Publication:
Dandelion plot: a method for the visualization of R-mode exploratory factor analyses

dc.contributor.coauthorÇene, Erhan
dc.contributor.coauthorSedef, Ahmet
dc.contributor.coauthorDemir, İbrahim
dc.contributor.departmentGraduate School of Sciences and Engineering
dc.contributor.kuauthorManukyan, Artur
dc.contributor.schoolcollegeinstituteGRADUATE SCHOOL OF SCIENCES AND ENGINEERING
dc.date.accessioned2024-11-09T23:36:28Z
dc.date.issued2014
dc.description.abstractOne 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.indexedbyWOS
dc.description.indexedbyScopus
dc.description.issue6
dc.description.openaccessNO
dc.description.publisherscopeInternational
dc.description.sponsoredbyTubitakEuN/A
dc.description.volume29
dc.identifier.doi10.1007/s00180-014-0518-x
dc.identifier.eissn1613-9658
dc.identifier.issn0943-4062
dc.identifier.quartileQ3
dc.identifier.scopus2-s2.0-84912005850
dc.identifier.urihttps://doi.org/10.1007/s00180-014-0518-x
dc.identifier.urihttps://hdl.handle.net/20.500.14288/12662
dc.identifier.wos345099200019
dc.keywordsEFA
dc.keywordsData visualization
dc.keywordsR-mode methods
dc.language.isoeng
dc.publisherSpringer Heidelberg
dc.relation.ispartofComputational Statistics
dc.subjectStatistics
dc.subjectProbability
dc.titleDandelion plot: a method for the visualization of R-mode exploratory factor analyses
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.kuauthorManukyan, Artur
local.publication.orgunit1GRADUATE SCHOOL OF SCIENCES AND ENGINEERING
local.publication.orgunit2Graduate School of Sciences and Engineering
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