Basic Stochastic Processes
A Course Through Exercise
Brzezniak,
Z., University of Hull, UK;
Zastawniak,
T., University of Hull, UK
This book is a final year
undergraduate text on stochastic processes, a tool used widely by statisticians and
researchers working in the mathematics of finance. The book will give a detailed treatment
of conditional expectation and probability, a topic which in principle belongs to
probability theory, but is essential as a tool for stochastic processes. Although the book
is a final year text, the author has chosen to use exercises as the main means of
explanation for the various topics, and the book will have a strong self-study element.
The author has concentrated
on the major topics within stochastic analysis: Stochastic Processes, Markov Chains,
Spectral Theory, Renewal Theory, Martingales and Itô Stochastic Processes.
229 pages
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