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Stochastic Analysis of Biochemical Systems
This book, as with others in the series, is intended to provide supplementary
material for courses in probability or stochastic processes. The mathematical focus
is on counting processes and continuous-time Markov chains, and the selection of
material is motivated by the examples and applications drawn from chemical networks in systems biology. 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. Our hope is that a student with a solid understanding of calculus,
differential equations, and elementary probability, and who is well-motivated by the
applications, will be able to follow the main material with occasional reference to
the Appendix
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