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A Course on Point Processes - REISS, R.-D.
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REISS, R.-D.:

A Course on Point Processes - hardcover

1993, ISBN: 0387979247

[EAN: 9780387979243], Gebraucht, wie neu, [PU: Springer, New York], STATISTICS, NONPARAMETRIC CURVE ESTIMATION, EXTREME VALUES, FINITE POPULATIONS, PROBABILITY, x, [2], 253 p. 24 cm., Books

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REISS, R. D.,BERGER, J. O.,FIENBERG, STEPHEN E.,GANI, J.,KRICKEBERG, K.,OLKIN, INGRAM,SINGER, B.,:

A COURSE ON POINT PROCESSES (SPRINGER SERIES IN STATISTICS) - hardcover

ISBN: 9780387979243

Springer, 1992. 1st. Hardcover. New/New., Springer, 1992, 6

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Reiss, R. D.,Berger, J. O.,Fienberg, Stephen E.,Gani, J.,Krickeberg, K.,Olkin, Ingram,Singer, B.,:
A Course On Point Processes (springer Series In Statistics) - hardcover

ISBN: 9780387979243

Springer, 1992. 1st. Hardcover. New., Springer, 1992, 6

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Reiss, R. D.,Berger, J. O.,Fienberg, Stephen E.,Gani, J.,Krickeberg, K.,Olkin, Ingram,Singer, B.,:
A Course On Point Processes (springer Series In Statistics) - hardcover

ISBN: 9780387979243

Springer, 1992. 1st. Hardcover. New., Springer, 1992, 6

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Reiss, R. D.,Berger, J. O.,Fienberg, Stephen E.,Gani, J.,Krickeberg, K.,Olkin, Ingram,Singer, B.,:
A Course On Point Processes (springer Series In Statistics) - hardcover

ISBN: 9780387979243

Hardcover. New., 6

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Details of the book
A Course on Point Processes (Springer Series in Statistics)

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 and particular topics covered include the theory of extreme values and sampling from finite populations. Prerequisites are that the reader has a basic grounding in the mathematical theory of probability and statistics, but otherwise the book is self-contained. It arises from courses given by the author over a number of years and includes numerous exercises ranging from simple computations to more challenging explorations of ideas from the text.

Details of the book - A Course on Point Processes (Springer Series in Statistics)


EAN (ISBN-13): 9780387979243
ISBN (ISBN-10): 0387979247
Hardcover
Publishing year: 1993
Publisher: Springer-verlag

Book in our database since 2008-04-10T12:04:44+01:00 (London)
Detail page last modified on 2022-11-30T22:26:31+00:00 (London)
ISBN/EAN: 0387979247

ISBN - alternate spelling:
0-387-97924-7, 978-0-387-97924-3
Alternate spelling and related search-keywords:
Book author: reiss, reiß, krickeberg, berger
Book title: point zero, course point processes


Information from Publisher

Author: R.-D. Reiss
Title: Springer Series in Statistics; A Course on Point Processes
Publisher: Springer; Springer US
253 Pages
Publishing year: 1992-12-18
New York; NY; US
Weight: 0,560 kg
Language: English
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.

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