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Volumn 50, Issue 3, 2001, Pages 271-284

Detection of influential observations in longitudinal mixed effects regression models

Author keywords

Conditional Cook's distance; Cook's distance; Influential observations; Random effects

Indexed keywords


EID: 0000743793     PISSN: 00390526     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9884.00277     Document Type: Article
Times cited : (22)

References (22)
  • 1
    • 0040716417 scopus 로고    scopus 로고
    • Cook's Distance in linear longitudinal models
    • Banerjee, M. (1998) Cook's Distance in linear longitudinal models. Communs Statist. Theory Meth., 27, 2973-2983.
    • (1998) Communs Statist. Theory Meth. , vol.27 , pp. 2973-2983
    • Banerjee, M.1
  • 2
    • 21744433295 scopus 로고    scopus 로고
    • Influence diagnostics for linear longitudinal models
    • Banerjee, M. and Frees, E. W. (1997) Influence diagnostics for linear longitudinal models. J. Am. Statist. Ass., 92, 999-1005.
    • (1997) J. Am. Statist. Ass. , vol.92 , pp. 999-1005
    • Banerjee, M.1    Frees, E.W.2
  • 3
    • 0000074279 scopus 로고
    • General classes of influence measures for multivariate regression
    • Barrett, B. E. and Ling, R. F. (1992) General classes of influence measures for multivariate regression. J. Am. Statist. Ass., 87, 184-191.
    • (1992) J. Am. Statist. Ass. , vol.87 , pp. 184-191
    • Barrett, B.E.1    Ling, R.F.2
  • 5
    • 84972496372 scopus 로고
    • Influential observations, high leverage points, and outliers in linear regression
    • Chatterjee, S. and Hadi, A. S. (1986) Influential observations, high leverage points, and outliers in linear regression. Statist. Sci., 1, 379-416.
    • (1986) Statist. Sci. , vol.1 , pp. 379-416
    • Chatterjee, S.1    Hadi, A.S.2
  • 7
    • 84952094529 scopus 로고
    • Detection of influential observations in linear regression
    • Cook, R. D. (1977) Detection of influential observations in linear regression. Technometrics, 19, 15-18.
    • (1977) Technometrics , vol.19 , pp. 15-18
    • Cook, R.D.1
  • 8
    • 0001490588 scopus 로고
    • Assessment of local influence
    • _(1986) Assessment of local influence (with discussion). J. R. Statist. Soc. B, 48, 133-169.
    • (1986) J. R. Statist. Soc. B , vol.48 , pp. 133-169
  • 9
    • 0040971186 scopus 로고
    • Influence analysis of generalized least squares estimators
    • De Gruttola, V, Ware, J. H. and Louis, T. A. (1987) Influence analysis of generalized least squares estimators. J. Am. Statist. Ass., 82, 911-917.
    • (1987) J. Am. Statist. Ass. , vol.82 , pp. 911-917
    • De Gruttola, V.1    Ware, J.H.2    Louis, T.A.3
  • 13
    • 84950646761 scopus 로고
    • The influence curve and its role in robust estimation
    • _(1974) The influence curve and its role in robust estimation. J. Am. Statist. Ass., 69, 383-393.
    • (1974) J. Am. Statist. Ass. , vol.69 , pp. 383-393
  • 14
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird, N. M. and Ware, J. H. (1982) Random-effects models for longitudinal data. Biometrics, 38, 963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 15
    • 0031744665 scopus 로고    scopus 로고
    • Local influence in linear models
    • Lesaffre, E. and Verbeke, G. (1998) Local influence in linear models. Biometrics, 54, 570-582.
    • (1998) Biometrics , vol.54 , pp. 570-582
    • Lesaffre, E.1    Verbeke, G.2
  • 16
    • 0040716412 scopus 로고    scopus 로고
    • Local influence for repeated measures generalized linear mixed models
    • (eds H. Friendl, A. Berghold and G. Kauermann), Graz: Technical University of Graz
    • Ouwens, J. N. M., Tan, F. E. S and Berger, M. P. F. (1999) Local influence for repeated measures generalized linear mixed models. In Proc 14th Int. Wrkshp Statistical Modelling, Graz (eds H. Friendl, A. Berghold and G. Kauermann), pp. 308-316. Graz: Technical University of Graz.
    • (1999) Proc 14th Int. Wrkshp Statistical Modelling, Graz , pp. 308-316
    • Ouwens, J.N.M.1    Tan, F.E.S.2    Berger, M.P.F.3
  • 17
    • 0016699095 scopus 로고
    • Generalization of the gap test for the detection of multivanate outliers
    • Rohlf, F. J. (1975) Generalization of the gap test for the detection of multivanate outliers. Biometrics, 31, 93-101.
    • (1975) Biometrics , vol.31 , pp. 93-101
    • Rohlf, F.J.1
  • 18
    • 0040198888 scopus 로고
    • The extreme value of the generalized distances of the individual points in the multivanate normal sample
    • Siontani, M. (1959) The extreme value of the generalized distances of the individual points in the multivanate normal sample. Ann. Inst. Statist. Math., 10, 183-208.
    • (1959) Ann. Inst. Statist. Math. , vol.10 , pp. 183-208
    • Siontani, M.1
  • 20
    • 0017295638 scopus 로고
    • The adolescent growth spurt of boys and girls of the Harpenden Growth Study
    • Tanner, J. M., Whitehouse, R. H., Marubini, E. and Resele, L. F. (1976) The adolescent growth spurt of boys and girls of the Harpenden Growth Study. Ann. Hum. Biol., 3, 109-126.
    • (1976) Ann. Hum. Biol. , vol.3 , pp. 109-126
    • Tanner, J.M.1    Whitehouse, R.H.2    Marubini, E.3    Resele, L.F.4
  • 21
    • 0023575946 scopus 로고
    • Efficient inference for random-coefficient growth curve models with unbalanced data
    • Vonesh, E. F. and Carter, R. L. (1987) Efficient inference for random-coefficient growth curve models with unbalanced data. Biometrika, 43, 617-628.
    • (1987) Biometrika , vol.43 , pp. 617-628
    • Vonesh, E.F.1    Carter, R.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.