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Statistical Analysis of Network Data

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Cover of 'Statistical Analysis of Network Data'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction and Overview
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    Chapter 2 Preliminaries
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    Chapter 3 Mapping Networks
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    Chapter 4 Descriptive Analysis of Network Graph Characteristics
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    Chapter 5 Sampling and Estimation in Network Graphs
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    Chapter 6 Models for Network Graphs
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    Chapter 7 Network Topology Inference
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    Chapter 8 Modeling and Prediction for Processes on Network Graphs
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    Chapter 9 Analysis of Network Flow Data
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    Chapter 10 Graphical Models
Attention for Chapter 8: Modeling and Prediction for Processes on Network Graphs
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