Basic Stochastic Processes - Brzezniak Z
Basic Stochastic Processes - Brzezniak Z This book has been designed for a final year undergraduate course in stochastic processes. The main prerequisite is probability theory: probability measures,…
Specifikacia Basic Stochastic Processes - Brzezniak Z
Basic Stochastic Processes - Brzezniak Z
This book has been designed for a final year undergraduate course in stochastic processes. The main prerequisite is probability theory: probability measures, random variables, expectation, independence, conditional probability, and the laws of large numbers. It will also be suitable for mathematics undergraduates and others with interest in probability and stochastic processes, who wish to study on their own.
This covers limits, series, the notion of continuity, differentiation and the Riemann integral. The only other prerequisite is calculus. Familiarity with the Lebesgue integral would be a bonus.
A certain level of fundamental mathematical experience, such as elementary set theory, is assumed implicitly. Throughout the book the exposition is interlaced with numerous exercises, which form an integral part of the course. Complete solutions are provided at the end of each chapter. Also,
Basic Stochastic Processes