Browsing 01 Mathematical Sciences by Author "Carroll R."

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Browsing 01 Mathematical Sciences by Author "Carroll R."

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  • Generalized partially linear single-index models 
    Carroll R.; Fan Jianqing; Gijbels Irene; Wand Matt (American Statistical Association, 1997)
    A semiparametric version of the generalized linear model for regression response was developed by replacing the linear combination with nonparametric components. The generalized partially linear single-index models were ...
  • Marginal longitudinal semiparametric regression via penalized splines 
    Al Kadiri M; Carroll R.; Wand Matt (Elsevier BV, 2010)
    We study the marginal longitudinal nonparametric regression problem and some of its semiparametric extensions. We point out that, while several elaborate proposals for efficient estimation have been proposed, a relative ...
  • Semiparametric regression during 2003-2007 
    Ruppert David; Wand Matt; Carroll R. (Institute of Mathematical Statistics, 2009)
    Semiparametric regression is a fusion between parametric regression and nonparametric regression that integrates low-rank penalized splines, mixed model and hierarchical Bayesian methodology ¿ thus allowing more streamlined ...
  • Simple fitting of subject-specific curves for longitudinal data 
    Durban M.; Harezlak J.; Wand Matt; Carroll R. (John Wiley & Sons Ltd., 2005)
    We present a simple semiparametric model for tting subject-speci c curves for longitudinal data. Individual curves are modelled as penalized splines with random coe cients. This model has a mixed model representation, and ...