Matechou, Eleni, Liu, Ivy, Fernandez, Daniel, Farias, Miguel, Gjelsvik, Bergljot (2016) Biclustering models for two-mode ordinal data. Psychometrika, . ISSN 0033-3123. E-ISSN 1860-0980. (doi:10.1007/s11336-016-9503-3)
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| Official URL http://link.springer.com/article/10.1007/s11336-01... |
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Abstract
The work in this paper introduces finite mixture models that can be used to simul-
such as those resulting from Likert scale responses. We use the popular proportional
in the data. Model-fitting is performed using the EM algorithm and a fuzzy allocation
models is evaluated in a simulation study and demonstrated using two real data sets.
| Item Type: | Article |
|---|---|
| DOI/Identification number: | 10.1007/s11336-016-9503-3 |
| Uncontrolled keywords: | EM algorithm; fuzzy clustering; Likert scale; proportional odds; SEAK |
| Subjects: | Q Science > QA Mathematics (inc Computing science) > QA276 Mathematical statistics |
| Divisions: | Faculties > Sciences > School of Mathematics Statistics and Actuarial Science > Statistics |
| Depositing User: | Eleni Matechou |
| Date Deposited: | 08 Jun 2015 09:11 UTC |
| Last Modified: | 31 Oct 2019 12:47 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/48948 (The current URI for this page, for reference purposes) |
| Matechou, Eleni: |  https://orcid.org/0000-0003-3626-844X |
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