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Componentwise B-spline estimation for varying coefficient models with longitudinal data

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  • Tang Qingguo

    ()

  • Cheng Longsheng

    ()

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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s00362-011-0369-2
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    Bibliographic Info

    Article provided by Springer in its journal Statistical Papers.

    Volume (Year): 53 (2012)
    Issue (Month): 3 (August)
    Pages: 629-652

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    Handle: RePEc:spr:stpapr:v:53:y:2012:i:3:p:629-652

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    Web page: http://www.springer.com/statistics/business/journal/362

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    Related research

    Keywords: Varying coefficient models; Longitudinal data; Componentwise B-spline estimators; Optimal convergence rate; Different smoothness families; 62G07;

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    References

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    1. Jianhua Z. Huang, 2002. "Varying-coefficient models and basis function approximations for the analysis of repeated measurements," Biometrika, Biometrika Trust, vol. 89(1), pages 111-128, March.
    2. J. Fan & J.-T. Zhang, 2000. "Two-step estimation of functional linear models with applications to longitudinal data," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 62(2), pages 303-322.
    3. R. L. Eubank & Chunfeng Huang & Y. Muñoz Maldonado & Naisyin Wang & Suojin Wang & R. J. Buchanan, 2004. "Smoothing spline estimation in varying-coefficient models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 66(3), pages 653-667.
    4. Zhang, Wenyang & Lee, Sik-Yum, 2000. "Variable Bandwidth Selection in Varying-Coefficient Models," Journal of Multivariate Analysis, Elsevier, vol. 74(1), pages 116-134, July.
    5. Xue, Liugen & Zhu, Lixing, 2007. "Empirical Likelihood for a Varying Coefficient Model With Longitudinal Data," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 642-654, June.
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    Cited by:
    1. A. Antoniadis & I. Gijbels & S. Lambert-Lacroix, 2014. "Penalized estimation in additive varying coefficient models using grouped regularization," Statistical Papers, Springer, vol. 55(3), pages 727-750, August.

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