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Volumn 55, Issue 2, 2002, Pages 317-335

High-breakdown estimation of multivariate mean and covariance with missing observations

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; HUMAN; MEMORY; OBSERVER VARIATION; PSYCHOLOGICAL MODEL;

EID: 0036831022     PISSN: 00071102     EISSN: None     Source Type: Journal    
DOI: 10.1348/000711002760554615     Document Type: Article
Times cited : (32)

References (43)
  • 1
    • 21844510157 scopus 로고
    • Fast very robust methods for the detection of multiple outliers
    • Atkinson, A. C. (1994). Fast very robust methods for the detection of multiple outliers. Journal of the American Statistical Association, 89, 1329-1339.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 1329-1339
    • Atkinson, A.C.1
  • 5
    • 21344481802 scopus 로고
    • Asymptotics for the minimum covariance determinant estimator
    • Butler, R. W., Davies, P. L., & Jhun, M. (1993). Asymptotics for the minimum covariance determinant estimator. Annals of Statistics, 21, 1385-1400.
    • (1993) Annals of Statistics , vol.21 , pp. 1385-1400
    • Butler, R.W.1    Davies, P.L.2    Jhun, M.3
  • 6
    • 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
  • 7
    • 0000789842 scopus 로고
    • Asymptotic behaviour of S-estimators of multivariate location parameters and dispersion matrices
    • Davies, P. L. (1987). Asymptotic behaviour of S-estimators of multivariate location parameters and dispersion matrices. Annals of Statistics, 15, 1269-1292.
    • (1987) Annals of Statistics , vol.15 , pp. 1269-1292
    • Davies, P.L.1
  • 9
    • 0016750222 scopus 로고
    • Robust estimation and outlier detection with correlation coefficients
    • Devlin, S. J., Gnanadesikan, R., & Kettenring, J. R. (1975). Robust estimation and outlier detection with correlation coefficients. Biometrika, 62, 531-545.
    • (1975) Biometrika , vol.62 , pp. 531-545
    • Devlin, S.J.1    Gnanadesikan, R.2    Kettenring, J.R.3
  • 14
    • 0000559699 scopus 로고
    • The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data
    • Hawkins, D. M. (1994). The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data. Computational Statistics & Data Analysis, 17, 197-210.
    • (1994) Computational Statistics & Data Analysis , vol.17 , pp. 197-210
    • Hawkins, D.M.1
  • 15
    • 0003171885 scopus 로고
    • Robust covariances
    • S. S. Gupta & D. S. Moore (Eds.), New York: Academic Press
    • Huber, P. J. (1977). Robust covariances. In S. S. Gupta & D. S. Moore (Eds.), Statistical decision theory and related topics, Volume 2 (pp. 1753-1758). New York: Academic Press.
    • (1977) Statistical Decision Theory and Related Topics , vol.2 , pp. 1753-1758
    • Huber, P.J.1
  • 17
    • 0040921425 scopus 로고
    • Structural equation models in the social sciences: Specification, estimation and testing
    • K. G. Jöreskog & D. Sörbom (Eds.), Cambridge, MA: Abt Books
    • Jöreskog, K. G. (1979). Structural equation models in the social sciences: Specification, estimation and testing. In K. G. Jöreskog & D. Sörbom (Eds.), Advances in factor analysis and structural equation models (pp. 105-127). Cambridge, MA: Abt Books.
    • (1979) Advances in Factor Analysis and Structural Equation Models , pp. 105-127
    • Jöreskog, K.G.1
  • 19
    • 0030516417 scopus 로고    scopus 로고
    • Constrained M-estimation for multivariate location and scatter
    • Kent, J. T., & Tyler, D. E. (1996). Constrained M-estimation for multivariate location and scatter. Annals of Statistics, 24, 1346-1370.
    • (1996) Annals of Statistics , vol.24 , pp. 1346-1370
    • Kent, J.T.1    Tyler, D.E.2
  • 21
    • 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
  • 24
    • 84988090412 scopus 로고
    • τ-estimators for location and scatter
    • Lopuhaä, H. P (1991). τ-estimators for location and scatter. Canadian Journal of Statistics, 19, 307-321.
    • (1991) Canadian Journal of Statistics , vol.19 , pp. 307-321
    • Lopuhaä, H.P.1
  • 25
    • 0001352378 scopus 로고
    • Breakdown points of affine equivariant estimators of multivariate location and covariance matrices
    • Lopuhaä, H. P., & Rousseeuw, P. J. (1991). Breakdown points of affine equivariant estimators of multivariate location and covariance matrices. Annals of Statistics, 19, 229-248.
    • (1991) Annals of Statistics , vol.19 , pp. 229-248
    • Lopuhaä, H.P.1    Rousseeuw, P.J.2
  • 26
    • 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
  • 27
    • 0012594581 scopus 로고    scopus 로고
    • Attention divisée et vieillissement cognitif: Différences d'age dans 5 épreuves duelles de mémoire de travail
    • D. Brouillet & A. Syssau (Eds.), Brussels: De Boeck Université
    • Ribaupierre, A., & Ludwig, C. (2000). Attention divisée et vieillissement cognitif: Différences d'age dans 5 épreuves duelles de mémoire de travail. In D. Brouillet & A. Syssau (Eds.), Le vieillissement cognitif normal: Vers un modèle explicatif du vieillissement (pp. 27-51). Brussels: De Boeck Université.
    • (2000) Le Vieillissement Cognitif Normal: Vers un Modèle Explicatif du Vieillissement , pp. 27-51
    • Ribaupierre, A.1    Ludwig, C.2
  • 28
    • 0030500928 scopus 로고    scopus 로고
    • Robustness properties of S-estimators of multivariate location and shape in high dimension
    • Rocke, D. M. (1996). Robustness properties of S-estimators of multivariate location and shape in high dimension. Annals of Statistics, 24, 1327-1345.
    • (1996) Annals of Statistics , vol.24 , pp. 1327-1345
    • Rocke, D.M.1
  • 31
    • 0002564033 scopus 로고
    • Multivariate estimation with high breakdown point
    • W. Grossmann, G. Pflug, I. Vincze, & W. Wertz (Eds.), Dordrecht: Reidel
    • Rousseeuw, P. J. (1985). Multivariate estimation with high breakdown point. In W. Grossmann, G. Pflug, I. Vincze, & W. Wertz (Eds.), Mathematical statistics and applications, Vol B (pp. 283-297). Dordrecht: Reidel.
    • (1985) Mathematical Statistics and Applications , vol.B , pp. 283-297
    • Rousseeuw, P.J.1
  • 33
    • 0032680362 scopus 로고    scopus 로고
    • A fast algorithm for the minimum covariance determinant estimator
    • Rousseeuw, P. J., & Van Driessen, K. (1999). A fast algorithm for the minimum covariance determinant estimator. Technometrics, 41, 212-223.
    • (1999) Technometrics , vol.41 , pp. 212-223
    • Rousseeuw, P.J.1    Van Driessen, K.2
  • 34
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin, D. B. (1976). Inference and missing data. Biometrika, 63, 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 35
    • 0030194684 scopus 로고    scopus 로고
    • The processing-speed theory of adult age differences in cognition
    • Salthouse, T. A. (1996). The processing-speed theory of adult age differences in cognition. Psychological Review, 103, 403-428.
    • (1996) Psychological Review , vol.103 , pp. 403-428
    • Salthouse, T.A.1
  • 36
    • 0003926139 scopus 로고
    • Technical Report 31, Fachgruppe für Statistik, ETH, Zurich
    • Stahel, W. A. (1981). Breakdown of covariance estimators. Technical Report 31, Fachgruppe für Statistik, ETH, Zurich.
    • (1981) Breakdown of Covariance Estimators
    • Stahel, W.A.1
  • 37
    • 84950915739 scopus 로고
    • Minimum Hellinger distance estimation for multivariate location and covariance
    • Tamura, R., & Boos, D. (1986). Minimum Hellinger distance estimation for multivariate location and covariance. Journal of the American Statistical Association, 81, 223-229.
    • (1986) Journal of the American Statistical Association , vol.81 , pp. 223-229
    • Tamura, R.1    Boos, D.2
  • 38
    • 0001076947 scopus 로고
    • Robustness and efficiency properties of scatter matrices
    • Tyler, D. E. (1983). Robustness and efficiency properties of scatter matrices. Biometrika, 70, 411-420.
    • (1983) Biometrika , vol.70 , pp. 411-420
    • Tyler, D.E.1
  • 39
    • 21844523725 scopus 로고
    • Finite sample breakdown points of projection based multivariate location and scatter statistics
    • Tyler, D. E. (1994). Finite sample breakdown points of projection based multivariate location and scatter statistics. Annals of Statistics, 22, 1024-1044.
    • (1994) Annals of Statistics , vol.22 , pp. 1024-1044
    • Tyler, D.E.1
  • 42
    • 21844492457 scopus 로고
    • Computable robust estimation of multivariate location and shape in high dimension using compound estimators
    • Woodruff, D. L., & Rocke, D. M. (1994). Computable robust estimation of multivariate location and shape in high dimension using compound estimators. Journal of the American Statistical Association, 89, 888-896.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 888-896
    • Woodruff, D.L.1    Rocke, D.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.