A Course on Point Processes - copertina rigida, flessible

EAN (ISBN-13): 9780387979243
ISBN (ISBN-10): 0387979247
Copertina rigida
Anno di pubblicazione: 1993
Editore: Springer-verlag

Libro nella banca dati dal 2008-04-10T13:04:44+02:00 (Rome)
Pagina di dettaglio ultima modifica in 2022-11-30T23:26:31+01:00 (Rome)
ISBN/EAN: 0387979247

ISBN - Stili di scrittura alternativi:
0-387-97924-7, 978-0-387-97924-3
Stili di scrittura alternativi e concetti di ricerca simili:
Autore del libro : reiss, reiß, krickeberg, berger
Titolo del libro: point zero, course point processes

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Dati dell'editore

Autore: R.-D. Reiss
Titolo: Springer Series in Statistics; A Course on Point Processes
Editore: Springer; Springer US
253 Pagine
Anno di pubblicazione: 1992-12-18
New York; NY; US
Peso: 0,560 kg
Lingua: Inglese
85,55 € (DE)
87,95 € (AT)
106,60 CHF (CH)
Not available, publisher indicates OP

BB; Book; Hardcover, Softcover / Mathematik/Sonstiges; Angewandte Mathematik; Verstehen; computation; Martingale; Mathematica; design; Statistica; probability; statistics; counting process; form; theorem; DEX; Finite; Outlook; presentation; boundary element method; B; Applications of Mathematics; Mathematics and Statistics; BC; EA

I An Introduction to Point Processes.- 1 Strong Approximation.- 1.1 Motivation and Basic Concepts.- 1.2 The Poisson Process: Finite Intensity Measure.- 1.3 Poisson and Binomial Distributions.- 1.4 Approximation of Empirical Processes.- E.1 Exercises and Supplements.- 2 Poisson and Cox Processes.- 2.1 ?-Finite Point Processes.- 2.2 Mixtures of Point Processes.- 2.3 Random Measures.- 2.4 Important Operations.- E.2 Exercises and Supplements.- 3 Densities and Distances.- 3.1 Densities of Point Processes.- 3.2 Distances Between Poisson Processes.- E.3 Exercises and Supplements.- II Point Processes in Action.- 4 Nonparametric Curve Estimation.- 4.1 Nonparametric Intensity Estimation.- 4.2 Nonparametric Regression.- E.4 Exercises and Supplements.- 5 Sampling from Finite Populations.- 5.1 Sampling Designs, Sampling Processes.- 5.2 Superpopulation Models.- 5.3 Campbell Theorem: Finite Populations.- E.5 Exercises and Supplements.- 6 Extreme Value Models.- 6.1 Models for Univariate Exceedances.- 6.2 Multivariate Extreme Value Models.- E.6 Exercises and Supplements.- 7 Image Restoration, Spatial Statistics.- 7.1 Inverse Problems, Missing Data.- 7.2 Transformation of Point Processes.- 7.3 Palm Distribution, Campbell Measure.- 7.4 Gibbs Distributions.- 7.5 Line Processes.- 7.6 Spatial Statistics.- E.7 Exercises and Supplements.- III An Outlook on Further Important Approaches.- 8 Weak Approximation.- 8.1 Basic Technical Concepts.- 8.2 Point Processes of Exceedances.- 8.3 The Global Poissonization Technique.- E.8 Exercises and Supplements.- 9 Counting Processes and Martingales.- 9.1 Compensators and Intensity Processes.- E.9 Exercises and Supplements.- Author Index.
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.