An Introduction to the Theory of Point Processes Volume I: Elementary Theory and Methods /

• Main Authors: Daley, D. J. (Author), Vere-Jones, D. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2003.
• Edition: Second Edition.
• Series: Probability and its Applications, A Series of the Applied Probability Trust,
• Subjects: Statistics.; Probabilities.; Statistical Theory and Methods.; Probability Theory and Stochastic Processes.

Point processes and random measures find wide applicability in telecommunications, earthquakes, image analysis, spatial point patterns, and stereology, to name but a few areas. The authors have made a major reshaping of their work in their first edition of 1988 and now present their Introduction to...

Table of Contents:

• Early History
• Basic Properties of the Poisson Process
• Simple Results for Stationary Point Processes on the Line
• Renewal Processes
• Finite Point Processes
• Models Constructed via Conditioning: Cox, Cluster, and Marked Point Processes
• Conditional Intensities and Likelihoods
• Second-Order Properties of Stationary Point Processes.