Model averaging prediction for nonparametric varying-coefficient models with B-spline smoothing

Statistical Papers ◽

10.1007/s00362-020-01218-9 ◽

2021 ◽

Author(s):

Xiaochao Xia

Keyword(s):

Model Averaging ◽

Varying Coefficient Models ◽

Spline Smoothing ◽

B Spline ◽

Varying Coefficient

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OPTIMAL MODEL AVERAGING OF VARYING COEFFICIENT MODELS

Statistica Sinica ◽

10.5705/ss.202017.0034 ◽

2019 ◽

Author(s):

Cong Li ◽

Qi Li ◽

JEFFREY RACINE ◽

DAIQIANG ZHANG

Keyword(s):

Model Averaging ◽

Varying Coefficient Models ◽

Optimal Model ◽

Varying Coefficient

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Optimal Model Averaging of Varying Coefficient Models

SSRN Electronic Journal ◽

10.2139/ssrn.2905268 ◽

2017 ◽

Author(s):

Cong Li ◽

Qi Li ◽

Jeffrey Racine

Keyword(s):

Model Averaging ◽

Varying Coefficient Models ◽

Optimal Model ◽

Varying Coefficient

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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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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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Model averaging by jackknife criterion for varying-coefficient partially linear models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2019.1580736 ◽

2019 ◽

Vol 49 (11) ◽

pp. 2671-2689

Author(s):

Guozhi Hu ◽

Weihu Cheng ◽

Jie Zeng

Keyword(s):

Linear Models ◽

Model Averaging ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear

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Adaptive-weighted estimation of semi-varying coefficient models with heteroscedastic errors

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2021.1914616 ◽

2021 ◽

pp. 1-19

Author(s):

Yuze Yuan ◽

Yong Zhou

Keyword(s):

Varying Coefficient Models ◽

Varying Coefficient ◽

Heteroscedastic Errors ◽

Weighted Estimation

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A simple test for spatial heteroscedasticity in spatially varying coefficient models

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2020.1862112 ◽

2020 ◽

pp. 1-13

Author(s):

Si-Lian Shen ◽

Jian-Ling Cui ◽

Xin-Qian Wu

Keyword(s):

Varying Coefficient Models ◽

Simple Test ◽

Varying Coefficient ◽

Spatial Heteroscedasticity ◽

Spatially Varying

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Optimization of regularized B-spline smoothing for turbulent Lagrangian trajectories

Experimental Thermal and Fluid Science ◽

10.1016/j.expthermflusci.2021.110376 ◽

2021 ◽

pp. 110376

Author(s):

Adam Cheminet ◽

Yasar Ostovan ◽

Valentina Valori ◽

Christophe Cuvier ◽

Fançois Daviaud ◽

...

Keyword(s):

Spline Smoothing ◽

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Estimation of varying coefficient models with measurement error

Journal of Econometrics ◽

10.1016/j.jeconom.2020.12.013 ◽

2021 ◽

Author(s):

Hao Dong ◽

Taisuke Otsu ◽

Luke Taylor

Keyword(s):

Measurement Error ◽

Varying Coefficient Models ◽

Varying Coefficient

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Local linear estimation for covariate-adjusted varying-coefficient models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2018.1481976 ◽

2019 ◽

Vol 48 (15) ◽

pp. 3816-3835 ◽

Author(s):

Yiqiang Lu ◽

Feng Li ◽

Sanying Feng

Keyword(s):

Varying Coefficient Models ◽

Linear Estimation ◽

Varying Coefficient ◽

Local Linear ◽

Local Linear Estimation

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