische Modellierung
TBJ - Mathematik für Ingenieure
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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