Probability
Theory and Examples
5th Edition
£66.99
Part of Cambridge Series in Statistical and Probabilistic Mathematics
- Author: Rick Durrett, Duke University, North Carolina
- Date Published: April 2019
- availability: Available
- format: Hardback
- isbn: 9781108473682
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This lively introduction to measure-theoretic probability theory covers laws of large numbers, central limit theorems, random walks, martingales, Markov chains, ergodic theorems, and Brownian motion. Concentrating on results that are the most useful for applications, this comprehensive treatment is a rigorous graduate text and reference. Operating under the philosophy that the best way to learn probability is to see it in action, the book contains extended examples that apply the theory to concrete applications. This fifth edition contains a new chapter on multidimensional Brownian motion and its relationship to partial differential equations (PDEs), an advanced topic that is finding new applications. Setting the foundation for this expansion, Chapter 7 now features a proof of Itô's formula. Key exercises that previously were simply proofs left to the reader have been directly inserted into the text as lemmas. The new edition re-instates discussion about the central limit theorem for martingales and stationary sequences.
Read more- Provides 200 examples and 450 problems to equip readers to build practical intuition and understand the motivation for the theory
- Offers a modern selection of topics, including multidimensional Brownian motion
- The compact style strikes a balance between completeness and readability, covering a great deal of ground in 400 pages
Reviews & endorsements
'Probability: Theory and Examples 5th Edition still holds true to its original goal that as the theory is developed, the focus of attention will be on examples with hundreds of examples provided and hundreds of example problems given as exercises for the reader.' Brent Kelderman, MAA Reviews
Customer reviews
13th Nov 2020 by VTing
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×Product details
- Edition: 5th Edition
- Date Published: April 2019
- format: Hardback
- isbn: 9781108473682
- length: 430 pages
- dimensions: 260 x 181 x 28 mm
- weight: 0.94kg
- contains: 20 b/w illus.
- availability: Available
Table of Contents
1. Measure theory
2. Laws of large numbers
3. Central limit theorems
4. Martingales
5. Markov chains
6. Ergodic theorems
7. Brownian motion
8. Applications to random walk
9. Multidimensional Brownian motion
Appendix. Measure theory details.-
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