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A Course on Point Processes Book

A Course on Point Processes
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A Course on Point Processes, 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 con, A Course on Point Processes
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  • A Course on Point Processes
  • Written by author R.-D. Reiss
  • Published by Springer-Verlag New York, LLC, 7/31/2012
  • 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 con
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Book Categories

Authors

Preface
List of Special Symbols
I An Introduction to Point Processes 1
1 Strong Approximation 3
2 Poisson and Cox Processes 45
3 Densities and Distances 77
II Point Processes in Action 95
4 Nonparametric Curve Estimation 97
5 Sampling from Finite Populations 111
6 Extreme Value Models 137
7 Image Restoration, Spatial Statistics 157
III An Outlook on Further Important Approaches 205
8 Weak Approximation 207
9 Counting Processes and Martingales 225
Bibliography 237
Author Index 245
Subject Index 248


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A Course on Point Processes, 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 con, A Course on Point Processes

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A Course on Point Processes, 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 con, A Course on Point Processes

A Course on Point Processes

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A Course on Point Processes, 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 con, A Course on Point Processes

A Course on Point Processes

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