Comparing network structures on three aspects: A permutation test.
Centre for Mental Health · University of Amsterdam · +6 more institutions
Abstract
Network approaches to psychometric constructs, in which constructs are modeled in terms of interactions between their constituent factors, have rapidly gained popularity in psychology. Applications of such network approaches to various psychological constructs have recently moved from a descriptive stance, in which the goal is to estimate the network structure that pertains to a construct, to a more comparative stance, in which the goal is to compare network structures across populations. However, the statistical tools to do so are lacking. In this article, we present the network comparison test (NCT), which uses resampling-based permutation testing to compare network structures from two independent,…
Citation impact
- FWCI
- 191.13
- Percentile
- 100%
- References
- 65
Authors
8- CDClaudia D. van BorkuloCorresponding
Centre for Mental Health, University of Amsterdam
- RVRiet van Bork
University of Pittsburgh
- LBLynn Boschloo
- JJJolanda J. Kossakowski
Wetenschappelijk Onderzoek- en Documentatiecentrum, Ministry of Justice, Ministry of Security and Justice
- PTPia Tio
University of Amsterdam
Topics & keywords
- Resampling
- Popularity
- PsycINFO
- Permutation (music)
- Psychology
- Statistical hypothesis testing
- Construct (python library)
- Artificial intelligence