Abstract
Factor analysis has been proposed and used as a method of statistical analysis of several measurements made on one individual repeatedly over time. This paper discusses some difficulties in applying factor analysis to multiple time series and attempts to indicate to what extent such methods can accomplish the goals of time series analysis. Some other methods are suggested.
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References
Anderson, T. W.An introduction to multivariate statistical analysis. New York: Wiley, 1958.
Anderson, T. W.An introduction to the statistical analysis of time series. (In preparation)
Anderson, T. W. and Rubin, H. Statistical inference in factor analysis.Proceedings of the Third Berkeley Symposium in Mathematical Statistics and Probability, Vol. V. Berkeley and Los Angeles: Univer. California Press, pp. 111–150, 1956.
Cattell, R. B.Factor analysis; an introduction and manual for the psychologist and social scientist. New York: Harper, 1952.
Cattell, R. B.Personality and motivation: structure and measurement. Yonkers-on-Hudson: World Book, 1957.
Cattell, R. B. The potentialities ofP-technique deduced from research applications. (Unpublished)
Damarin, F. L., Jr. The factor analysis of time series as applied to a problem in cancer chemotherapy. (Unpublished)
Frisch, R.Statistical confluence analysis by means of complete regression systems. Oslo: Universitetets Okonomiske Institutt, 1934.
Hannan, E. J.Time series analysis. London: Methuen, 1960.
Holtzman, W. H. Methodological issues inP-technique. (Unpublished).
Hood, W. C. and Koopmans, T. C.Studies in econometric method. Cowles Commission Monograph No. 14. New York: Wiley, 1953.
Klein, L. R.A textbook of econometrics. Evanston: Row, Peterson, 1953.
Mefferd, R. B., Moran, L. J., and Kimble, J. P. Use of a factor analytic technique in the analysis of long term repetitive measurements made upon a single schizophrenic patient. (Unpublished)
Wold, H. O. A. Ends and means in econometric model building.Probability and statistics. The Harald Cramer volume. New York: Wiley, 1960. Pp. 355–434.
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Research sponsored by contract AF41(657)-214 between the USAF School of Aerospace Medicine and Teachers College, Columbia University.
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Anderson, T.W. The use of factor analysis in the statistical analysis of multiple time series. Psychometrika 28, 1–25 (1963). https://doi.org/10.1007/BF02289543
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DOI: https://doi.org/10.1007/BF02289543