An Introduction to the Theory of Point Processes

Volume II: General Theory and Structure
2. Auflage 2008
ISBN: 978-0-387-21337-8
Verlag: Springer

Buch, Englisch, 573 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 1045 g

Reihe: Probability and Its Applications

This is the second volume of the reworked second edition of a key work on Point Process Theory. Fully revised and updated by the authors who have reworked their 1988 first edition, it brings together the basic theory of random measures and point processes in a unified setting and continues with the more theoretical topics of the first edition: limit theorems, ergodic theory, Palm theory, and evolutionary behaviour via martingales and conditional intensity. The very substantial new material in this second volume includes expanded discussions of marked point processes, convergence to equilibrium, and the structure of spatial point processes.

Zielgruppe

Research

Autoren/Hrsg.

Vere-Jones, David

Daley, D.J.

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik
• Mathematik | Informatik Mathematik Geometrie Dynamische Systeme

Inhaltsverzeichnis

Basic Theory of Random Measures and Point Processes.- Special Classes of Processes.- Convergence Concepts and Limit Theorems.- Stationary Point Processes and Random Measures.- Palm Theory.- Evolutionary Processes and Predictability.- Spatial Point Processes.