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Volumn 55, Issue 1, 2002, Pages 125-143

Cross-validation by downweighting influential cases in structural equation modelling

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BEHAVIORAL SCIENCE; HUMAN; METHODOLOGY; PSYCHOLOGICAL MODEL; SOCIOLOGY; VALIDATION STUDY;

EID: 0036580596     PISSN: 00071102     EISSN: None     Source Type: Journal    
DOI: 10.1348/000711002159734     Document Type: Article
Times cited : (15)

References (62)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • B. N. Petrov & F. Czáki (Eds.), Budapest: Akademiai Kiadó
    • Akaike, H. (1973). Information theory and an extension of the maximum likelihood principle. In B. N. Petrov & F. Czáki (Eds.), Second International Symposium on Information Theory (pp. 267-281). Budapest: Akademiai Kiadó.
    • (1973) Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 33845722419 scopus 로고
    • Factor analysis and AIC
    • Akaike, H. (1987). Factor analysis and AIC. Psychometrika, 52, 317-332.
    • (1987) Psychometrika , vol.52 , pp. 317-332
    • Akaike, H.1
  • 4
    • 41649112685 scopus 로고
    • Structural equation modeling in practice: A review and recommended two-step approach
    • Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103, 411-423.
    • (1988) Psychological Bulletin , vol.103 , pp. 411-423
    • Anderson, J.C.1    Gerbing, D.W.2
  • 5
    • 21344489366 scopus 로고
    • Factors influencing cross-validation of confirmatory factor analysis
    • Bandalos, D. L. (1993). Factors influencing cross-validation of confirmatory factor analysis. Multivariate Behavioural Research, 28, 351-374.
    • (1993) Multivariate Behavioural Research , vol.28 , pp. 351-374
    • Bandalos, D.L.1
  • 7
    • 67650886343 scopus 로고
    • Multivariate analysis with latent variables: Causal modeling
    • Bentler, P. M. (1980). Multivariate analysis with latent variables: Causal modeling. Annual Review of Psychology, 31, 419-456.
    • (1980) Annual Review of Psychology , vol.31 , pp. 419-456
    • Bentler, P.M.1
  • 9
    • 0000045336 scopus 로고    scopus 로고
    • Covariance structure analysis: Statistical practice, theory, directions
    • Bentler, P. M., & Dudgeon, P. (1996). Covariance structure analysis: Statistical practice, theory, directions. Annual Review of Psychology, 47, 563-592.
    • (1996) Annual Review of Psychology , vol.47 , pp. 563-592
    • Bentler, P.M.1    Dudgeon, P.2
  • 10
    • 0020334315 scopus 로고
    • Robust analysis of covariance
    • Birch, J. B., & Myers, R. H. (1982). Robust analysis of covariance. Biometrics, 38, 699-713.
    • (1982) Biometrics , vol.38 , pp. 699-713
    • Birch, J.B.1    Myers, R.H.2
  • 12
    • 34250108028 scopus 로고
    • Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions
    • Bozdogan, H. (1987). Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions. Psychometrika, 52, 229-242.
    • (1987) Psychometrika , vol.52 , pp. 229-242
    • Bozdogan, H.1
  • 13
    • 0025391120 scopus 로고
    • Application of covariance structure modeling in psychology: Cause for concern?
    • Breckler, S. J. (1990). Application of covariance structure modeling in psychology: Cause for concern? Psychological Bulletin, 107, 260-273.
    • (1990) Psychological Bulletin , vol.107 , pp. 260-273
    • Breckler, S.J.1
  • 14
    • 85004870441 scopus 로고
    • Asymptotic distribution-free methods for the analysis of covariance structures
    • Browne, M. W. (1984). Asymptotic distribution-free methods for the analysis of covariance structures. British Journal of Mathematical and Statistical Psychology, 37, 62-83.
    • (1984) British Journal of Mathematical and Statistical Psychology , vol.37 , pp. 62-83
    • Browne, M.W.1
  • 15
    • 84948875731 scopus 로고
    • Single sample cross-validation indices for covariance structures
    • Browne, M. W., & Cudeck, R. (1989). Single sample cross-validation indices for covariance structures. Multivariate Behavioral Research, 24, 445-455.
    • (1989) Multivariate Behavioral Research , vol.24 , pp. 445-455
    • Browne, M.W.1    Cudeck, R.2
  • 16
    • 0002033084 scopus 로고
    • Local influence in structural equation models
    • Cadigan, N. G. (1995). Local influence in structural equation models. Structural Equation Modeling, 2, 13-30.
    • (1995) Structural Equation Modeling , vol.2 , pp. 13-30
    • Cadigan, N.G.1
  • 17
    • 0001011286 scopus 로고
    • Robust procedures in multivariate analysis I: Robust covariance estimation
    • Campbell, N. A. (1980). Robust procedures in multivariate analysis I: Robust covariance estimation. Applied Statistics, 29, 231-237.
    • (1980) Applied Statistics , vol.29 , pp. 231-237
    • Campbell, N.A.1
  • 18
    • 0001987026 scopus 로고
    • Robust procedures in multivariate analysis II: Robust canonical variate analysis
    • Campbell, N. A. (1982). Robust procedures in multivariate analysis II: Robust canonical variate analysis. Applied Statistics, 31, 1-8.
    • (1982) Applied Statistics , vol.31 , pp. 1-8
    • Campbell, N.A.1
  • 22
    • 0002445532 scopus 로고
    • Resistant lower rank approximation of matrices
    • E. Diday, M. Jambu, L. Lebart, J. Pages, & R. Tomassone (Eds.), Amsterdam: North-Holland
    • Gabriel, K. R., & Odoroff, L. (1984). Resistant lower rank approximation of matrices. In E. Diday, M. Jambu, L. Lebart, J. Pages, & R. Tomassone (Eds.), Data analysis and informatics III (pp. 23-30). Amsterdam: North-Holland.
    • (1984) Data Analysis and Informatics III , vol.3 , pp. 23-30
    • Gabriel, K.R.1    Odoroff, L.2
  • 23
    • 0001648516 scopus 로고
    • Iteratively reweighted least squares for maximum likelihood estimation, and some robust and resistant alternatives
    • Green, P. J. (1984). Iteratively reweighted least squares for maximum likelihood estimation, and some robust and resistant alternatives (with discussion). Journal of the Royal Statistical Society B, 46, 149-192.
    • (1984) Journal of the Royal Statistical Society B , vol.46 , pp. 149-192
    • Green, P.J.1
  • 26
    • 38249033167 scopus 로고
    • Correspondence analysis with least absolute residuals
    • Heiser, W. J. (1987). Correspondence analysis with least absolute residuals. Computational Statistics & Data Analysis, 5, 337-356.
    • (1987) Computational Statistics & Data Analysis , vol.5 , pp. 337-356
    • Heiser, W.J.1
  • 30
    • 0003157339 scopus 로고
    • Robust estimation of a location parameter
    • Huber, P. J. (1964). Robust estimation of a location parameter. Annals of Mathematical Statistics, 35, 73-101.
    • (1964) Annals of Mathematical Statistics , vol.35 , pp. 73-101
    • Huber, P.J.1
  • 31
    • 0003171885 scopus 로고
    • Robust covariances
    • S. S. Gupta and D. S. Moore (Eds.), New York: Academic Press
    • Huber, P. J. (1977). Robust covariances. In S. S. Gupta and D. S. Moore (Eds.), Statistical decision theory and related topics, Vol. 2 (pp. 165-191). New York: Academic Press.
    • (1977) Statistical Decision Theory and Related Topics , vol.2 , pp. 165-191
    • Huber, P.J.1
  • 33
    • 34250481868 scopus 로고
    • A general approach to confirmatory maximum likelihood factor analysis
    • Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34, 183-202.
    • (1969) Psychometrika , vol.34 , pp. 183-202
    • Jöreskog, K.G.1
  • 35
    • 21144468815 scopus 로고
    • Statistical inference based on pseudo-maximum likelihood estimators in elliptical populations
    • Kano, Y., Berkane, M. & Bentler, P. M. (1993). Statistical inference based on pseudo-maximum likelihood estimators in elliptical populations. Journal of the American Statistical Association, 88, 135-143.
    • (1993) Journal of the American Statistical Association , vol.88 , pp. 135-143
    • Kano, Y.1    Berkane, M.2    Bentler, P.M.3
  • 36
    • 0039289486 scopus 로고
    • On the modification and predictive validity of covariance structure models
    • Kaplan, D. (1991). On the modification and predictive validity of covariance structure models. Quality & Quantity, 25, 307-314.
    • (1991) Quality & Quantity , vol.25 , pp. 307-314
    • Kaplan, D.1
  • 39
    • 0030493184 scopus 로고    scopus 로고
    • Sensitivity analysis of structural equation models
    • Lee, S. Y., & Wang, S. J. (1996). Sensitivity analysis of structural equation models. Psychometrika, 67, 93-108.
    • (1996) Psychometrika , vol.67 , pp. 93-108
    • Lee, S.Y.1    Wang, S.J.2
  • 40
    • 0001462696 scopus 로고
    • l, cross-validation and generalized cross-validation: Discrete index set
    • L, cross-validation and generalized cross-validation: discrete index set. Annals of Statistics, 15, 958-975.
    • (1987) Annals of Statistics , vol.15 , pp. 958-975
    • Li, K.-C.1
  • 41
    • 0023842809 scopus 로고
    • Robust estimation of the mean and covariance matrix from data with missing values
    • Little, R. J. A. (1988). Robust estimation of the mean and covariance matrix from data with missing values, Applied Statistics, 37, 23-38.
    • (1988) Applied Statistics , vol.37 , pp. 23-38
    • Little, R.J.A.1
  • 42
    • 0033658169 scopus 로고    scopus 로고
    • Applications of structural equation modeling in psychological research
    • MacCallum, R. C., & Austin, J. T. (2000). Applications of structural equation modeling in psychological research. Annual Review of Psychology, 51, 201-226.
    • (2000) Annual Review of Psychology , vol.51 , pp. 201-226
    • MacCallum, R.C.1    Austin, J.T.2
  • 43
    • 0001348083 scopus 로고
    • Model modifications in covariance structure analysis: The problem of capitalization on chance
    • MacCallum, R. C., Roznowski, M., & Necowitz, L. B. (1992). Model modifications in covariance structure analysis: The problem of capitalization on chance. Psychological Bulletin, 111, 490-504.
    • (1992) Psychological Bulletin , vol.111 , pp. 490-504
    • MacCallum, R.C.1    Roznowski, M.2    Necowitz, L.B.3
  • 44
    • 2942611661 scopus 로고
    • Measures of multivariate skewness and kurtosis with applications
    • Mardia, K. V. (1970). Measures of multivariate skewness and kurtosis with applications. Biometrika, 57, 519-530.
    • (1970) Biometrika , vol.57 , pp. 519-530
    • Mardia, K.V.1
  • 45
    • 0000904196 scopus 로고
    • Applications of some measures of multivariate skewness and kurtosis in testing normality and robustness studies
    • Mardia, K. V. (1974). Applications of some measures of multivariate skewness and kurtosis in testing normality and robustness studies. Sankhyā B, 36, 115-128.
    • (1974) Sankhyā B , vol.36 , pp. 115-128
    • Mardia, K.V.1
  • 47
    • 0002063041 scopus 로고
    • Robust M-estimators of multivariate location and scatter
    • Maronna, R. A. (1976). Robust M-estimators of multivariate location and scatter. Annals of Statistics, 4, 51-67.
    • (1976) Annals of Statistics , vol.4 , pp. 51-67
    • Maronna, R.A.1
  • 48
    • 0033041867 scopus 로고    scopus 로고
    • Effect of men's subtle and overt psychological abuse on low income women
    • Marshall, L. L. (1999). Effect of men's subtle and overt psychological abuse on low income women. Violence and Victims, 14, 69-88.
    • (1999) Violence and Victims , vol.14 , pp. 69-88
    • Marshall, L.L.1
  • 49
    • 58149368765 scopus 로고
    • The unicorn, the normal curve, and other improbable creatures
    • Micceri, T. (1989). The unicorn, the normal curve, and other improbable creatures. Psychological Bulletin, 105, 156-166.
    • (1989) Psychological Bulletin , vol.105 , pp. 156-166
    • Micceri, T.1
  • 50
    • 0039545762 scopus 로고
    • Multivariate non-normal distributions and models of dependency
    • T. W. Anderson, K. T. Fang, & I. Olkin (Eds.), Hayward, CA: Institute of Mathematical Statistics
    • Olkin, I. (1994). Multivariate non-normal distributions and models of dependency. In T. W. Anderson, K. T. Fang, & I. Olkin (Eds.), Multivariate analysis and its applications (pp. 37-53). Hayward, CA: Institute of Mathematical Statistics.
    • (1994) Multivariate Analysis and its Applications , pp. 37-53
    • Olkin, I.1
  • 52
    • 0000859675 scopus 로고
    • Cross-validation choice and assessment of statistical predictions
    • Stone, M. (1974). Cross-validation choice and assessment of statistical predictions. Journal of the Royal Statistical Society B, 36, 44-47.
    • (1974) Journal of the Royal Statistical Society B , vol.36 , pp. 44-47
    • Stone, M.1
  • 53
    • 0000859675 scopus 로고
    • An asymptotic equivalence of choice of model by cross-validation and Akaike's criterion
    • Stone, M. (1977). An asymptotic equivalence of choice of model by cross-validation and Akaike's criterion. Journal of the Royal Statistical Society B, 39, 111-147.
    • (1977) Journal of the Royal Statistical Society B , vol.39 , pp. 111-147
    • Stone, M.1
  • 54
    • 0000565230 scopus 로고
    • Influence in covariance structure analysis: With an application to confirmatory factor analysis
    • Tanaka, Y., Watadani, S., & Moon, S. H. (1991). Influence in covariance structure analysis: With an application to confirmatory factor analysis. Communication in Statistics: Theory and Method, 20, 3805-3821.
    • (1991) Communication in Statistics: Theory and Method , vol.20 , pp. 3805-3821
    • Tanaka, Y.1    Watadani, S.2    Moon, S.H.3
  • 55
    • 0001076947 scopus 로고
    • Robustness and effiicency properties of scatter matrices
    • Tyler, D. E. (1983). Robustness and effiicency properties of scatter matrices. Biometrica, 70, 411-420.
    • (1983) Biometrica , vol.70 , pp. 411-420
    • Tyler, D.E.1
  • 56
    • 0002107349 scopus 로고
    • Resistant lower rank approximation of matrices by iterative majorization
    • Verboon, P., & Heiser, W. J. (1994). Resistant lower rank approximation of matrices by iterative majorization. Computational Statistics & Data Analysis, 18, 457-467.
    • (1994) Computational Statistics & Data Analysis , vol.18 , pp. 457-467
    • Verboon, P.1    Heiser, W.J.2
  • 60
    • 0032263957 scopus 로고    scopus 로고
    • Structural equation modeling with robust covariances
    • A. E. Raftery (Ed.), Boston: Blackwell
    • Yuan, K.-H., & Bentler, P. M. (1998b). Structural equation modeling with robust covariances. In A. E. Raftery (Ed.), Sociological Methodology 1998 (pp. 363-396). Boston: Blackwell.
    • (1998) Sociological Methodology 1998 , pp. 363-396
    • Yuan, K.-H.1    Bentler, P.M.2
  • 61
    • 0033418689 scopus 로고    scopus 로고
    • On normal theory and associated test statistics in covariance structure analysis under two classes of nonnormal distributions
    • Yuan, K.-H., & Bentler, P. M. (1999). On normal theory and associated test statistics in covariance structure analysis under two classes of nonnormal distributions. Statistica Sinica, 9, 831-853.
    • (1999) Statistica Sinica , vol.9 , pp. 831-853
    • Yuan, K.-H.1    Bentler, P.M.2
  • 62
    • 0039881383 scopus 로고    scopus 로고
    • Structural equation modeling with heavy tailed distributions through bootstrap
    • in press
    • Yuan, K.-H., Bentler, P. M. & Chan, W. (in press). Structural equation modeling with heavy tailed distributions through bootstrap. Psychometrika.
    • Psychometrika
    • Yuan, K.-H.1    Bentler, P.M.2    Chan, W.3


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