A Course on Point Processes

Authors:

ISBN: 978-1-4613-9310-8 (Print) 978-1-4613-9308-5 (Online)

Table of contents (9 chapters)

  1. Front Matter

    Pages i-xi

  2. An Introduction to Point Processes

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-44

      Strong Approximation

    3. No Access

      Book Chapter

      Pages 45-76

      Poisson and Cox Processes

    4. No Access

      Book Chapter

      Pages 77-93

      Densities and Distances

  3. Point Processes in Action

    1. Front Matter

      Pages 95-95

    2. No Access

      Book Chapter

      Pages 97-110

      Nonparametric Curve Estimation

    3. No Access

      Book Chapter

      Pages 111-136

      Sampling from Finite Populations

    4. No Access

      Book Chapter

      Pages 137-156

      Extreme Value Models

    5. No Access

      Book Chapter

      Pages 157-204

      Image Restoration, Spatial Statistics

  4. An Outlook on Further Important Approaches

    1. Front Matter

      Pages 205-205

    2. No Access

      Book Chapter

      Pages 207-224

      Weak Approximation

    3. No Access

      Book Chapter

      Pages 225-236

      Counting Processes and Martingales

  5. Back Matter

    Pages 237-255