메뉴 건너뛰기




Volumn 52, Issue 4, 2008, Pages 2042-2065

Maximum trimmed likelihood estimator for multivariate mixed continuous and categorical data

Author keywords

Forward search algorithm; Mahalanobis distance; Maximum trimmed likelihood estimator; Minimum covariance determinant estimator; Mixed data; Multiple outliers; Robust diagnostics

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATA REDUCTION; DATA STRUCTURES; MULTIVARIABLE SYSTEMS; ROBUST CONTROL;

EID: 35748971517     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2007.06.026     Document Type: Article
Times cited : (9)

References (31)
  • 1
    • 21844510157 scopus 로고
    • Fast very robust methods for the detection of multiple outliers
    • Atkinson A.C. Fast very robust methods for the detection of multiple outliers. J. Amer. Statist. Assoc. 89 (1994) 1329-1339
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 1329-1339
    • Atkinson, A.C.1
  • 2
    • 0002996973 scopus 로고
    • The stalactite plot for the detection of multivariate outliers
    • Atkinson A.C., and Mulira H.-M. The stalactite plot for the detection of multivariate outliers. Statist. Comput. 3 (1993) 27-35
    • (1993) Statist. Comput. , vol.3 , pp. 27-35
    • Atkinson, A.C.1    Mulira, H.-M.2
  • 4
    • 0001549192 scopus 로고
    • Generalization of the Mahalanobis distance in the mixed case
    • Bar-Hen A., and Daudin J.J. Generalization of the Mahalanobis distance in the mixed case. J. Multivariate Anal. 53 (1995) 332-342
    • (1995) J. Multivariate Anal. , vol.53 , pp. 332-342
    • Bar-Hen, A.1    Daudin, J.J.2
  • 6
    • 0032388536 scopus 로고    scopus 로고
    • Basu, A., Basu, S., 1998. Penalized minimum disparity methods for multinomial models. Statist. Sinica 841-860.
  • 7
    • 0033933589 scopus 로고    scopus 로고
    • Estimating the Mahalanobis distance from mixed continuous and discrete data
    • Bedrick E.J., Lapidus J., and Powell J.F. Estimating the Mahalanobis distance from mixed continuous and discrete data. Biometrics 56 (2000) 394-401
    • (2000) Biometrics , vol.56 , pp. 394-401
    • Bedrick, E.J.1    Lapidus, J.2    Powell, J.F.3
  • 8
    • 21344481802 scopus 로고
    • Asymptotics for the minimum covariance determinant estimator
    • Butler R.W., Davies P.L., and Jhun M. Asymptotics for the minimum covariance determinant estimator. Ann. Statist. 21 (1993) 1385-1400
    • (1993) Ann. Statist. , vol.21 , pp. 1385-1400
    • Butler, R.W.1    Davies, P.L.2    Jhun, M.3
  • 9
    • 18744402162 scopus 로고    scopus 로고
    • Robust regression diagnostics with data transformations
    • Cheng T.-C. Robust regression diagnostics with data transformations. Comput. Statist. Data Anal. 49 (2005) 875-891
    • (2005) Comput. Statist. Data Anal. , vol.49 , pp. 875-891
    • Cheng, T.-C.1
  • 10
    • 0036831022 scopus 로고    scopus 로고
    • High breakdown estimation of multivariate location and scale with missing observations
    • Cheng T.-C., and Victoria-Feser M.-P. High breakdown estimation of multivariate location and scale with missing observations. British J. Math. Statist. Psychol. 55 (2002) 317-335
    • (2002) British J. Math. Statist. Psychol. , vol.55 , pp. 317-335
    • Cheng, T.-C.1    Victoria-Feser, M.-P.2
  • 11
    • 0001399709 scopus 로고    scopus 로고
    • Influence function and efficiency of the minimum covariance determinant scatter matrix estimator
    • Croux C., and Haesbroeck G. Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. J. Multivariate Anal. 71 (1999) 161-190
    • (1999) J. Multivariate Anal. , vol.71 , pp. 161-190
    • Croux, C.1    Haesbroeck, G.2
  • 12
    • 6444240010 scopus 로고    scopus 로고
    • A generalized Mahalanobis distance for mixed data
    • de Leon A.R., and Carriére K.C. A generalized Mahalanobis distance for mixed data. J. Multivariate Anal. 92 (2005) 174-185
    • (2005) J. Multivariate Anal. , vol.92 , pp. 174-185
    • de Leon, A.R.1    Carriére, K.C.2
  • 14
    • 0031200989 scopus 로고    scopus 로고
    • Maximum trimmed likelihood estimators: a unified approach, examples, and algorithms
    • Hadi A.S., and Luceño A. Maximum trimmed likelihood estimators: a unified approach, examples, and algorithms. Comput. Statist. Data Anal. 25 (1997) 251-272
    • (1997) Comput. Statist. Data Anal. , vol.25 , pp. 251-272
    • Hadi, A.S.1    Luceño, A.2
  • 15
    • 0000559699 scopus 로고
    • The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data
    • Hawkins D.M. The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data. Computat. Statist. Data Anal. 17 (1994) 197-210
    • (1994) Computat. Statist. Data Anal. , vol.17 , pp. 197-210
    • Hawkins, D.M.1
  • 16
    • 0036489051 scopus 로고    scopus 로고
    • Inconsistency of resampling algorithms for high-breakdown regression estimators and a new algorithm (with discussion)
    • Hawkins D.M., and Olive D.J. Inconsistency of resampling algorithms for high-breakdown regression estimators and a new algorithm (with discussion). J. Amer. Statist. Assoc. 97 (2002) 136-159
    • (2002) J. Amer. Statist. Assoc. , vol.97 , pp. 136-159
    • Hawkins, D.M.1    Olive, D.J.2
  • 17
    • 0031568055 scopus 로고    scopus 로고
    • Robust regression with both continuous and binary regressors
    • Hubert M., and Rousseeuw P.J. Robust regression with both continuous and binary regressors. J. Statist. Plann. Inference 57 (1997) 153-163
    • (1997) J. Statist. Plann. Inference , vol.57 , pp. 153-163
    • Hubert, M.1    Rousseeuw, P.J.2
  • 19
    • 0000915896 scopus 로고
    • Distance between populations using mixed continuous and categorical variables
    • Krzanowski W.J. Distance between populations using mixed continuous and categorical variables. Biometrika 70 (1983) 235-243
    • (1983) Biometrika , vol.70 , pp. 235-243
    • Krzanowski, W.J.1
  • 21
    • 0042708393 scopus 로고    scopus 로고
    • Robust regression with both continuous and categorical predictors
    • Maronna R.A., and Yohai V.J. Robust regression with both continuous and categorical predictors. J. Statist. Plann. Inference 89 (2000) 197-214
    • (2000) J. Statist. Plann. Inference , vol.89 , pp. 197-214
    • Maronna, R.A.1    Yohai, V.J.2
  • 22
    • 0043210614 scopus 로고    scopus 로고
    • Breakdown points of trimmed likelihood estimators and related estimators in generalized linear models
    • Müller C.H., and Neykov N. Breakdown points of trimmed likelihood estimators and related estimators in generalized linear models. J. Statist. Plann. Inference 116 (2003) 503-519
    • (2003) J. Statist. Plann. Inference , vol.116 , pp. 503-519
    • Müller, C.H.1    Neykov, N.2
  • 23
    • 0000317187 scopus 로고
    • Multivariate correlation models with mixed discrete and continuous variables
    • Olkin I., and Tate R.F. Multivariate correlation models with mixed discrete and continuous variables. Ann. Math. Statist. 32 (1961) 448-465
    • (1961) Ann. Math. Statist. , vol.32 , pp. 448-465
    • Olkin, I.1    Tate, R.F.2
  • 24
    • 0030344143 scopus 로고    scopus 로고
    • Identification of outliers in multivariate data
    • Rocke D.M., and Woodruff D.L. Identification of outliers in multivariate data. J. Amer. Statist. Assoc. 91 (1996) 1047-1061
    • (1996) J. Amer. Statist. Assoc. , vol.91 , pp. 1047-1061
    • Rocke, D.M.1    Woodruff, D.L.2
  • 25
    • 0031067289 scopus 로고    scopus 로고
    • Robust estimation of multivariate location and shape
    • Rocke D.M., and Woodruff D.L. Robust estimation of multivariate location and shape. J. Statist. Plann. Inference 57 (1997) 245-255
    • (1997) J. Statist. Plann. Inference , vol.57 , pp. 245-255
    • Rocke, D.M.1    Woodruff, D.L.2
  • 27
    • 0032680362 scopus 로고    scopus 로고
    • A fast algorithm for the minimum covariance determinant estimator
    • Rousseeuw P.J., and van Driessen K. A fast algorithm for the minimum covariance determinant estimator. Technometrics 41 (1999) 212-223
    • (1999) Technometrics , vol.41 , pp. 212-223
    • Rousseeuw, P.J.1    van Driessen, K.2
  • 29
    • 0035607524 scopus 로고    scopus 로고
    • A robust approach to categorical data analysis
    • Shane K.V., and Simonoff J.S. A robust approach to categorical data analysis. J. Comput. Graph. Statist. 10 (2001) 135-157
    • (2001) J. Comput. Graph. Statist. , vol.10 , pp. 135-157
    • Shane, K.V.1    Simonoff, J.S.2
  • 30
    • 21844492457 scopus 로고
    • Computable robust estimation of multivariate location and shape in high dimension using compound estimators
    • Woodruff D.L., and Rocke D.M. Computable robust estimation of multivariate location and shape in high dimension using compound estimators. J. Amer. Statist. Assoc. 89 (1994) 888-896
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 888-896
    • Woodruff, D.L.1    Rocke, D.M.2
  • 31
    • 0035582411 scopus 로고    scopus 로고
    • Econometric applications of high-breakdown robust regression techniques
    • Zaman A., Rousseeuw P.J., and Orhan M. Econometric applications of high-breakdown robust regression techniques. Econometrics Lett. 71 (2001) 1-8
    • (2001) Econometrics Lett. , vol.71 , pp. 1-8
    • Zaman, A.1    Rousseeuw, P.J.2    Orhan, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.