Iterative weighted partial spline least squares estimation in semiparametric modeling of longitudinal data

被引：0
|
作者：
孙孝前
尤进红
机构：
[1] Department of Statistics, University of Missouri-Columbia, Columbia, MO 65211, USA ,Department of Mathematics and Statistics, University of Regina, Regina, Saskatchewan, Canada S4S 0A2
[2] Department of Mathematics, Huaiyin Teachers College, Huaian 223001, China
来源：
Science China Mathematics | 2003年 / 05期
关键词：
semiparametric modelling; longitudinal data; iterative weighted partial spline least squares estimator (IWPSLSE); asymptotic normality;
D O I：
暂无
中图分类号：
O211.67 [期望与预测];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
In this paper we consider the estimating problem of a semiparametric regression modelling whenthe data are longitudinal.An iterative weighted partial spline least squares estimator(IWPSLSE)for the para-metric component is proposed which is more efficient than the weighted partial spline least squares estimator(WPSLSE)with weights constructed by using the within-group partial spline least squares residuals in the sense
引用
收藏
页码：724 / 735
页数：12
相关论文
共 50 条
  • [1] Iterative weighted partial spline least squares estimation in semiparametric modeling of longitudinal data
    Sun, XQ
    You, JH
    SCIENCE IN CHINA SERIES A-MATHEMATICS, 2003, 46 (05): : 724 - 735
  • [2] Iterative weighted partial spline least squares estimation in semiparametric modeling of longitudinal data
    Xiaoqian Sun
    Jinhong You
    Science in China Series A: Mathematics, 2003, 46 : 724 - 735
  • [3] Iterative weighted semiparametric least squares estimation in repeated measurement partially linear regression models
    Chen G.
    You J.-H.
    Acta Mathematicae Applicatae Sinica, 2005, 21 (2) : 177 - 192
  • [4] Estimation of truncated spline in nonlinear structural equation modeling using weighted least squares method
    Ruliana
    Budiantara, I. N.
    Otok, B. W.
    Wibowo, W.
    ASIAN MATHEMATICAL CONFERENCE 2016 (AMC 2016), 2017, 893
  • [5] Weighted least squares estimation for exchangeable binary data
    Bowman, Dale
    George, E. Olusegun
    COMPUTATIONAL STATISTICS, 2017, 32 (04) : 1747 - 1765
  • [6] Weighted least squares estimation for exchangeable binary data
    Dale Bowman
    E. Olusegun George
    Computational Statistics, 2017, 32 : 1747 - 1765
  • [7] Regularized Iterative Weighted Total Least Squares for Vehicle Mass Estimation
    Koide, Hugo
    Vayssettes, Jeremy
    Mercere, Guillaume
    IFAC PAPERSONLINE, 2024, 58 (15): : 37 - 42
  • [8] ESTIMATION OF COEFFICIENTS IN A LINEAR MODEL BY EXTENDED ITERATIVE WEIGHTED LEAST SQUARES
    GOODMAN, AF
    TECHNOMETRICS, 1966, 8 (01) : 206 - &
  • [9] The Partial Least Squares Spline Model for Public Health Surveillance Data
    Sadiq, Maryam
    Alnagar, Dalia Kamal Fathi
    Abdulrahman, Alanazi Talal
    Alharbi, Randa
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2022, 2022
  • [10] Weighted and two-stage least squares estimation of semiparametric truncated regression models
    Khan, Shakeeb
    Lewbel, Arthur
    ECONOMETRIC THEORY, 2007, 23 (02) : 309 - 347
12345