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391: A Monte Carlo Comparison of Six Clustering Procedures
Abstract
The performance of six hierarchical clustering methods (given by one algorithm, Wishart [1969j) are compared on bivariate and multivariate normal Monte Carlo samples. The methods are stopped with the correct number of clusters and compared with respect to correct classification (placing pairs of points in the same or different clusters correctly or incorrectly) and with each other (both methods agree or disagree in placing a pair of points in the same or differing clusters).
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Citations
Cited by
Rotundo, M., & Sackett, P. R. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.1.66 · Cited by 1,545
Hack, T. F., & Degner, L. F. (2004) · Psycho-Oncology · doi:10.1002/pon.739 · Cited by 244
Clatworthy, J., Hankins, M., Buick, D., Weinman, J., & Horne, R. (2007) · Psychology & Health · doi:10.1080/14768320600774496 · Cited by 92
Patterns of posttraumatic stress symptoms in parents of childhood cancer survivors
Alderfer, M. A., Cnaan, A., Annunziato, R. A., & Kazak, A. E. (2005) · Journal of Family Psychology · doi:10.1037/0893-3200.19.3.430 · Cited by 64
Dwyer, P., Wang, X., De Meo-Monteil, R., Hsieh, F., Saron, C. D., & Rivera, S. M. (2020) · Molecular Autism · doi:10.1186/s13229-020-00352-3 · Cited by 22
Metadata
- Authors
- Kuiper, F. K., & Fisher, L.
- Venue
- Biometrics
- Publisher
- JSTOR
- Published
- 1975-09
- Volume
- 31
- Issue
- 3
- Pages
- 777
- ISSN
- 0006-341X (ISSN-L)
- OpenAlex
- W2326410931
- Cited by
- 258
- References
- 0
- FWCI
- 2.63
- Type
- journal article
- Language
- en
- Open access
- closed
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- Kuiper, F. K., & Fisher, L. (1975). 391: A Monte Carlo Comparison of Six Clustering Procedures. Biometrics. https://doi.org/10.2307/2529565
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
