Publication: Dandelion plot: a method for the visualization of R-mode exploratory factor analyses
dc.contributor.coauthor | Çene, Erhan | |
dc.contributor.coauthor | Sedef, Ahmet | |
dc.contributor.coauthor | Demir, İbrahim | |
dc.contributor.department | Graduate School of Sciences and Engineering | |
dc.contributor.kuauthor | Manukyan, Artur | |
dc.contributor.schoolcollegeinstitute | GRADUATE SCHOOL OF SCIENCES AND ENGINEERING | |
dc.date.accessioned | 2024-11-09T23:36:28Z | |
dc.date.issued | 2014 | |
dc.description.abstract | One of the important aspects of exploratory factor analysis (EFA) is to discover underlying structures in real life problems. Especially, R-mode methods of EFA aim to investigate the relationship between variables. Visualizing an efficient EFA model is as important as obtaining one. A good graph of an EFA should be simple, informative and easy to interpret. A few number of visualization methods exist. Dandelion plot, a novel method of visualization for R-mode EFA, is used in this study, providing a more effective representation of factors. With this method, factor variances and factor loadings can be plotted on a single window. The representation of both positivity and negativity among factor loadings is another strength of the method. | |
dc.description.indexedby | WOS | |
dc.description.indexedby | Scopus | |
dc.description.issue | 6 | |
dc.description.openaccess | NO | |
dc.description.publisherscope | International | |
dc.description.sponsoredbyTubitakEu | N/A | |
dc.description.volume | 29 | |
dc.identifier.doi | 10.1007/s00180-014-0518-x | |
dc.identifier.eissn | 1613-9658 | |
dc.identifier.issn | 0943-4062 | |
dc.identifier.quartile | Q3 | |
dc.identifier.scopus | 2-s2.0-84912005850 | |
dc.identifier.uri | https://doi.org/10.1007/s00180-014-0518-x | |
dc.identifier.uri | https://hdl.handle.net/20.500.14288/12662 | |
dc.identifier.wos | 345099200019 | |
dc.keywords | EFA | |
dc.keywords | Data visualization | |
dc.keywords | R-mode methods | |
dc.language.iso | eng | |
dc.publisher | Springer Heidelberg | |
dc.relation.ispartof | Computational Statistics | |
dc.subject | Statistics | |
dc.subject | Probability | |
dc.title | Dandelion plot: a method for the visualization of R-mode exploratory factor analyses | |
dc.type | Journal Article | |
dspace.entity.type | Publication | |
local.contributor.kuauthor | Manukyan, Artur | |
local.publication.orgunit1 | GRADUATE SCHOOL OF SCIENCES AND ENGINEERING | |
local.publication.orgunit2 | Graduate School of Sciences and Engineering | |
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