Discuss fundamental ideas of MDS, particularly MDS as a data visualization tool in the context of big data is highlighted. Similarities and differences between MDS, factor analysis, and cluster analysis are discussed.
KeywordMDS Visualization Factor analysis Cluster analysis
- Borsboom, D., & Cramer, A. O. J. (2014). Network analysis: An integrative approach to the structure of psychopathology. Annual Review of Clinical Psychology, 9, 91–121. https://doi.org/10.1146/annurev-clinpsy-050212-185608.CrossRefGoogle Scholar
- McNally, R., Robinaugh, D. J., Wu, W. G. Y., Wang, L., Deserno, M. K., & Borsboom, D. (2015). Mental disorders as causal systems: A network approach to posttraumatic stress disorder. Psychological Science, 3, 836–849.Google Scholar
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