R. -D. Reiss

A Course on Point Processes (eBook, PDF)

• Format: PDF

Produktbeschreibung

This graduate-level textbook provides a straight-forward and mathematically rigorous introduction to the standard theory of point processes. The author's aim is to present an account which concentrates on the essentials and which places an emphasis on conveying an intuitive understanding of the subject. As a result, it provides a clear presentation of how statistical ideas can be viewed from this perspective.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 253
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9781461393085
• Artikelnr.: 44183324

Inhaltsangabe

I An Introduction to Point Processes.- 1 Strong Approximation.- 2 Poisson and Cox Processes.- 3 Densities and Distances.- II Point Processes in Action.- 4 Nonparametric Curve Estimation.- 5 Sampling from Finite Populations.- 6 Extreme Value Models.- 7 Image Restoration, Spatial Statistics.- III An Outlook on Further Important Approaches.- 8 Weak Approximation.- 9 Counting Processes and Martingales.- Author Index.