varying coefficient regression
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2021 ◽  
Vol 107 ◽  
pp. 107313
Author(s):  
Amir Hamzeh Khammar ◽  
Mohsen Arefi ◽  
Mohammad Ghasem Akbari

2020 ◽  
Vol 40 (2) ◽  
pp. 465-480
Author(s):  
Junho Lee ◽  
Maria E. Kamenetsky ◽  
Ronald E. Gangnon ◽  
Jun Zhu

2019 ◽  
Vol 2019 ◽  
pp. 1-10
Author(s):  
Guo-Liang Fan ◽  
Hong-Xia Xu

In practical applications, lots of data such as sequentially collected economic data often exhibit some evident dependence. This paper studies the varying-coefficient regression models with different smoothing variables when the data form a stationary α-mixing sequence. Both the averaged and integrated estimators of coefficient functions are proposed. The asymptotic normalities of the proposed averaged and integrated estimators are also established.


2018 ◽  
Vol 12 (1) ◽  
pp. 73-96
Author(s):  
Hosein Bahrami Cheshme Ali ◽  
Arash Ardalan ◽  
◽  

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