Book Volume 65 2014

Statistical Analysis of Network Data with R

Authors:

ISBN: 978-1-4939-0982-7 (Print) 978-1-4939-0983-4 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xiii

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  2. No Access

    Chapter

    Pages 1-11

    Introduction

    Eric D. Kolaczyk, Gábor Csárdi

  3. No Access

    Chapter

    Pages 13-28

    Manipulating Network Data

    Eric D. Kolaczyk, Gábor Csárdi

  4. No Access

    Chapter

    Pages 29-41

    Visualizing Network Data

    Eric D. Kolaczyk, Gábor Csárdi

  5. No Access

    Chapter

    Pages 43-67

    Descriptive Analysis of Network Graph Characteristics

    Eric D. Kolaczyk, Gábor Csárdi

  6. No Access

    Chapter

    Pages 69-83

    Mathematical Models for Network Graphs

    Eric D. Kolaczyk, Gábor Csárdi

  7. No Access

    Chapter

    Pages 85-109

    Statistical Models for Network Graphs

    Eric D. Kolaczyk, Gábor Csárdi

  8. No Access

    Chapter

    Pages 111-134

    Network Topology Inference

    Eric D. Kolaczyk, Gábor Csárdi

  9. No Access

    Chapter

    Pages 135-159

    Modeling and Prediction for Processes on Network Graphs

    Eric D. Kolaczyk, Gábor Csárdi

  10. No Access

    Chapter

    Pages 161-178

    Analysis of Network Flow Data

    Eric D. Kolaczyk, Gábor Csárdi

  11. No Access

    Chapter

    Pages 179-195

    Dynamic Networks

    Eric D. Kolaczyk, Gábor Csárdi

  12. Back Matter

    Pages 197-207

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