ROBOTICS & AUTOMATION
Empowering Progress
Up to 25% off Essentials Robotics and Automation titles
Foundations of Infinitesimal Stochastic Analysis
- 1st Edition - August 18, 2011
- Authors: K.D. Stroyan, J.M. Bayod
- Language: English
- Paperback ISBN:9 7 8 - 0 - 4 4 4 - 5 5 8 2 0 - 6
- eBook ISBN:9 7 8 - 0 - 0 8 - 0 9 6 0 4 2 - 5
This book gives a complete and elementary account of fundamental results on hyperfinite measures and their application to stochastic processes, including the *-finite Stieltjes sum… Read more
Purchase options
Institutional subscription on ScienceDirect
Request a sales quoteThis book gives a complete and elementary account of fundamental results on hyperfinite measures and their application to stochastic processes, including the *-finite Stieltjes sum approximation of martingale integrals. Many detailed examples, not found in the literature, are included. It begins with a brief chapter on tools from logic and infinitesimal (or non-standard) analysis so that the material is accessible to beginning graduate students.
Preliminary Constructions. Chapters: 1. *Finite and Hyperfinite Measures. Limited Hyperfinite Measures. Unlimited Hyperfinite Measures. Measurable and Internal Functions. Hyperfinite Integration. Conditional Expectation. Weak Compactness and SL1. 2. Measures and the Standard Part Map. Lebesgue Measure. Borel and Loeb Sets. Borel Measures. Weak Standard Parts of Measures. 3. Products of Hyperfinite Measures. Anderson's Extension. Hoover's Strict Inclusion. Keisler's Fubini Theorem. 4. Distributions. One Dimensional Distributions. Joint Distributions. Laws and Independence. Some *Finite Independent Sums. 5. Paths of Processes. Metric Lifting and Projecting. Continuous Path Processes. Decent Path Processes. Lebesgue and Borel Path Processes. Beyond [0,1] and Scalar Values. 6. Hyperfinite Evolution. Events Determined at Times and Instants. Progressive and Previsible Measurability. Nonanticipating Processes. Measurable and Internal Stopping. Martingales. Predictable Processes. Beyond [0,1] with Localization. 7. Stochastic Integration. Stieltjes Integrals and Variation. Quadratic Variation. Square Martingale Integrals. Toward Local Martingale Integrals. Notes on Continuous Martingales. Stable Martingale Liftings. Semimartingale Integrals. Afterword. References. Index.
- Language: English
- Edition: 1
- Published: August 18, 2011
- Imprint: North Holland
- Paperback ISBN: 9780444558206
- eBook ISBN: 9780080960425
KS
K.D. Stroyan
Affiliations and expertise
Department of Mathematics, The University of Iowa
Iowa City. IowaRead Foundations of Infinitesimal Stochastic Analysis on ScienceDirect