Multiple Correspondence Analysis as a Tool for Quantification or Classification of Career Data

作者: Peter G. M. van der Heijden , Joop Teunissen , Charles van Orlé

DOI: 10.3102/10769986022004447

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摘要: Career data of an individual are defined by counts that describe the amount of time an individual has spent in each of a number of mutually exclusive states. It is argued that correspondence analysis is particularly suited to such data, and this is illustrated by an example from educational careers. Furthermore it is shown that correspondence analysis can be used for a quantification of individual careers into one or more scores, or a classification, that can then be used in further analyses.

参考文章(21)
Peter G. M. van der Heijden, Correspondence analysis of longitudinal categorical data DSWO Press. ,(1987)
Monica Th. Markus, Bootstrap confidence regions in nonlinear multivariate analysis DSWO Press, Leiden University. ,(1994)
I. Kreft, P.G.M. Van der Heijden, J. De Leeuw, Homogeneity analysis of event history data Methods of Operations Research 50. pp. 299- 316 ,(1985)
Peter G. M. van der Heijden, Jan de Leeuw, Correspondence Analysis, with Special Attention to the Analysis of Panel Data and Event History Data Sociological Methodology. ,vol. 19, pp. 43- 87 ,(1989) , 10.2307/270948
J.-C. Deville, G. Saporta, Correspondence analysis, with an extension towards nominal time series Journal of Econometrics. ,vol. 22, pp. 169- 189 ,(1983) , 10.1016/0304-4076(83)90098-2
Michael J. Greenacre, The Carroll-Green-Schaffer Scaling in Correspondence Analysis: A Theoretical and Empirical Appraisal: Journal of Marketing Research. ,vol. 26, pp. 358- 365 ,(1989) , 10.1177/002224378902600310
Gilbert Saporta, Jean-Marie Bouroche, L'analyse des données Dossier Pour la Science. ,(1983)
Ronald G. Stansfield, Sociological Methodology 1982 Journal of the Operational Research Society. ,vol. 34, pp. 177- 178 ,(1983) , 10.1057/JORS.1983.42
Alan Agresti, Abby Israels, Eigenvalue techniques for qualitative data Journal of the American Statistical Association. ,vol. 83, pp. 1221- ,(1988) , 10.2307/2290172