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Beskrivning
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.
David F. Anderson and Thomas G. Kurtz are Professors in the Department of Mathematics and Statistics at the University of Wisconsin Madison.
Recensioner i media
"For the reader's convenience, the book contains an appendix summarizing the necessary backgrounds on probability theory and stochastic processes. The authors manage to present the materials with clarity, brevity and style. In particular, the carefully chosen examples on the one hand help to illustrate the insights and results, and on the other hand make the book more readable. ... The book provides nice supplementary material for courses in probability and stochastic processes." (Chao Zhu, Mathematical Reviews, March, 2016)
Innehållsförteckning
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.