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Volumn 75, Issue 1, 2007, Pages 96-113

Poisson regression for clustered data

Author keywords

Asymptotic efficiency; Clustered data; Count data; GEE; Generalized estimating equations; Maximum likelihood; Overdispersion; Quasi likelihood

Indexed keywords


EID: 34247215669     PISSN: 03067734     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1751-5823.2006.00003.x     Document Type: Article
Times cited : (14)

References (31)
  • 2
    • 0021316934 scopus 로고
    • Extra-Poisson variation in log-linear models
    • Breslow, N.E. (1984). Extra-Poisson variation in log-linear models. Appl. Stat., 33, 38-44.
    • (1984) Appl. Stat , vol.33 , pp. 38-44
    • Breslow, N.E.1
  • 3
    • 0011241944 scopus 로고
    • Approximate inference in generalized linear mixed models
    • Breslow, N.E. & Clayton, D.G. (1993). Approximate inference in generalized linear mixed models. J. Am. Stat. Assoc., 88, 9-25.
    • (1993) J. Am. Stat. Assoc , vol.88 , pp. 9-25
    • Breslow, N.E.1    Clayton, D.G.2
  • 4
    • 0003020981 scopus 로고
    • Bias correction in generalised linear mixed models with a single component of dispersion
    • Breslow, N.E. & Lin, X. (1995). Bias correction in generalised linear mixed models with a single component of dispersion. J. Am. Stat. Assoc., 82, 81-91.
    • (1995) J. Am. Stat. Assoc , vol.82 , pp. 81-91
    • Breslow, N.E.1    Lin, X.2
  • 9
    • 15544371183 scopus 로고    scopus 로고
    • Influence analysis for linear mixed effects models
    • Demidenko, E. & Stukel, T. (2005). Influence analysis for linear mixed effects models. Stat. Med., 24, 893-909.
    • (2005) Stat. Med , vol.24 , pp. 893-909
    • Demidenko, E.1    Stukel, T.2
  • 11
    • 0037452530 scopus 로고    scopus 로고
    • The implications of regional variations in Medicare spending. Part 1 : The content, quality and accessibility of care
    • Fisher, E.S., Wennberg, D.E., Stukel, T.A., Gottlieb, D.J., Lucas, F.L. & Pinder, E.L. (2003). The implications of regional variations in Medicare spending. Part 1 : The content, quality and accessibility of care. Ann. Int. Med., 138, 273-287.
    • (2003) Ann. Int. Med , vol.138 , pp. 273-287
    • Fisher, E.S.1    Wennberg, D.E.2    Stukel, T.A.3    Gottlieb, D.J.4    Lucas, F.L.5    Pinder, E.L.6
  • 12
    • 0000821796 scopus 로고
    • Pseudo maximum likelihood estimation: Theory and applications
    • Gong, G. & Samaniego, F.J. (1981). Pseudo maximum likelihood estimation: Theory and applications. Ann. Stat., 9, 861-869.
    • (1981) Ann. Stat , vol.9 , pp. 861-869
    • Gong, G.1    Samaniego, F.J.2
  • 13
    • 0000024102 scopus 로고    scopus 로고
    • Misspecified maximum likelihood estimates and generalized linear mixed models
    • Heagerty, P.J. & Kurland, B.F. (2001). Misspecified maximum likelihood estimates and generalized linear mixed models. Biometrika, 88, 973-985.
    • (2001) Biometrika , vol.88 , pp. 973-985
    • Heagerty, P.J.1    Kurland, B.F.2
  • 14
    • 0001780119 scopus 로고    scopus 로고
    • Marginalized multilevel models and likelihood inference
    • Heagerty, P.J. & Zeger, S.L. (2000). Marginalized multilevel models and likelihood inference. Stat. Sci., 15, 1-19.
    • (2000) Stat. Sci , vol.15 , pp. 1-19
    • Heagerty, P.J.1    Zeger, S.L.2
  • 15
    • 84988052086 scopus 로고
    • Negative binomial and mixed Poisson regression
    • Lawless, J.F. (1987). Negative binomial and mixed Poisson regression. Can. J. Stat., 15, 209-225.
    • (1987) Can. J. Stat , vol.15 , pp. 209-225
    • Lawless, J.F.1
  • 16
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang, K.Y. & Zeger, S.L. (1986). Longitudinal data analysis using generalized linear models. Biometrika, 73, 13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 17
    • 0004237651 scopus 로고
    • London: Oxford University Press
    • Magnus, J.R. (1988). Linear Structures. London: Oxford University Press.
    • (1988) Linear Structures
    • Magnus, J.R.1
  • 18
    • 0029938345 scopus 로고    scopus 로고
    • Efficiency of regression estimates for clustered data
    • Mancl, L.A. & Leroux, B.G. (1996). Efficiency of regression estimates for clustered data. Biometrics, 52, 500-511.
    • (1996) Biometrics , vol.52 , pp. 500-511
    • Mancl, L.A.1    Leroux, B.G.2
  • 19
    • 0001898235 scopus 로고
    • Quasi-likelihood functions
    • McCullagh, P. (1983). Quasi-likelihood functions. Ann. Stat., 11, 59-67.
    • (1983) Ann. Stat , vol.11 , pp. 59-67
    • McCullagh, P.1
  • 20
    • 0000162978 scopus 로고
    • The effects of mixture distribution misspecification when fitting mixed-effects logistic models
    • Neuhaus, J.M., Hauck, W.W. & Kalbfleisch, J.D. (1992). The effects of mixture distribution misspecification when fitting mixed-effects logistic models. Biometrika, 79, 755-762.
    • (1992) Biometrika , vol.79 , pp. 755-762
    • Neuhaus, J.M.1    Hauck, W.W.2    Kalbfleisch, J.D.3
  • 21
    • 84952507576 scopus 로고
    • The equality of the ordinary least squares estimator and best linear unbiased estimator
    • Puntanen, S. & Styan, P.H. (1989). The equality of the ordinary least squares estimator and best linear unbiased estimator, Am. Stat., 43, 153-161.
    • (1989) Am. Stat , vol.43 , pp. 153-161
    • Puntanen, S.1    Styan, P.H.2
  • 22
    • 0000544111 scopus 로고
    • Least squares theory using an estimated dispersion matrix and its application to measurement of signals
    • Rao, C.R. (1967). Least squares theory using an estimated dispersion matrix and its application to measurement of signals. Proc. Fifth Berkeley Symposium on Mathematical Statistics and Probability, 1, 355-372.
    • (1967) Proc. Fifth Berkeley Symposium on Mathematical Statistics and Probability , vol.1 , pp. 355-372
    • Rao, C.R.1
  • 24
    • 4344671893 scopus 로고    scopus 로고
    • Equivalence of conditional and marginal regression models for clustered and longitudinal data
    • Ritz, J. & Spiegelman, D. (2004). Equivalence of conditional and marginal regression models for clustered and longitudinal data. Stat. Methods Med. Res., 13, 309-323.
    • (2004) Stat. Methods Med. Res , vol.13 , pp. 309-323
    • Ritz, J.1    Spiegelman, D.2
  • 26
    • 0025172155 scopus 로고
    • Covariance models for longitudinal count data with overdispersion
    • Thall, P.F. & Vail, S.C. (1990). Covariance models for longitudinal count data with overdispersion. Biometrics, 46, 657-671.
    • (1990) Biometrics , vol.46 , pp. 657-671
    • Thall, P.F.1    Vail, S.C.2
  • 27
    • 34247273868 scopus 로고    scopus 로고
    • The Dartmouth Atlas of Health Care 1998 (1998). Center for the Evaluative Clinical Sciences Staff. Oxford: Oxford University Press.
    • The Dartmouth Atlas of Health Care 1998 (1998). Center for the Evaluative Clinical Sciences Staff. Oxford: Oxford University Press.
  • 28
    • 3843096981 scopus 로고    scopus 로고
    • Working correlation structure misspecification, estimation and covariate design: Implications for generalized estimating equations performance
    • Wang, Y.-G. & Carey, V (2003). Working correlation structure misspecification, estimation and covariate design: Implications for generalized estimating equations performance. Biometrika, 90, 29-41.
    • (2003) Biometrika , vol.90 , pp. 29-41
    • Wang, Y.-G.1    Carey, V.2
  • 29
    • 0001075340 scopus 로고
    • Linear least squares regression
    • Watson G.S. (1967). Linear least squares regression. Ann. Math. Stat., 38, 1679-1699.
    • (1967) Ann. Math. Stat , vol.38 , pp. 1679-1699
    • Watson, G.S.1
  • 30
    • 0013136164 scopus 로고
    • A regression model for time series of counts
    • Zeger, S.L. (1988). A regression model for time series of counts. Biometrika, 75, 621-629.
    • (1988) Biometrika , vol.75 , pp. 621-629
    • Zeger, S.L.1
  • 31
    • 0024205301 scopus 로고
    • Models for longitudinal data: A generalized estimating equation approach
    • Zeger, S.L., Liang, K.-Y. & Albert, P.A. (1988). Models for longitudinal data: A generalized estimating equation approach. Biometrics, 44, 1049-1060.
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.-Y.2    Albert, P.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.