图书简介

Series Editor’s Introduction \\ About the Authors \\ Acknowledgments \\ Chapter 1. Introduction to Social Network Analysis \\ Chapter 2. Network Fundamentals \\ 2.1. Underlying Assumptions \\ 2.2. Entities and Relations \\ 2.3. Networks \\ 2.4. Research Design Elements \\ Chapter 3. Data Collection \\ 3.1. Boundary Specification \\ 3.2. Data Collection Procedures \\ 3.3. Cognitive Social Structure \\ 3.4. Missing Data \\ 3.5. Measurement Error \\ 3.6. Collecting Network Data \\ Chapter 4. Basic Methods for Analyzing Networks \\ 4.1. Network Representation: Graphs and Matrices \\ 4.2. Nodes: Centrality, Power, Prestige \\ 4.3. Dyads: Walk, Path, Distance, Reachability \\ 4.4. Subgroups: Transitivity and Cliques \\ 4.5. Whole Networks: Size, Density, Centralization \\ 4.6. Structural, Regular, and Automorphic Equivalence \\ Chapter 5. Advanced Methods for Analyzing Networks \\ 5.1. Ego-Nets \\ 5.2. Visualizations: Clustering, MDS, Blockmodels \\ 5.3. Two-Mode and 3-Mode Networks \\ 5.4. Community Detection \\ 5.5. Exponential Random Graph Models (ERGMs) \\ 5.6. Future Directions in Network Analysis \\ Appendix: Social Network Analysis Software Packages \\ References \\ Index

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