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

Statistical Papers ◽

10.1007/s00362-011-0369-2 ◽

2011 ◽

Vol 53 (3) ◽

pp. 629-652 ◽

Author(s):

Tang Qingguo ◽

Cheng Longsheng

Keyword(s):

Longitudinal Data ◽

Varying Coefficient Models ◽

B Spline ◽

Varying Coefficient ◽

Spline Estimation

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M-estimation and B-spline approximation for varying coefficient models with longitudinal data

Journal of Nonparametric Statistics ◽

10.1080/10485250802375950 ◽

2008 ◽

Vol 20 (7) ◽

pp. 611-625 ◽

Author(s):

Tang Qingguo ◽

Cheng Longsheng

Keyword(s):

Longitudinal Data ◽

Spline Approximation ◽

Varying Coefficient Models ◽

B Spline ◽

Varying Coefficient ◽

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Automatic variable selection for varying coefficient models with longitudinal data

Statistics & Probability Letters ◽

10.1016/j.spl.2016.07.012 ◽

2016 ◽

Vol 119 ◽

pp. 84-90 ◽

Author(s):

Ruiqin Tian ◽

Liugen Xue ◽

Dengke Xu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Marginal quantile regression for varying coefficient models with longitudinal data

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-018-0684-7 ◽

2018 ◽

Vol 72 (1) ◽

pp. 213-234 ◽

Author(s):

Weihua Zhao ◽

Weiping Zhang ◽

Heng Lian

Keyword(s):

Longitudinal Data ◽

Quantile Regression ◽

Varying Coefficient Models ◽

Varying Coefficient

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New efficient spline estimation for varying-coefficient models with two-step knot number selection

Metrika ◽

10.1007/s00184-020-00798-8 ◽

2020 ◽

Author(s):

Jun Jin ◽

Tiefeng Ma ◽

Jiajia Dai

Keyword(s):

Varying Coefficient Models ◽

Varying Coefficient ◽

Spline Estimation

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Empirical likelihood inference in mixture of semiparametric varying-coefficient models for longitudinal data with non-ignorable dropout

10.1080/02331888.2012.748778 ◽

2012 ◽

Vol 48 (3) ◽

pp. 668-684 ◽

Author(s):

Xing-Cai Zhou ◽

Jin-Guan Lin

Keyword(s):

Longitudinal Data ◽

Empirical Likelihood ◽

Likelihood Inference ◽

Varying Coefficient Models ◽

Varying Coefficient

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Robust and efficient estimator for simultaneous model structure identification and variable selection in generalized partial linear varying coefficient models with longitudinal data

Statistical Papers ◽

10.1007/s00362-017-0890-z ◽

2017 ◽

Vol 60 (5) ◽

pp. 1649-1676 ◽

Author(s):

Kangning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Structure Identification ◽

Varying Coefficient Models ◽

Model Structure ◽

Efficient Estimator ◽

Varying Coefficient ◽

Partial Linear ◽

Simultaneous Model

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B-spline estimation for varying coefficient regression with spatial data

Science in China Series A Mathematics ◽

10.1007/s11425-009-0111-x ◽

2009 ◽

Vol 52 (11) ◽

pp. 2321-2340 ◽

Author(s):

QingGuo Tang ◽

LongSheng Cheng

Keyword(s):

Spatial Data ◽

B Spline ◽

Varying Coefficient ◽

Varying Coefficient Regression ◽

Spline Estimation

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Penalized spline estimation in varying coefficient models with censored data

Test ◽

10.1007/s11749-017-0574-y ◽

2017 ◽

Vol 27 (4) ◽

pp. 871-895

Author(s):

K. Hendrickx ◽

P. Janssen ◽

A. Verhasselt

Keyword(s):

Censored Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Penalized Spline ◽

Spline Estimation ◽

Penalized Spline Estimation

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Estimation of semi-varying coefficient models for longitudinal data with irregular error structure

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107389 ◽

2021 ◽

pp. 107389

Author(s):

Yan-Yong Zhao ◽

Jin-Guan Lin ◽

Jian-Qiang Zhao ◽

Zhang-Xiao Miao

Keyword(s):

Longitudinal Data ◽

Varying Coefficient Models ◽

Error Structure ◽

Varying Coefficient

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B-spline estimation for semiparametric varying-coefficient partially linear regression with spatial data

Journal of Nonparametric Statistics ◽

10.1080/10485252.2012.758263 ◽

2013 ◽

Vol 25 (2) ◽

pp. 361-378 ◽

Author(s):

Tang Qingguo

Keyword(s):

Linear Regression ◽

Spatial Data ◽

B Spline ◽

Varying Coefficient ◽

Partially Linear ◽

Spline Estimation

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