Adler, Robert J.
Random Fields and Geometry
Part I. Gaussian Processes
1. Gaussian Fields
2. Gaussian Inequalities
3. Orthogonal Expansions
4. Excursion Probabilities
5. Stationary Fields
Part II. Geometry
6. Integral Geometry
7. Differential Geometry
8. Piecewise Smooth Manifolds
9. Critical Point Theory
10. Volume of Tubes
Part III. The Geometry of Random Fields
11. Random Fields on Euclidean Spaces
12. Random Fields on Manifolds
13. Mean Intrinsic Volumes
14. Excursion Probabilities for Smooth Fields
15. Non-Gaussian Geometry
Keywords: MATHEMATICS / General MAT000000
- Author(s)
- Adler, Robert J.
- Taylor, Jonathan E.
- Publisher
- Springer
- Publication year
- 2007
- Language
- en
- Edition
- 1
- Series
- Springer Monographs in Mathematics
- Page amount
- 467 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9780387481166