Escalamiento multidimensionalConcepto y aplicaciones

  1. Arce Fernández, Constantino
  2. Francisco Palacios, Cristina de
  3. Arce, Iria
Journal:
Papeles del psicólogo

ISSN: 0214-7823,  1886-1415

Year of publication: 2010

Issue Title: Metodología al servicio del psicólogo

Volume: 31

Issue: 1

Pages: 46-56

Type: Article

DIALNET GOOGLE SCHOLAR lock_openOpen access editor

More publications in: Papeles del psicólogo

Abstract

The present article offers a conceptual, and at the same time operative, vision of the concept of multidimensional scaling. In the manner it is presented, the aim is, firstly, to help interested psychologists understand what the multidimensional scaling model is, using a number of simple, intuitive examples; and, secondly, for them to acquire the competence required to resolved different problems in multidimensional scaling through the use of specific software. The aim is also to download the presentation of mathematical formulae and method, without renouncing the methodological rigour that the subject demands.

Bibliographic References

  • Arabie, P., Carroll, J.D., y DeSarbo, W.S. (1987). Threeway scaling and clustering. Newbury Park, CA: Sage.
  • Arce, C. (1993). Escalamiento multidimensional: una técnica multivariante para el análisis de datos de proximidad y preferencia. Barcelona: Promociones y Publicaciones Universitarias (PPU).
  • Arce, C. (1994). Técnicas de construcción de escalas psicológicas. Madrid: Editorial Síntesis.
  • Bennett, J.F., y Hays, W.L. (1960). Multidimensional unfolding: determining the dimensionality of ranked preference data. Psychometrika, 25, 27-43.
  • Borg, I., y Groenen, P.J.F. Modern multidimensional scaling. Theory and applications. Nueva York: Springer.
  • Buja, A., y Swayne, D.F. (2002). Visualization methodology for multidimensional scaling. Journal of Classification, 19, 7-44.
  • Carroll, J.D. (1980). Models and methods for multidimensional analysis of preferential choice (or other dominance) data. En E.D. Lantermann y H. Feger (Eds.), Similarity and choice (pp. 234-289). Viena: Hans Huber.
  • Carroll, J.D. y Chang, J.J. (1970). Analysis of individual differences in multidimensional scaling via N-way generalization of Eckart-Young decomposition. Psychometrika, 35, 283-319.
  • Commandeur, J.J.F., y Heiser, W.J. (1993). Mathematical derivations in the proximity scaling (PROXSCAL) of symmetric data matrices. Tech. Rep. No. RR-93-03. Leiden, The Netherlands: Department of Data Theory, Leiden University.
  • Coxon. A.P.M. (2004). Multidimensional Scaling. En M.S. Lewis-Beck, A. Bryman, y T. F. Liao (Eds.), The Sage Encyclopedia of Social Science Research Methods. Thousand Oaks: Sage.
  • De Leeuw, J., y Heiser, W.J. (1980). Multidimensional scaling with restrictions on the configuration. En P.R. Krishnaiah (Ed.), Multivariate analysis (Vol. V, pp. 501-522). Amsterdam, Holanda: North-Holland.
  • Green, P.E., Carmone, F.J., y Smith, S.M. (1989). Multidimensional scaling. Concepts and applications. Boston: Allyn and Bacon.
  • Kruskal, J.B. (1964a). Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika, 29, 1-27.
  • Kruskal, J.B. (1964b). Nonmetric multidimensional scaling: a numerical method. Psychometrika, 29, 115- 129.
  • Kruskal, J.B., y Wish, M. (1978). Multidimensional scaling. Newbury Park, CA: Sage.
  • Meulman, J.J., Heiser, W.J. y SPSS (1999). SPSS Categories 10.0. Chicago: SPSS.
  • Ramsay, J.O. (1977). Maximun likelihood estimation in multidimensional scaling. Psychometrika, 42, 241- 266.
  • Sabucedo, J.M. , y Arce, C. (1990). Types of political participation: a multidimensional analysis. European Journal of Political Research, 20, 93-102.
  • Shepard, R.N. (1962). The analysis of proximities: multidimensional scaling with an unknown distances function (I y II). Psychometrika, 27, 125-139, 219-246.
  • Takane, Y., Young, F.W., y De Leeuw, J. (1977). Nonmetric individual differences multidimensional scaling: an alternating least-squares method with optimal scaling features. Psychometrika, 42, 7-67.
  • Torgerson, W.S. (1958). Theory and methods of scaling. Nueva York: Wiley.
  • Tucker, L.R. (1960). Intra-individual and inter-individual multidimensionality, en H. Gulliksen y S. Messick (Eds.), Psychological scaling: theory and applications (pp. 155-167). Nueva York: Wiley.
  • Wish, M., Deutsch, M. y Kaplan, S.J. (1976). Perceived dimensions of interpersonal relations. Journal of Personality and social Psychology, 33, 409-420.
Data source: Dialnet