scholarly journals Shape testing in quantile varying coefficient models with heteroscedastic error

2017 ◽  
Vol 29 (2) ◽  
pp. 391-406
Author(s):  
I. Gijbels ◽  
M. A. Ibrahim ◽  
A. Verhasselt
Keyword(s):  
Varying Coefficient Models ◽  
Varying Coefficient ◽  
Heteroscedastic Error

scholarly journals Testing the heteroscedastic error structure in quantile varying coefficient models

2017 ◽  
Vol 46 (2) ◽  
pp. 246-264 ◽  
Author(s):  
Irène Gijbels ◽  
Mohammed A. Ibrahim ◽  
Anneleen Verhasselt
Keyword(s):  
Varying Coefficient Models ◽  
Error Structure ◽  
Varying Coefficient ◽  
Heteroscedastic Error

Statistical Inference and Applications of Mixture of Varying Coefficient Models

2018 ◽  
Vol 45 (3) ◽  
pp. 618-643 ◽  
Author(s):  
Mian Huang ◽  
Weixin Yao ◽  
Shaoli Wang ◽  
Yixin Chen
Keyword(s):  
Statistical Inference ◽  
Varying Coefficient Models ◽  
Varying Coefficient

Empirical Likelihood Testing for Longitudinal Varying Coefficient Models

2014 ◽  
Vol 518 ◽  
pp. 356-360
Author(s):  
Chang Qing Liu
Keyword(s):  
Data Analysis ◽  
Empirical Likelihood ◽  
Real Data ◽  
Likelihood Method ◽  
Varying Coefficient Models ◽  
Empirical Likelihood Method ◽  
Real Data Analysis ◽  
Varying Coefficient ◽  
Testing Method

By using the empirical likelihood method, a testing method is proposed for longitudinal varying coefficient models. Some simulations and a real data analysis are undertaken to investigate the power of the empirical likelihood based testing method.

scholarly journals Estimation and inference of semi-varying coefficient models with heteroscedastic errors

2014 ◽  
Vol 124 ◽  
pp. 70-93 ◽  
Author(s):  
Si-Lian Shen ◽  
Jian-Ling Cui ◽  
Chang-Lin Mei ◽  
Chun-Wei Wang
Keyword(s):  
Varying Coefficient Models ◽  
Varying Coefficient ◽  
Heteroscedastic Errors
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