Network Analysis Workshop

Taipei, 2019

Literature and references

These links give a comprehensive overview of the materials covered in the workshop.

• Network analysis cookbook
• Network Psychometrics dissertation
• Not a network psychometrics handbook

Session 1: Introduction & Theoretical Foundations of Network Analysis 

• Taught by: Adela Isvoranu
• Lecture Slides
• Practical Exercises – Data to be used in the practical
• Practical Solutions
• Drawing Networks using qgraph – Help file
• Literature
  • Borsboom, D. (2017). A network theory of mental disorders. World Psychiatry, 16, 5–13.
  • Epskamp, S., Kruis, J., & Marsman, M. (2017). Estimating psychopathological networks: be careful what you wish for. PlosOne  12(6): e0179891.
  • Fried, E. I., van Borkulo, C. D., Cramer, A. O. J., Lynn, B., Schoevers, R. A., Borsboom, D. (2016). Mental disorders as networks of problems: a review of recent insights. Social Psychiatry and Psychiatric Epidemiology.
  • Opsahl, T., Agneessens, F., & Skvoretz, J. (2010). Node centrality in weighted networks: Generalizing degree and shortest paths. Social networks, 32(3), 245-251.
  • Isvoranu, A. M., Boyette, L.L., Guloksuz, S., Borsboom, D. (2017). Network Models of Psychosis. Upcoming book chapter in Dimension of Psychosis. Oxford, United Kingdom: Oxford University Press. 
  • Airbnb Network
  • Collaborator Network

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JASP

Jasp is an open-source and free point and click interface for performing state of the art statistical analyses, developed at the University of Amsterdam. The great team of Jasp has recently implemented the first version of a network module! Feel free to try out the JASP 0.11.1 version, and let us know what you think!

• Windows & Mac: https://jasp-stats.org/download/
• Example data file
• Example JASP save file