MGT-780 by Steve Borgatti: An introduction to social network analysis, spanning analysis techniques from individual nodes to group dynamics, incorporating descriptive and inferential methodologies.
- Introduction
- Some theories
- Research design
- Network data
- Math foundations
- Multivariate techniques in SNA
- Visualization
- Testing hypotheses
- Group-level measures
- Community detection (subgroups)
- Local node-level measures (egonet measures)
- Structural holes
- Centrality
- Exponential random graph model (ERGM)
- Stochastic actor-oriented model (SAOM)
- UCINET tutorial