Anderson / Kurtz Stochastic Analysis of Biochemical Systems

Erscheinungsjahr 2015
ISBN: 978-3-319-16895-1
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 1.2, 84 Seiten, eBook

Reihe: Mathematical Biosciences Institute Lecture Series

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.

Zielgruppe

Graduate

Autoren/Hrsg.

Anderson, David F.

Kurtz, Thomas G.

Inhaltsverzeichnis

Infinitesimal specification of continuous time Markov chains.- Models of biochemical reaction systems.-Stationary distributions of stochastically modeled reaction systems.- Analytic approaches to model simplification and approximation.-Numerical methods.-Notes on probability theory and stochastic processes.

Über Autor(innen)

David F. Anderson and Thomas G. Kurtz are Professors in the Department of Mathematics and Statistics at the University of Wisconsin Madison.