메뉴 건너뛰기




Volumn 99, Issue 467, 2004, Pages 710-723

New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis

Author keywords

Local polynomial regression; Partial linear model; Penalized least squares; Profile least squares; Smoothly clipped absolute deviation

Indexed keywords


EID: 4944267519     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214504000001060     Document Type: Article
Times cited : (347)

References (32)
  • 1
    • 0001646484 scopus 로고
    • Cox's regression model for counting processes: A large sample study
    • Andersen, P. K., and Gill, R. D. (1982), "Cox's Regression Model for Counting Processes: A Large Sample Study," The Annals of Statistics, 10, 1100-1120.
    • (1982) The Annals of Statistics , vol.10 , pp. 1100-1120
    • Andersen, P.K.1    Gill, R.D.2
  • 3
    • 0030344230 scopus 로고    scopus 로고
    • Heuristics of instability and stabilization in model selection
    • Brelman, L. (1996), "Heuristics of Instability and Stabilization in Model Selection," The Annals of Statistics, 24, 2350-2383.
    • (1996) The Annals of Statistics , vol.24 , pp. 2350-2383
    • Brelman, L.1
  • 5
    • 0002431407 scopus 로고    scopus 로고
    • Inferences for a semiparametric model with panel data
    • Cheng, S. C., and Wei, L. J. (2000), "Inferences for a Semiparametric Model With Panel Data," Biometrika, 87, 89-97.
    • (2000) Biometrika , vol.87 , pp. 89-97
    • Cheng, S.C.1    Wei, L.J.2
  • 6
    • 1542783734 scopus 로고    scopus 로고
    • Smoothing spline estimation for varying coefficient models with repeatedly measured dependent variables
    • Chiang, C.-T., Rice, J. A., and Wu, C. O. (2001), "Smoothing Spline Estimation for Varying Coefficient Models With Repeatedly Measured Dependent Variables," Journal of the American Statistical Association, 96, 605-619.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 605-619
    • Chiang, C.-T.1    Rice, J.A.2    Wu, C.O.3
  • 11
    • 1542784498 scopus 로고    scopus 로고
    • Variable selection via nonconcave penalized likelihood and its oracle properties
    • Fan, J., and Li, R. (2001), "Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties," Journal of the American Statistical Association, 96, 1348-1360.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 12
    • 0035633948 scopus 로고    scopus 로고
    • Generalized likelihood ratio statistics and wilks phenomenon
    • Fan, J., Zhang, C., and Zhang, J. (2001), "Generalized Likelihood Ratio Statistics and Wilks Phenomenon," The Annals of Statistics, 29, 153-193.
    • (2001) The Annals of Statistics , vol.29 , pp. 153-193
    • Fan, J.1    Zhang, C.2    Zhang, J.3
  • 13
    • 0034355052 scopus 로고    scopus 로고
    • Two-step estimation of functional linear models with applications to longitudinal data
    • Fan, J., and Zhang, J. (2000), "Two-Step Estimation of Functional Linear Models With Applications to Longitudinal Data," Journal of the Royal Statistical Society, Ser. B, 62, 303-322.
    • (2000) Journal of the Royal Statistical Society, Ser. B , vol.62 , pp. 303-322
    • Fan, J.1    Zhang, J.2
  • 14
    • 84952149204 scopus 로고
    • A statistical view of some chemometrics regression tools
    • Frank, I. E., and Friedman, J. H. (1993), "A Statistical View of Some Chemometrics Regression Tools," Technometrics, 35, 109-148.
    • (1993) Technometrics , vol.35 , pp. 109-148
    • Frank, I.E.1    Friedman, J.H.2
  • 15
    • 33746302303 scopus 로고    scopus 로고
    • Nonparametric smoothing estimates of time-varying coefficient models with longitudinal data
    • Hoover, D. R., Rice, J. A., Wu, C. O., and Yang, L. P. (1998), "Nonparametric Smoothing Estimates of Time-Varying Coefficient Models With Longitudinal Data," Biometrika, 85, 809-822.
    • (1998) Biometrika , vol.85 , pp. 809-822
    • Hoover, D.R.1    Rice, J.A.2    Wu, C.O.3    Yang, L.P.4
  • 16
    • 0011799801 scopus 로고    scopus 로고
    • Varying-coefficient models and basis function approximations for the analysis of repeated measurements
    • Huang, J. Z., Wu, C. O., and Zhou, L. (2002), "Varying-Coefficient Models and Basis Function Approximations for the Analysis of Repeated Measurements," Biometrika, 89, 111-128.
    • (2002) Biometrika , vol.89 , pp. 111-128
    • Huang, J.Z.1    Wu, C.O.2    Zhou, L.3
  • 17
    • 0023186650 scopus 로고
    • The multicenter AIDS cohort study: Rationale, organization and selected characteristics of the participants
    • Kaslow, R. A., Ostrow, D. G., Detels, R., Phair, J. P., Polk, B. F., and Rinaldo, C. R. (1987), "The Multicenter AIDS Cohort Study: Rationale, Organization and Selected Characteristics of the Participants," American Journal of Epidemiology, 126, 310-318.
    • (1987) American Journal of Epidemiology , vol.126 , pp. 310-318
    • Kaslow, R.A.1    Ostrow, D.G.2    Detels, R.3    Phair, J.P.4    Polk, B.F.5    Rinaldo, C.R.6
  • 18
    • 1842766126 scopus 로고    scopus 로고
    • Semiparametric and nonparametric regression analysis of longitudinal data
    • Lin, D. Y., and Ying, Z. (2001), "Semiparametric and Nonparametric Regression Analysis of Longitudinal Data" (with discussion), Journal of the American Statistical Association, 96, 103-126.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 103-126
    • Lin, D.Y.1    Ying, Z.2
  • 19
    • 1842766126 scopus 로고    scopus 로고
    • Comment on "semiparametric and nonparametric regression analysis of longitudinal data
    • D. Y. Lin and Z. Ying
    • Lin, X., and Carroll, R. J. (2001a), Comment on "Semiparametric and Nonparametric Regression Analysis of Longitudinal Data," by D. Y. Lin and Z. Ying, Journal of the American Statistical Association, 96, 114-116.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 114-116
    • Lin, X.1    Carroll, R.J.2
  • 20
    • 0442312205 scopus 로고    scopus 로고
    • Semiparametric regression for clustered data using generalized estimating equations
    • _ (2001b), "Semiparametric Regression for Clustered Data Using Generalized Estimating Equations," Journal of the American Statistical Association, 96, 1045-1056.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 1045-1056
  • 21
    • 0000443424 scopus 로고    scopus 로고
    • A semiparametric additive regression model for longitudinal data
    • Martinussen, T., and Scheike, T. H. (1999), "A Semiparametric Additive Regression Model for Longitudinal Data," Biometrika, 86, 691-702.
    • (1999) Biometrika , vol.86 , pp. 691-702
    • Martinussen, T.1    Scheike, T.H.2
  • 22
    • 0035531255 scopus 로고    scopus 로고
    • Sampling-adjusted analysis of dynamic additive regression models for longitudinal data
    • _ (2001), "Sampling-Adjusted Analysis of Dynamic Additive Regression Models for Longitudinal Data," Scandinavian Journal of Statistics, 28, 303-323.
    • (2001) Scandinavian Journal of Statistics , vol.28 , pp. 303-323
  • 23
    • 0002312182 scopus 로고
    • Rates of convergence in semiparametric modeling of longitudinal data
    • Moyeed, R. A., and Diggle, P. J. (1994), "Rates of Convergence in Semiparametric Modeling of Longitudinal Data," Australian Journal of Statistics, 36, 75-93.
    • (1994) Australian Journal of Statistics , vol.36 , pp. 75-93
    • Moyeed, R.A.1    Diggle, P.J.2
  • 31
    • 0032283833 scopus 로고    scopus 로고
    • Asymptotic confidence regions for Kernel smoothing of a time-varying coefficient model with longitudinal data
    • Wu, C. O., Chiang, T., and Hoover, D. R. (1998), "Asymptotic Confidence Regions for Kernel Smoothing of a Time-Varying Coefficient Model With Longitudinal Data," Journal of the American Statistical Association, 88, 1388-1402.
    • (1998) Journal of the American Statistical Association , vol.88 , pp. 1388-1402
    • Wu, C.O.1    Chiang, T.2    Hoover, D.R.3
  • 32
    • 0028153316 scopus 로고
    • Semiparametric models for longitudinal data with application to CD4 cell numbers in HIV seroconverters
    • Zeger, S. L., and Diggle, P. J. (1994), "Semiparametric Models for Longitudinal Data With Application to CD4 Cell Numbers in HIV Seroconverters," Biometrics, 50, 689-699.
    • (1994) Biometrics , vol.50 , pp. 689-699
    • Zeger, S.L.1    Diggle, P.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.