메뉴 건너뛰기




Volumn 161, Issue 2, 1998, Pages 121-160

Outliers in multilevel data

Author keywords

Cluster analysis; Hierarchical data; Influential data points; Leverage; Multilevel modelling; Outlier detection; Reduction in deviance; Studentized residuals

Indexed keywords


EID: 0039988652     PISSN: 09641998     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-985X.00094     Document Type: Article
Times cited : (100)

References (28)
  • 1
    • 0002188633 scopus 로고
    • Statistical modelling issues in school effectiveness studies (with discussion)
    • Aitkin, M. and Longford, N. (1986) Statistical modelling issues in school effectiveness studies (with discussion). J. R. Statist. Soc. A, 149, 1-42.
    • (1986) J. R. Statist. Soc. A , vol.149 , pp. 1-42
    • Aitkin, M.1    Longford, N.2
  • 2
    • 0000368132 scopus 로고
    • Masking unmasked
    • Atkinson, A. C. (1986) Masking unmasked. Biometrika, 73, 533-541.
    • (1986) Biometrika , vol.73 , pp. 533-541
    • Atkinson, A.C.1
  • 3
    • 0000435292 scopus 로고
    • The ordering of multivariate data (with discussion)
    • Barnett, V. (1976) The ordering of multivariate data (with discussion). J. R. Statist. Soc. A, 139, 318-354.
    • (1976) J. R. Statist. Soc. A , vol.139 , pp. 318-354
    • Barnett, V.1
  • 7
    • 0011241944 scopus 로고
    • Approximate inference in generalized linear mixed models
    • Breslow, N. E. and Clayton, D. G. (1993) Approximate inference in generalized linear mixed models. J. Am. Statist. Ass., 88, 9-25.
    • (1993) J. Am. Statist. Ass. , vol.88 , pp. 9-25
    • Breslow, N.E.1    Clayton, D.G.2
  • 9
    • 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
  • 12
    • 70350471314 scopus 로고
    • Multilevel mixed linear model analysis using iterative generalised least squares
    • Goldstein, H. (1986) Multilevel mixed linear model analysis using iterative generalised least squares. Biometrika, 73, 43-56.
    • (1986) Biometrika , vol.73 , pp. 43-56
    • Goldstein, H.1
  • 14
    • 33745460790 scopus 로고
    • Efficient computational procedures for the estimation of parameters in multilevel models based on iterative generalised least squares
    • Goldstein, H. and Rasbash, J. (1992) Efficient computational procedures for the estimation of parameters in multilevel models based on iterative generalised least squares. Comput. Statist. Data Anal., 13, 63-71.
    • (1992) Comput. Statist. Data Anal. , vol.13 , pp. 63-71
    • Goldstein, H.1    Rasbash, J.2
  • 15
    • 0021521740 scopus 로고
    • K-clustering as a detection tool for influential subsets in regression
    • Gray, J. B. and Ling, R. F. (1984) K-clustering as a detection tool for influential subsets in regression. Technometrics, 26, 305-330.
    • (1984) Technometrics , vol.26 , pp. 305-330
    • Gray, J.B.1    Ling, R.F.2
  • 17
    • 84948783167 scopus 로고
    • The hat matrix in regression and ANOVA
    • Hoaglin, D. C. and Welsch, R. (1978) The hat matrix in regression and ANOVA. Am. Statistn, 32, 17-22.
    • (1978) Am. Statistn , vol.32 , pp. 17-22
    • Hoaglin, D.C.1    Welsch, R.2
  • 19
    • 0039110058 scopus 로고
    • Exploratory data analysis for possibly censored data from skewed distributions
    • Kimber, A. C. (1990) Exploratory data analysis for possibly censored data from skewed distributions. Appl. Statist., 39, 21-30.
    • (1990) Appl. Statist. , vol.39 , pp. 21-30
    • Kimber, A.C.1
  • 20
    • 0029669708 scopus 로고    scopus 로고
    • Regional variations in mortality rates in England and Wales: An analysis using multilevel modelling
    • Langford, I. H. and Bentham, G. (1996) Regional variations in mortality rates in England and Wales: an analysis using multilevel modelling. Socl Sci. Med., 42, 897-908.
    • (1996) Socl Sci. Med. , vol.42 , pp. 897-908
    • Langford, I.H.1    Bentham, G.2
  • 21
    • 0000266064 scopus 로고
    • Deletion influence and masking in regression
    • Lawrance, A. J. (1995) Deletion influence and masking in regression. J. R. Statist Soc. B, 57, 181-189.
    • (1995) J. R. Statist Soc. B , vol.57 , pp. 181-189
    • Lawrance, A.J.1
  • 25
    • 0001045983 scopus 로고
    • The detection of influential subsets in linear regression by using an influence matrix
    • Peña, D. and Yohai, V. J. (1995) The detection of influential subsets in linear regression by using an influence matrix. J. R. Statist. Soc. B, 57, 145-156.
    • (1995) J. R. Statist. Soc. B , vol.57 , pp. 145-156
    • Peña, D.1    Yohai, V.J.2
  • 28
    • 0001639411 scopus 로고
    • Efficient computing of regression diagnostics
    • Velleman, P. F. and Welsch, R. E. (1981) Efficient computing of regression diagnostics. Am. Statistn. 35, 234-242.
    • (1981) Am. Statistn. , vol.35 , pp. 234-242
    • Velleman, P.F.1    Welsch, R.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.