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Volumn 99, Issue 5, 2008, Pages 880-895

Generalized partially linear models with missing covariates

Author keywords

AIDS clinical trial; Completely missing at random; Local linear; Local quasilikelihood; Missing at random; Nonignorable; Penalized quasilikelihood; Weighted estimating equation

Indexed keywords


EID: 40749158174     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2007.05.004     Document Type: Article
Times cited : (37)

References (30)
  • 2
    • 0036616826 scopus 로고    scopus 로고
    • Bayesian methods for missing covariates in cure rate models
    • Chen M.H., Ibrahim J.G., and Lipsitz S.R. Bayesian methods for missing covariates in cure rate models. Lifetime Data Anal. 8 (2002) 117-146
    • (2002) Lifetime Data Anal. , vol.8 , pp. 117-146
    • Chen, M.H.1    Ibrahim, J.G.2    Lipsitz, S.R.3
  • 4
    • 3242731879 scopus 로고    scopus 로고
    • Virologic and immunologic outcomes after 24 weeks in HIV type-1-infected adolescents receiving highly active antiretroviral therapy
    • Flynn P.M., Rudy B.J., Douglas S.D., et al. Virologic and immunologic outcomes after 24 weeks in HIV type-1-infected adolescents receiving highly active antiretroviral therapy. J. Infect. Dis. 190 (2004) 271-279
    • (2004) J. Infect. Dis. , vol.190 , pp. 271-279
    • Flynn, P.M.1    Rudy, B.J.2    Douglas, S.D.3
  • 5
    • 0032265107 scopus 로고    scopus 로고
    • Testing parametric versus semiparametric modeling in generalized linear models
    • Härdle W., Mammen E., and Müller M. Testing parametric versus semiparametric modeling in generalized linear models. J. Amer. Statist. Assoc. 93 (1998) 1461-1474
    • (1998) J. Amer. Statist. Assoc. , vol.93 , pp. 1461-1474
    • Härdle, W.1    Mammen, E.2    Müller, M.3
  • 7
    • 0032969451 scopus 로고    scopus 로고
    • Monte Carlo EM for missing covariates in parametric regression models
    • Ibrahim J.G., Chen M.H., and Lipsitz S.R. Monte Carlo EM for missing covariates in parametric regression models. Biometrics 55 (1999) 591-596
    • (1999) Biometrics , vol.55 , pp. 591-596
    • Ibrahim, J.G.1    Chen, M.H.2    Lipsitz, S.R.3
  • 8
    • 14944360441 scopus 로고    scopus 로고
    • Missing-data methods for generalized linear models: a comparative review
    • Ibrahim J.G., Chen M.H., Lipsitz S.R., and Herring A. Missing-data methods for generalized linear models: a comparative review. J. Amer. Statist. Assoc. 100 (2005) 332-346
    • (2005) J. Amer. Statist. Assoc. , vol.100 , pp. 332-346
    • Ibrahim, J.G.1    Chen, M.H.2    Lipsitz, S.R.3    Herring, A.4
  • 9
    • 0035649963 scopus 로고    scopus 로고
    • Using auxiliary data for parameter estimation with nonignorable missing outcomes
    • Ibrahim J.G., Lipsitz S.R., and Horton N. Using auxiliary data for parameter estimation with nonignorable missing outcomes. Appl. Statist. 50 (2001) 361-373
    • (2001) Appl. Statist. , vol.50 , pp. 361-373
    • Ibrahim, J.G.1    Lipsitz, S.R.2    Horton, N.3
  • 10
    • 0033475350 scopus 로고    scopus 로고
    • Semiparametric methods for response-selective and missing data problems in regression
    • Lawless J.F., Wild C.J., and Kalbfleisch J.D. Semiparametric methods for response-selective and missing data problems in regression. J. R. Statist. Soc. B 61 (1999) 413-438
    • (1999) J. R. Statist. Soc. B , vol.61 , pp. 413-438
    • Lawless, J.F.1    Wild, C.J.2    Kalbfleisch, J.D.3
  • 11
    • 15944377435 scopus 로고    scopus 로고
    • Generalized partially linear measurement error models
    • Liang H., and Ren H.B. Generalized partially linear measurement error models. J. Comp. Graph. Statist. 14 (2005) 237-250
    • (2005) J. Comp. Graph. Statist. , vol.14 , pp. 237-250
    • Liang, H.1    Ren, H.B.2
  • 13
    • 0142089896 scopus 로고    scopus 로고
    • The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effect varying-coefficient semiparametric models with measurement error
    • Liang H., Wu H.L., and Carroll R.J. The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effect varying-coefficient semiparametric models with measurement error. Biostatistics 4 (2003) 297-312
    • (2003) Biostatistics , vol.4 , pp. 297-312
    • Liang, H.1    Wu, H.L.2    Carroll, R.J.3
  • 14
    • 0442312205 scopus 로고    scopus 로고
    • Semiparametric regression for clustered data using generalized estimating equations
    • Lin X.H., and Carroll R.J. Semiparametric regression for clustered data using generalized estimating equations. J. Amer. Statist. Assoc. 96 (2001) 1045-1056
    • (2001) J. Amer. Statist. Assoc. , vol.96 , pp. 1045-1056
    • Lin, X.H.1    Carroll, R.J.2
  • 15
    • 33645030026 scopus 로고    scopus 로고
    • Semiparametric estimation in general repeated measures problems
    • Lin X.H., and Carroll R.J. Semiparametric estimation in general repeated measures problems. J. R. Statist. Soc. B 68 (2006) 69-88
    • (2006) J. R. Statist. Soc. B , vol.68 , pp. 69-88
    • Lin, X.H.1    Carroll, R.J.2
  • 19
    • 21844487694 scopus 로고
    • Semiparametric efficiency in multivariate regression models with missing data
    • Robins J.M., and Rotnitzky A. Semiparametric efficiency in multivariate regression models with missing data. J. Amer. Statist. Assoc. 90 (1995) 122-129
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 122-129
    • Robins, J.M.1    Rotnitzky, A.2
  • 20
    • 84888862680 scopus 로고
    • Estimation of regression coefficients when some regressors are not always observed
    • Robins J.M., Rotnitzky A., and Zhao L.P. Estimation of regression coefficients when some regressors are not always observed. J. Amer. Statist. Assoc. 89 (1994) 846-866
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 846-866
    • Robins, J.M.1    Rotnitzky, A.2    Zhao, L.P.3
  • 21
    • 84950421496 scopus 로고
    • Analysis of semiparametric regression models for repeated outcomes in the presence of missing data
    • Robins J.M., Rotnitzky A., and Zhao L.P. Analysis of semiparametric regression models for repeated outcomes in the presence of missing data. J. Amer. Statist. Assoc. 90 (1995) 106-121
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 106-121
    • Robins, J.M.1    Rotnitzky, A.2    Zhao, L.P.3
  • 23
    • 0010027636 scopus 로고    scopus 로고
    • Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation
    • Ruppert D. Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation. J. Amer. Statist. Assoc. 92 (1997) 1049-1062
    • (1997) J. Amer. Statist. Assoc. , vol.92 , pp. 1049-1062
    • Ruppert, D.1
  • 24
    • 84950442031 scopus 로고
    • Quasilikelihood estimation in semiparametric models
    • Severini T.A., and Staniswalis J.G. Quasilikelihood estimation in semiparametric models. J. Amer. Statist. Assoc. 89 (1994) 501-511
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 501-511
    • Severini, T.A.1    Staniswalis, J.G.2
  • 26
    • 0031517781 scopus 로고    scopus 로고
    • Weighted semiparametric estimation in regression analysis with missing covariate data
    • Wang C.Y., Wang S., Zhao L.P., and Ou S.T. Weighted semiparametric estimation in regression analysis with missing covariate data. J. Amer. Statist. Assoc. 92 (1997) 512-525
    • (1997) J. Amer. Statist. Assoc. , vol.92 , pp. 512-525
    • Wang, C.Y.1    Wang, S.2    Zhao, L.P.3    Ou, S.T.4
  • 27
    • 0011419832 scopus 로고    scopus 로고
    • Characterizing individual and population viral dynamics in HIV-1-infected patients with potent antiretroviral therapy: correlations with host-specific factors and virological endpoints
    • Wu H.L., Kuritzkes D.R., Clair M.S., et al. Characterizing individual and population viral dynamics in HIV-1-infected patients with potent antiretroviral therapy: correlations with host-specific factors and virological endpoints. J. Infect. Dis. 179 (1999) 799-897
    • (1999) J. Infect. Dis. , vol.179 , pp. 799-897
    • Wu, H.L.1    Kuritzkes, D.R.2    Clair, M.S.3
  • 28
    • 1442325333 scopus 로고    scopus 로고
    • Relationship of plasma HIV-1 RNA dynamics to baseline factors and virological responses to highly active antiretroviral therapy (HAART) in adolescents (aged 12-22 years) infected through risk behavior
    • Wu H., Lathey J., Ruan P., et al. Relationship of plasma HIV-1 RNA dynamics to baseline factors and virological responses to highly active antiretroviral therapy (HAART) in adolescents (aged 12-22 years) infected through risk behavior. J. Infect. Dis. 189 (2004) 593-601
    • (2004) J. Infect. Dis. , vol.189 , pp. 593-601
    • Wu, H.1    Lathey, J.2    Ruan, P.3
  • 29
    • 4944229776 scopus 로고    scopus 로고
    • Exact and approximate inferences for nonlinear mixed-effects models with missing covariates
    • Wu L. Exact and approximate inferences for nonlinear mixed-effects models with missing covariates. J. Amer. Statist. Assoc. 99 (2004) 700-709
    • (2004) J. Amer. Statist. Assoc. , vol.99 , pp. 700-709
    • Wu, L.1
  • 30
    • 0036970585 scopus 로고    scopus 로고
    • Penalized spline estimation for partially linear single-index models
    • Yu Y., and Ruppert D. Penalized spline estimation for partially linear single-index models. J. Amer. Statist. Assoc. 97 (2002) 1042-1054
    • (2002) J. Amer. Statist. Assoc. , vol.97 , pp. 1042-1054
    • Yu, Y.1    Ruppert, D.2


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