메뉴 건너뛰기




Volumn 100, Issue 2, 2009, Pages 278-290

Analysis of correlated binary data under partially linear single-index logistic models

Author keywords

62G08; 62G10; 62G20; Association; Binary outcomes; Clustered data; Estimating equation; Marginal mean; primary; secondary; Semiparametric estimation; Undersmooth

Indexed keywords


EID: 56349145606     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2008.04.012     Document Type: Article
Times cited : (17)

References (31)
  • 1
    • 0000429149 scopus 로고
    • Modelling multivariate binary data with alternating logistic regressions
    • Carey V., Zeger S.L., and Diggle P.J. Modelling multivariate binary data with alternating logistic regressions. Biometrika 80 (1993) 517-526
    • (1993) Biometrika , vol.80 , pp. 517-526
    • Carey, V.1    Zeger, S.L.2    Diggle, P.J.3
  • 3
    • 34248638168 scopus 로고    scopus 로고
    • L.A. Cupples, Q. Yang, S. Demissie, D. Copenhafer, D. Levy, For Framingham Heart Study Investigators, Description of the Framingham Heart Study Data for Genetic Analysis Workshop 13, BMC Genet. 4 (Suppl. 2) (2003)
    • L.A. Cupples, Q. Yang, S. Demissie, D. Copenhafer, D. Levy, For Framingham Heart Study Investigators, Description of the Framingham Heart Study Data for Genetic Analysis Workshop 13, BMC Genet. 4 (Suppl. 2) (2003)
  • 4
    • 84950447968 scopus 로고
    • Local polynomial kernel regression for generalized linear models and quasi-likelihood functions
    • Fan J., Heckman N.E., and Wand M.P. Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. J. Amer. Statist. Assoc. 90 (1995) 141-150
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 141-150
    • Fan, J.1    Heckman, N.E.2    Wand, M.P.3
  • 5
    • 4944267519 scopus 로고    scopus 로고
    • New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis
    • Fan J., and Li R. New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. J. Amer. Statist. Assoc. 99 (2004) 710-723
    • (2004) J. Amer. Statist. Assoc. , vol.99 , pp. 710-723
    • Fan, J.1    Li, R.2
  • 6
    • 0001708275 scopus 로고
    • A likelihood-based method for analysing longitudinal binary responses
    • Fitzmaurice G.M., and Laird N.M. A likelihood-based method for analysing longitudinal binary responses. Biometrika 80 (1993) 141-151
    • (1993) Biometrika , vol.80 , pp. 141-151
    • Fitzmaurice, G.M.1    Laird, N.M.2
  • 7
    • 21144469983 scopus 로고
    • Optimal smoothing in single-index models
    • Härdle W., Hall P., and Ichimura H. Optimal smoothing in single-index models. Ann. Statist. 21 (1993) 157-178
    • (1993) Ann. Statist. , vol.21 , pp. 157-178
    • Härdle, W.1    Hall, P.2    Ichimura, H.3
  • 8
    • 0032281577 scopus 로고    scopus 로고
    • Extended generalized estimating equations for clustered data
    • Hall D.B., and Severini T.A. Extended generalized estimating equations for clustered data. J. Amer. Statist. Assoc. 93 (1998) 1365-1375
    • (1998) J. Amer. Statist. Assoc. , vol.93 , pp. 1365-1375
    • Hall, D.B.1    Severini, T.A.2
  • 9
    • 40249088344 scopus 로고    scopus 로고
    • Flexible generalized t-link models for binary response data
    • Kim S., Chen M.-H., and Dey D.K. Flexible generalized t-link models for binary response data. Biometrika 95 (2008) 93-106
    • (2008) Biometrika , vol.95 , pp. 93-106
    • Kim, S.1    Chen, M.-H.2    Dey, D.K.3
  • 10
    • 33947162035 scopus 로고    scopus 로고
    • Variable selection for the single-index model
    • Kong E., and Xia Y. Variable selection for the single-index model. Biometrika 94 (2007) 217-229
    • (2007) Biometrika , vol.94 , pp. 217-229
    • Kong, E.1    Xia, Y.2
  • 11
    • 24944511729 scopus 로고    scopus 로고
    • Multivariate variance-components analysis of longitudinal blood pressure measurements from the Framingham heart study
    • S55
    • Kraft P., Bauman L., Yuan J.Y., and Horvath S. Multivariate variance-components analysis of longitudinal blood pressure measurements from the Framingham heart study. BMC Genet. 4 Suppl. 1 (2003) S55
    • (2003) BMC Genet. , vol.4 , Issue.SUPPL. 1
    • Kraft, P.1    Bauman, L.2    Yuan, J.Y.3    Horvath, S.4
  • 12
    • 50649106252 scopus 로고    scopus 로고
    • Variable selection in semiparametric regression modeling
    • Li R.Z., and Liang H. Variable selection in semiparametric regression modeling. Ann. Statist. 36 (2008) 261-286
    • (2008) Ann. Statist. , vol.36 , pp. 261-286
    • Li, R.Z.1    Liang, H.2
  • 14
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang K.Y., and Zeger S.L. Longitudinal data analysis using generalized linear models. Biometrika 73 (1986) 13-22
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 15
    • 1542427460 scopus 로고    scopus 로고
    • Nonparametric function estimation for clustered data when the predictor is measured without/with error
    • Lin X.H., and Carroll R.J. Nonparametric function estimation for clustered data when the predictor is measured without/with error. J. Amer. Statist. Assoc. 95 (2000) 520-534
    • (2000) J. Amer. Statist. Assoc. , vol.95 , pp. 520-534
    • Lin, X.H.1    Carroll, R.J.2
  • 16
    • 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
  • 17
    • 0346020392 scopus 로고    scopus 로고
    • Semiparametric regression for clustered data
    • Lin X.H., and Carroll R.J. Semiparametric regression for clustered data. Biometrika 88 (2001) 1179-1185
    • (2001) Biometrika , vol.88 , pp. 1179-1185
    • Lin, X.H.1    Carroll, R.J.2
  • 18
    • 3343019611 scopus 로고
    • Generalized estimating equations for correlated binary data: Using the odds ratio as a measure of association
    • Lipsitz S.R., Laird N.M., and Harrington D.P. Generalized estimating equations for correlated binary data: Using the odds ratio as a measure of association. Biometrika 78 (1991) 153-160
    • (1991) Biometrika , vol.78 , pp. 153-160
    • Lipsitz, S.R.1    Laird, N.M.2    Harrington, D.P.3
  • 19
    • 84963132941 scopus 로고
    • A cautionary note on inference for marginal regression models with longitudinal data and general correlated response data
    • Pepe M.S., and Anderson G.L. A cautionary note on inference for marginal regression models with longitudinal data and general correlated response data. Comm. Statist. Simulation Comput. 23 (1994) 939-951
    • (1994) Comm. Statist. Simulation Comput. , vol.23 , pp. 939-951
    • Pepe, M.S.1    Anderson, G.L.2
  • 20
    • 0024266392 scopus 로고
    • Correlated binary regression with covariates specific to each binary observation
    • Prentice R.L. Correlated binary regression with covariates specific to each binary observation. Biometrics 44 (1988) 1033-1048
    • (1988) Biometrics , vol.44 , pp. 1033-1048
    • Prentice, R.L.1
  • 21
    • 84947934780 scopus 로고
    • An effective bandwidth selector for local least squares regression
    • Ruppert D., Sheather S.J., and Wand M.P. An effective bandwidth selector for local least squares regression. J. Amer. Statist. Assoc. 90 (1995) 1257-1270
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 1257-1270
    • Ruppert, D.1    Sheather, S.J.2    Wand, M.P.3
  • 22
    • 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
  • 23
    • 3543029715 scopus 로고    scopus 로고
    • Marginal nonparametric kernel regression accounting for within-subject correlation
    • Wang N. Marginal nonparametric kernel regression accounting for within-subject correlation. Biometrika 90 (2003) 43-52
    • (2003) Biometrika , vol.90 , pp. 43-52
    • Wang, N.1
  • 24
    • 14944358963 scopus 로고    scopus 로고
    • Efficient semiparametric marginal estimation for longitudinal/clustered data
    • Wang N., Carroll R.J., and Lin X. Efficient semiparametric marginal estimation for longitudinal/clustered data. J. Amer. Statist. Assoc. 100 (2005) 147-157
    • (2005) J. Amer. Statist. Assoc. , vol.100 , pp. 147-157
    • Wang, N.1    Carroll, R.J.2    Lin, X.3
  • 25
    • 33845728000 scopus 로고    scopus 로고
    • Asymptotic distributions for two estimators of the single-index model
    • Xia Y. Asymptotic distributions for two estimators of the single-index model. Econ. Theory 22 (2006) 1112-1137
    • (2006) Econ. Theory , vol.22 , pp. 1112-1137
    • Xia, Y.1
  • 26
    • 33645850720 scopus 로고    scopus 로고
    • Semi-parametric estimation of partially linear single-index models
    • Xia Y., and Härdle W. Semi-parametric estimation of partially linear single-index models. J. Mult. Anal. 97 (2006) 1162-1184
    • (2006) J. Mult. Anal. , vol.97 , pp. 1162-1184
    • Xia, Y.1    Härdle, W.2
  • 27
    • 0011336701 scopus 로고    scopus 로고
    • On extended partially linear single-index models
    • Xia Y., Tong H., and Li W.K. On extended partially linear single-index models. Biometrika 86 (1999) 831-842
    • (1999) Biometrika , vol.86 , pp. 831-842
    • Xia, Y.1    Tong, H.2    Li, W.K.3
  • 28
    • 0036967823 scopus 로고    scopus 로고
    • Marginal methods for incomplete longitudinal data arising in clusters
    • Yi G.Y., and Cook R.J. Marginal methods for incomplete longitudinal data arising in clusters. J. Amer. Statist. Assoc. 97 (2002) 1071-1080
    • (2002) J. Amer. Statist. Assoc. , vol.97 , pp. 1071-1080
    • Yi, G.Y.1    Cook, R.J.2
  • 29
    • 18444375022 scopus 로고    scopus 로고
    • Marginal and association regression models for longitudinal binary data with drop-outs: A likelihood-based approach
    • Yi G.Y., and Thompson M.E. Marginal and association regression models for longitudinal binary data with drop-outs: A likelihood-based approach. Canad. J. Statist. 33 (2005) 3-20
    • (2005) Canad. J. Statist. , vol.33 , pp. 3-20
    • Yi, G.Y.1    Thompson, M.E.2
  • 30
    • 0022673130 scopus 로고
    • Longitudinal data analysis for discrete and continuous outcomes
    • Zeger S.L., and Liang K.Y. Longitudinal data analysis for discrete and continuous outcomes. Biometrics 42 (1986) 121-130
    • (1986) Biometrics , vol.42 , pp. 121-130
    • Zeger, S.L.1    Liang, K.Y.2
  • 31
    • 12244310929 scopus 로고
    • Correlated binary regression using a quadratic exponential model
    • Zhao L.P., and Prentice R.L. Correlated binary regression using a quadratic exponential model. Biometrika 77 (1990) 642-648
    • (1990) Biometrika , vol.77 , pp. 642-648
    • Zhao, L.P.1    Prentice, R.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.