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17 STATISTICAL MODELS FOR NETWORKS (2019)

17 Statistical Models for Networks from Duke Network Analysis Center

 

Feel free to watch the 2019 lectures on YouTube

https://youtube.com/watch?v=videoseries%3Flist%3DPLwrOoPWTJPLQSmY1iHJjazjeJanEsbLW0

2019 Presentations

00 Automatic Mental Health Classification in Online Settings and Language Embeddings
00 Social Networks of Youth and Young People Who Misuse Prescription Opiods and Heroin
00 Networks of People Who Use Opiods Nonmedically: Reports from Rural Southern Illinois
00 Arrest Networks and the Spread of Violent Victimization
00 Differentiating Between Network Structure and Network Function
01 Add Health Network Data Challenges: IRB and Security Issues
02 Introduction to Social Networks and Health: Key Concepts and Overview
04 Network Data Collection
07 Whole Network Descriptive Statistics
09 Ego Network Analysis
11 Respondent Driven Sampling
13 Community Detection
15 Network Visualization and Communities
17 Statistical Models for Networks
18 Diffusion Models and Peer Influence
19 Electronic Medical Records
20 Network Experiments
22 An Introduction to Stochastic Actor-Oriented Models (SAOM or Siena)
24 The Evolution of Network Thinking
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