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  Previous issue (2020. Vol. 13, no. 4)


Experimental Psychology (Russia)

Publisher: Moscow State University of Psychology and Education

ISSN (printed version): 2072-7593

ISSN (online): 2311-7036


License: CC BY-NC 4.0

Started in 2008

Published quarterly

Free of fees
Open Access Journal


Application of methods of cluster analysis to data processing in psychological studies 4627


Savchenko T.N.
PhD in Psychology, Associate Professor, Leading Researcher, Institute of Psychology of Russian Academy of Sciences, Moscow, Russia

The author describes the general provisions of the basic characteristics and goals of cluster analysis, and also conducts a comparative analysis of the most used methods of cluster analysis. The article presents standard methods implemented in the most commonly used statistical packages, their development and improvement and describe original methods that are not realized in statistical packages.

Keywords: multivariate data analysis, classification, cluster, models of latent groups, hierarchical agglomeration method, metrics, dendrogram, strategy of unification, distance matrix, iterative procedure, dendrite, evaluation of bound, associative and chain clusters, luster-collection, method of latent classes

Column: Mathematical Methods

For Reference

  1. Vygotskij L.S. Myshlenie i rech'// Sobr. soch.: V 6 T. T. 2. M.: Pedagogika, 1982.
  2. Glinskij V.V., Ionin V.G. Statisticheskij analiz dannyh, M.: Filin, 1998.
  3. Golovina G.M., Krylov V.Yu., Savchenko T.N. Matematicheskie metody v sovremennoi psihologii: status, razrabotka, primenenie. M.: Izd-vo «Institut psihologii RAN», 1995.
  4. Klassifikatsia i klaster. M.: Mir, 1980.
  5. Mnogomernyi statisticheskij analiz v ekonomike. M.: Yuniti, 1999.
  6. Krylov V.Yu., Ostryakova T.V. Matematicheskie metody obrabotki dannyh v psihologicheskih issledovaniyah: novie metody klasternogo analiza na osnove psihologicheskoi teorii razvitiya ponyatij L. S. Vygotskogo // Psihologicheskij zhurnal. 1995. T. 16. № 1.
  7. Blagush P. Faktornyi analiz v obobschenii. M.: Finansy i statistika, 1989.
  8. Lazarfel'd P. Logicheskie i matematicheskie osnovaniya latentno-strukturnogo analiza // Matematicheskie metody v sovremennoi burzhuaznoi sociologii. M. «Progress», 1996.
  9. Plyuta V. Sravnitel'nyi mnogomernyi analiz modelirovanij. Psihologicheskie izmereniya. M.: Mir., 1967.
  10. Savchenko T.N., Rasskazova N.P. Primenenie metoda klasternogo analiza dlya izucheniya otnosheniya shkol'nikov k komp'yuteru // Matematicheskie metody v issledovaniyah individual'noi i gruppovoi deyatel'nosti, M: Institut psihologii AN SSSR, 1990.

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