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Zero finite-order serial correlation test in a partially linear single-index model

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成果类型:
期刊论文
作者:
Liu, Xiaohui*;Wang, Guofu;Hu, Xuemei;Li, Bo
通讯作者:
Liu, Xiaohui
作者机构:
[Liu, Xiaohui] Jiangxi Univ Finance & Econ, Sch Stat, Nanchang 330013, Peoples R China.
[Wang, Guofu] Cent S Univ, Sch Math & Stat, Changsha 410075, Hunan, Peoples R China.
[Hu, Xuemei] Chongqing Technol & Business Univ, Math & Stat Coll, Chongqing 400067, Peoples R China.
[Li, Bo] Huazhong Normal Univ, Sch Math & Stat, Wuhan 430079, Peoples R China.
通讯机构:
[Liu, Xiaohui] J
Jiangxi Univ Finance & Econ, Sch Stat, Nanchang 330013, Peoples R China.
语种:
英文
关键词:
Asymptotic distribution;empirical likelihood;partially linear single-index model;zero finite-order serial correlation
关键词(中文):
指数模型;相关性检验;序列;线性;有限阶;有限样本性质;测试统计;检验统计量
期刊:
系统科学与复杂性(英文版)
ISSN:
1009-6124
年:
2012
卷:
25
期:
6
页码:
1185-1201
基金类别:
This research was supported by CCNU under Grant No. 09A01002, the SCR of Chongqing Municipal Education Commission under Grant No. KJl10713, and the National Natural Science Foundation of China under Grant Nos. 11101452 and 71172093.
机构署名:
本校为其他机构
院系归属:
数学与统计学学院
摘要:
The purpose of this paper is to test the underlying serial correlation in a partially linear single-index model. Under mild conditions, the proposed test statistics are shown to have standard chi-squared distribution asymptotically when there is no serial correlation in the error terms. To illustrate their finite sample properties, simulation experiments, as well as a real data example, are also provided. It is revealed that the finite sample performances of the proposed test statistics ...
摘要(中文):
The purpose of this paper is to test the underlying serial correlation in a partially linear single-index model.Under mild conditions,the proposed test statistics are shown to have standard chisquared distribution asymptotically when there is no serial correlation in the error terms.To illustrate their finite sample properties,simulation experiments,as well as a real data example,are also provided. It is revealed that the finite sample performances of the proposed test statistics are sa...

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