Model selection and model averaging for semiparametric partially linear models with missing data

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2017.1410717 ◽

2017 ◽

Vol 48 (2) ◽

pp. 381-395 ◽

Author(s):

Jie Zeng ◽

Weihu Cheng ◽

Guozhi Hu ◽

Yaohua Rong

Keyword(s):

Missing Data ◽

Model Selection ◽

Linear Models ◽

Model Averaging ◽

Partially Linear Models ◽

Partially Linear

Download Full-text

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

Download Full-text

Optimal model averaging estimator for semi-functional partially linear models

Metrika ◽

10.1007/s00184-020-00772-4 ◽

2020 ◽

Author(s):

Rongjie Jiang ◽

Liming Wang ◽

Yang Bai

Keyword(s):

Linear Models ◽

Model Averaging ◽

Partially Linear Models ◽

Optimal Model ◽

Partially Linear

Download Full-text

Automatic model selection for partially linear models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2009.06.009 ◽

2009 ◽

Vol 100 (9) ◽

pp. 2100-2111 ◽

Author(s):

Xiao Ni ◽

Hao Helen Zhang ◽

Daowen Zhang

Keyword(s):

Model Selection ◽

Linear Models ◽

Partially Linear Models ◽

Partially Linear ◽

Automatic Model Selection ◽

Download Full-text

Optimal Model Averaging Estimation for Partially Linear Models

SSRN Electronic Journal ◽

10.2139/ssrn.2948380 ◽

2015 ◽

Author(s):

Xinyu Zhang

Keyword(s):

Linear Models ◽

Model Averaging ◽

Partially Linear Models ◽

Optimal Model ◽

Partially Linear

Download Full-text

Focused information criterion and model averaging for varying-coefficient partially linear models with longitudinal data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2019.1609029 ◽

2019 ◽

pp. 1-19

Author(s):

Guozhi Hu ◽

Weihu Cheng ◽

Jie Zeng

Keyword(s):

Longitudinal Data ◽

Linear Models ◽

Model Averaging ◽

Information Criterion ◽

Partially Linear Models ◽

Varying Coefficient ◽

Focused Information Criterion ◽

Partially Linear

Download Full-text

Model selection of generalized partially linear models with missing covariates

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2011.07.002 ◽

2012 ◽

Vol 142 (1) ◽

pp. 126-138 ◽

Author(s):

Ying-Zi Fu ◽

Xue-Dong Chen

Keyword(s):

Model Selection ◽

Linear Models ◽

Missing Covariates ◽

Partially Linear Models ◽

Partially Linear ◽

Download Full-text

Optimal Model Averaging Estimation for Partially Linear Models

Statistica Sinica ◽

10.5705/ss.202015.0392 ◽

2019 ◽

Author(s):

Xinyu Zhang ◽

Wendun Wang

Keyword(s):

Linear Models ◽

Model Averaging ◽

Partially Linear Models ◽

Optimal Model ◽

Partially Linear

Download Full-text

Model averaging procedure for varying-coefficient partially linear models with missing responses

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2018.04.004 ◽

2018 ◽

Vol 47 (3) ◽

pp. 379-394 ◽

Author(s):

Jie Zeng ◽

Weihu Cheng ◽

Guozhi Hu ◽

Yaohua Rong

Keyword(s):

Linear Models ◽

Model Averaging ◽

Partially Linear Models ◽

Varying Coefficient ◽

Missing Responses ◽

Partially Linear

Download Full-text

FPCA-based estimation for generalized functional partially linear models

Statistical Papers ◽

10.1007/s00362-018-01066-8 ◽

2019 ◽

Vol 61 (6) ◽

pp. 2715-2735 ◽

Author(s):

Ruiyuan Cao ◽

Jiang Du ◽

Jianjun Zhou ◽

Tianfa Xie

Keyword(s):

Linear Models ◽

Partially Linear Models ◽

Partially Linear

Download Full-text

Partially linear models and polynomial spline approximations for the analysis of unbalanced panel data

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2007.04.037 ◽

2009 ◽

Vol 139 (3) ◽

pp. 679-695 ◽

Author(s):

Jinhong You ◽

Xian Zhou

Keyword(s):

Linear Models ◽

Polynomial Spline ◽

Partially Linear Models ◽

Partially Linear ◽

Unbalanced Panel Data

Download Full-text