This book is about stochastic-process limits - limits in which a sequence of stochastic processes converges to another stochastic process. These are useful and interesting because they generate simple approximations for complicated stochastic processes and also help explain the statistical regularit
Complex stochastic processes: an introduction to theory and application
✍ Scribed by Kenneth S. Miller
- Book ID
- 127426529
- Publisher
- Addison-Wesley Pub. Co., Advanced Book Program
- Year
- 1974
- Tongue
- English
- Weight
- 2 MB
- Category
- Library
- City
- Reading, Mass
- ISBN-13
- 9780201047455
No coin nor oath required. For personal study only.
✦ Synopsis
When the student of engineering or applied science is first exposed to stochastic processes, or noise theory, he is usually content to manipulate random variables formally as if they were ordinary functions. Sometime later the serious student becomes concerned about such problems as the validity of differentiating random variables and the interpretation of stochastic integrals, to say nothing of the usual worries associated with the interchange of the order of integration in multiple integrals. It is to this class of readers that this book is addressed. We attempt to analyze problems of the type just mentioned at an elementary yet rigorous level, and to adumbrate some of the physical applications of the theory.
✦ Subjects
Теория случайных процессов
📜 SIMILAR VOLUMES
Intended for a calculus-based course in stochastic processes at the graduate or advanced undergraduate level, this text offers a modern, applied perspective. Instead of the standard formal and mathematically rigorous approach usual for texts for this course, Edward Kao emphasizes the development of