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Volumn 6, Issue 1, 2001, Pages 84-110

Three-way component analysis: Principles and illustrative application

Author keywords

[No Author keywords available]

Indexed keywords

ANALYSIS OF VARIANCE; FACTORIAL ANALYSIS; HUMAN; REVIEW; STATISTICAL ANALYSIS; STATISTICAL MODEL;

EID: 85047681558     PISSN: 1082989X     EISSN: None     Source Type: Journal    
DOI: 10.1037/1082-989X.6.1.84     Document Type: Article
Times cited : (124)

References (28)
  • 1
    • 0008754405 scopus 로고
    • Statistical aspects of a three-mode factor analysis model
    • Bentler, P. M., & Lee, S.-Y. (1978). Statistical aspects of a three-mode factor analysis model. Psychometrika, 43, 343-352.
    • (1978) Psychometrika , vol.43 , pp. 343-352
    • Bentler, P.M.1    Lee, S.-Y.2
  • 3
    • 34250499792 scopus 로고
    • Analysis of individual differences in multidimensional scaling via an N-way generalization of Eckart-Young decomposition
    • Carroll, J. D., & Chang, J.-J. (1970). Analysis of individual differences in multidimensional scaling via an N-way generalization of "Eckart-Young" decomposition. Psychometrika, 35, 283-319.
    • (1970) Psychometrika , vol.35 , pp. 283-319
    • Carroll, J.D.1    Chang, J.-J.2
  • 4
    • 0002979498 scopus 로고
    • The meaning and strategic use of factor analysis
    • R. B. Cattell (Ed.), Chicago: Rand McNally
    • Cattell, R. B. (1966). The meaning and strategic use of factor analysis. In R. B. Cattell (Ed.), Handbook of multivariate experimental psychology (pp. 174-243). Chicago: Rand McNally.
    • (1966) Handbook of Multivariate Experimental Psychology , pp. 174-243
    • Cattell, R.B.1
  • 7
    • 0022530309 scopus 로고
    • Efficient statistical modeling of longitudinal data
    • Goldstein, H. (1986). Efficient statistical modeling of longitudinal data. Annals of Human Biology, 13, 129-141.
    • (1986) Annals of Human Biology , vol.13 , pp. 129-141
    • Goldstein, H.1
  • 8
    • 0000350547 scopus 로고
    • Oblique factor analytic solutions by orthogonal transformations
    • Harris, C. W., & Kaiser, H. F. (1964). Oblique factor analytic solutions by orthogonal transformations. Psychometrika, 29, 347-362.
    • (1964) Psychometrika , vol.29 , pp. 347-362
    • Harris, C.W.1    Kaiser, H.F.2
  • 9
    • 0002740437 scopus 로고
    • Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-mode factor analysis
    • Harshman, R. A. (1970). Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-mode factor analysis. UCLA Working Papers in Phonetics, 16, 1-84.
    • (1970) UCLA Working Papers in Phonetics , vol.16 , pp. 1-84
    • Harshman, R.A.1
  • 10
    • 0001961387 scopus 로고
    • An application of PARAFAC to a small sample problem, demonstrating preprocessing, orthogonality constraints, and split-half diagnostic techniques
    • H. G. Law, C. W. Snyder, J. A. Hattie, & R. P. McDonald (Eds.), New York: Praeger
    • Harshman, R. A., & DeSarbo, W. S. (1984). An application of PARAFAC to a small sample problem, demonstrating preprocessing, orthogonality constraints, and split-half diagnostic techniques. In H. G. Law, C. W. Snyder, J. A. Hattie, & R. P. McDonald (Eds.), Research methods for multimode data analysis (pp. 602-642). New York: Praeger.
    • (1984) Research Methods for Multimode Data Analysis , pp. 602-642
    • Harshman, R.A.1    Desarbo, W.S.2
  • 11
    • 0002549412 scopus 로고
    • Data preprocessing and the extended PARAFAC model
    • H. G. Law, C. W. Snyder, J. A. Hattie, & R. P. McDonald (Eds.), New York: Praeger
    • Harshman, R. A., & Lundy, M. E. (1984). Data preprocessing and the extended PARAFAC model. In H. G. Law, C. W. Snyder, J. A. Hattie, & R. P. McDonald (Eds.), Research methods for multimode data analysis (pp. 216-284). New York: Praeger.
    • (1984) Research Methods for Multimode Data Analysis , pp. 216-284
    • Harshman, R.A.1    Lundy, M.E.2
  • 12
    • 34250922831 scopus 로고
    • The varimax criterion for analytic rotation in factor analysis
    • Kaiser, H. F. (1958). The varimax criterion for analytic rotation in factor analysis. Psychometrika, 23, 187-200.
    • (1958) Psychometrika , vol.23 , pp. 187-200
    • Kaiser, H.F.1
  • 13
    • 0032272113 scopus 로고    scopus 로고
    • Joint orthomax rotation of the core and component matrices resulting from three-mode principal components analysis
    • Kiers, H. A. L. (1998). Joint orthomax rotation of the core and component matrices resulting from three-mode principal components analysis. Journal of Classification, 15, 245-263.
    • (1998) Journal of Classification , vol.15 , pp. 245-263
    • Kiers, H.A.L.1
  • 14
    • 0033658378 scopus 로고    scopus 로고
    • Displaying results from three-way methods
    • Kiers, H. A. L. (2000). Displaying results from three-way methods. Journal of Chemometrics, 14, 151-170.
    • (2000) Journal of Chemometrics , vol.14 , pp. 151-170
    • Kiers, H.A.L.1
  • 16
    • 0002332422 scopus 로고
    • Principal component analysis of three-mode data by means of alternating least squares algorithms
    • Kroonenberg, P. M., & De Leeuw, J. (1980). Principal component analysis of three-mode data by means of alternating least squares algorithms. Psychometrika, 45, 69-97.
    • (1980) Psychometrika , vol.45 , pp. 69-97
    • Kroonenberg, P.M.1    De Leeuw, J.2
  • 18
    • 84875379930 scopus 로고
    • Natick, MA: Author
    • MATLAB Inc. (1994). MATLAB. Natick, MA: Author.
    • (1994) MATLAB
    • Matlab, I.1
  • 19
    • 84954733489 scopus 로고
    • Structural equation models of factorial invariance in parallel proportional profiles and oblique confactor problems
    • McArdle, J. J., & Cattell, R. B. (1994). Structural equation models of factorial invariance in parallel proportional profiles and oblique confactor problems. Multivariate Behavioral Research, 29, 63-113.
    • (1994) Multivariate Behavioral Research , vol.29 , pp. 63-113
    • McArdle, J.J.1    Cattell, R.B.2
  • 20
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • Pearson, K. (1901). On lines and planes of closest fit to systems of points in space. Philosophical Magazine, 2, 559-572.
    • (1901) Philosophical Magazine , vol.2 , pp. 559-572
    • Pearson, K.1
  • 21
    • 0003465714 scopus 로고
    • Rotation to perfect congruence and cross-validation of component weights across populations
    • Ten Berge, J. M. F. (1986). Rotation to perfect congruence and cross-validation of component weights across populations. Multivariate Behavioral Research, 21, 41-64.
    • (1986) Multivariate Behavioral Research , vol.21 , pp. 41-64
    • Ten Berge, J.M.F.1
  • 22
    • 0000311581 scopus 로고
    • Some additional results on principal components analysis of three-mode data by means of alternating least squares
    • Ten Berge, J. M. F., De Leeuw, J., & Kroonenberg, P. M. (1987). Some additional results on principal components analysis of three-mode data by means of alternating least squares. Psychometrika, 52, 183-191.
    • (1987) Psychometrika , vol.52 , pp. 183-191
    • Ten Berge, J.M.F.1    De Leeuw, J.2    Kroonenberg, P.M.3
  • 24
    • 0034183641 scopus 로고    scopus 로고
    • Three mode principal component analysis: Indicating the numbers of components and sensitivity to local optima
    • Timmerman, M. E., & Kiers, H. A. L. (2000). Three mode principal component analysis: Indicating the numbers of components and sensitivity to local optima. British Journal of Mathematical and Statistical Psychology, 53, 1-16.
    • (2000) British Journal of Mathematical and Statistical Psychology , vol.53 , pp. 1-16
    • Timmerman, M.E.1    Kiers, H.A.L.2
  • 26
    • 0002200027 scopus 로고
    • Implications of factor analysis of three-way matrices for measurement of change
    • C. W. Harris (Ed.), Madison: University of Wisconsin Press
    • Tucker, L. R. (1963). Implications of factor analysis of three-way matrices for measurement of change. In C. W. Harris (Ed.), Problems in measuring change (pp. 122-137). Madison: University of Wisconsin Press.
    • (1963) Problems in Measuring Change , pp. 122-137
    • Tucker, L.R.1
  • 27
    • 0013953617 scopus 로고
    • Some mathematical notes on three-mode factor analysis
    • Tucker, L. R. (1966). Some mathematical notes on three-mode factor analysis. Psychometrika, 31, 279-311.
    • (1966) Psychometrika , vol.31 , pp. 279-311
    • Tucker, L.R.1
  • 28
    • 0033246199 scopus 로고    scopus 로고
    • Individual differences in anxiety responses to stressful situations: A three-way component analysis model
    • Van Mechelen, I., & Kiers, H. A. L. (1999). Individual differences in anxiety responses to stressful situations: A three-way component analysis model. European Journal of Personality, 13, 409-428.
    • (1999) European Journal of Personality , vol.13 , pp. 409-428
    • Van Mechelen, I.1    Kiers, H.A.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.