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Volumn 164, Issue 2, 2001, Pages 259-273

Simulation-based diagnostics in random-coefficient models

Author keywords

Bootstrap; Diagnostic feature; Maximum likelihood; Outlier; Random coefficients; Standard errors

Indexed keywords


EID: 0035648246     PISSN: 09641998     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-985X.00201     Document Type: Article
Times cited : (23)

References (26)
  • 1
    • 0000417176 scopus 로고
    • Mixture models, outliers and the EM algorithm
    • Aitkin, M. and Wilson, G. T. (1980) Mixture models, outliers and the EM algorithm. Technometrics, 22, 325-331.
    • (1980) Technometrics , vol.22 , pp. 325-331
    • Aitkin, M.1    Wilson, G.T.2
  • 7
    • 0034359277 scopus 로고    scopus 로고
    • Diagnostic checks for discrete data regression models using posterior predictive simulations
    • Gelman, A., Goegebeur, Y., Tuerlinckx, F. and Van Mechelen, I. (2000) Diagnostic checks for discrete data regression models using posterior predictive simulations. Appl. Statist., 49, 247-268.
    • (2000) Appl. Statist. , vol.49 , pp. 247-268
    • Gelman, A.1    Goegebeur, Y.2    Tuerlinckx, F.3    Van Mechelen, I.4
  • 9
    • 0000329041 scopus 로고
    • A modification of a method for the detection of outliers in multivariate samples
    • Hadi, A. S. (1994) A modification of a method for the detection of outliers in multivariate samples. J. R. Statist. Soc. B, 56, 393-396.
    • (1994) J. R. Statist. Soc. B , vol.56 , pp. 393-396
    • Hadi, A.S.1
  • 10
    • 21344485226 scopus 로고
    • Procedures for the identification of multiple outliers in linear models
    • Hadi, A. S. and Simonoff, J. S. (1993) Procedures for the identification of multiple outliers in linear models. J. Am. Statist. Ass., 88, 1264-1272.
    • (1993) J. Am. Statist. Ass. , vol.88 , pp. 1264-1272
    • Hadi, A.S.1    Simonoff, J.S.2
  • 11
    • 0000611113 scopus 로고    scopus 로고
    • A simple derivation of deletion diagnostic results for the general linear model with correlated errors
    • Haslett, J. (1999) A simple derivation of deletion diagnostic results for the general linear model with correlated errors. J. R. Statist. Soc. B, 61, 603-609.
    • (1999) J. R. Statist. Soc. B , vol.61 , pp. 603-609
    • Haslett, J.1
  • 12
    • 0001131423 scopus 로고    scopus 로고
    • Residuals for the linear model with general covariance structure
    • Haslett, J. and Hayes, K. (1998) Residuals for the linear model with general covariance structure. J. R. Statist. Soc. B, 60, 201-215.
    • (1998) J. R. Statist. Soc. B , vol.60 , pp. 201-215
    • Haslett, J.1    Hayes, K.2
  • 13
    • 0000212230 scopus 로고
    • Assessing normality in random effects models
    • Lange, N. and Ryan, L. (1989) Assessing normality in random effects models. Ann. Statist., 17, 624-643.
    • (1989) Ann. Statist. , vol.17 , pp. 624-643
    • Lange, N.1    Ryan, L.2
  • 14
    • 0039988652 scopus 로고    scopus 로고
    • Outliers in multilevel data
    • Langford, I. H. and Lewis, T. (1998) Outliers in multilevel data (with discussion). J. R. Statist. Soc. A, 161, 121-160.
    • (1998) J. R. Statist. Soc. A , vol.161 , pp. 121-160
    • Langford, I.H.1    Lewis, T.2
  • 15
    • 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
  • 16
    • 0031744665 scopus 로고    scopus 로고
    • Local influence in linear mixed models
    • Lesaffre, E. and Verbeke, G. (1998) Local influence in linear mixed models. Biometrics, 54, 570-582.
    • (1998) Biometrics , vol.54 , pp. 570-582
    • Lesaffre, E.1    Verbeke, G.2
  • 17
    • 84950419603 scopus 로고
    • Newton-Raphson and EM algorithms for linear mixed-effects models for repeated measures data
    • Lindstrom, M. J. and Bates, D. M. (1988) Newton-Raphson and EM algorithms for linear mixed-effects models for repeated measures data. J. Am. Statist. Ass., 83, 1014-1022.
    • (1988) J. Am. Statist. Ass. , vol.83 , pp. 1014-1022
    • Lindstrom, M.J.1    Bates, D.M.2
  • 19
    • 0007239378 scopus 로고    scopus 로고
    • Discussion on 'outliers in multilevel data'
    • by I. H. Langford and T. Lewis
    • -(1998) Discussion on 'Outliers in multilevel data' (by I. H. Langford and T. Lewis). J. R. Statist. Soc. A, 161, 154-155.
    • (1998) J. R. Statist. Soc. A , vol.161 , pp. 154-155
  • 20
    • 0033474524 scopus 로고    scopus 로고
    • An experiment in primary health care provision
    • -(1999a) An experiment in primary health care provision. J. R. Statist. Soc. A, 162, 291-302.
    • (1999) J. R. Statist. Soc. A , vol.162 , pp. 291-302
  • 21
    • 0033618144 scopus 로고    scopus 로고
    • Selection bias and treatment heterogeneity in clinical trials
    • -(1999b) Selection bias and treatment heterogeneity in clinical trials. Statist. Med., 18, 1467-1474.
    • (1999) Statist. Med. , vol.18 , pp. 1467-1474
  • 22
    • 0000100644 scopus 로고    scopus 로고
    • On estimating standard errors in multilevel analysis
    • -(2000) On estimating standard errors in multilevel analysis. Statistician, 49, 389-398.
    • (2000) Statistician , vol.49 , pp. 389-398
  • 23
    • 0034380849 scopus 로고    scopus 로고
    • Lines in random effects plots from the linear mixed-effects model
    • Morrell, C. H. and Brant, L. J. (2000) Lines in random effects plots from the linear mixed-effects model. Am. Statistn, 54, 1-4.
    • (2000) Am. Statistn , vol.54 , pp. 1-4
    • Morrell, C.H.1    Brant, L.J.2
  • 24
    • 0000439370 scopus 로고
    • Bayesianly justifiable and relevant frequency calculations for the applied statistician
    • Rubin, D. B. (1984) Bayesianly justifiable and relevant frequency calculations for the applied statistician. Ann. Statist., 12, 1151-1172.
    • (1984) Ann. Statist. , vol.12 , pp. 1151-1172
    • Rubin, D.B.1
  • 25
    • 0001134562 scopus 로고
    • Identification and accommodation of outliers in general hierarchical models
    • Sharples, L. D. (1990) Identification and accommodation of outliers in general hierarchical models. Biometrika, 77, 445-453.
    • (1990) Biometrika , vol.77 , pp. 445-453
    • Sharples, L.D.1
  • 26
    • 0001578867 scopus 로고    scopus 로고
    • Triple-goal estimates in two-stage hierarchical models
    • Shen, W. and Louis, T. A. (1998) Triple-goal estimates in two-stage hierarchical models. J. R. Statist. Soc. B, 60, 455-471.
    • (1998) J. R. Statist. Soc. B , vol.60 , pp. 455-471
    • Shen, W.1    Louis, T.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.