Hu Huimin1; Xu Xingzhong2; Li Guoying3
Source Publicationjournalofsystemsscienceandcomplexity
AbstractThe one-sided and two-sided hypotheses about the parametric component in partially linear model are considered in this paper. Generalized p-values are proposed based on fiducial method for testing the two hypotheses at the presence of nonparametric nuisance parameter. Note that the nonparametric component can be approximated by a linear combination of some known functions, thus, the partially linear model can be approximated by a linear model. Thereby, generalized p-values for a linear model are studied first, and then the results are extended to the situation of partially linear model. Small sample frequency properties are analyzed theoretically. Meanwhile, simulations are conducted to assess the finite sample performance of the tests based on the proposed p-values
Document Type期刊论文
Recommended Citation
GB/T 7714
Hu Huimin,Xu Xingzhong,Li Guoying. generalizedpvaluesfortestingregressioncoefficientsinpartiallylinearmodels[J]. journalofsystemsscienceandcomplexity,2010,23(6):1118.
APA Hu Huimin,Xu Xingzhong,&Li Guoying.(2010).generalizedpvaluesfortestingregressioncoefficientsinpartiallylinearmodels.journalofsystemsscienceandcomplexity,23(6),1118.
MLA Hu Huimin,et al."generalizedpvaluesfortestingregressioncoefficientsinpartiallylinearmodels".journalofsystemsscienceandcomplexity 23.6(2010):1118.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Hu Huimin]'s Articles
[Xu Xingzhong]'s Articles
[Li Guoying]'s Articles
Baidu academic
Similar articles in Baidu academic
[Hu Huimin]'s Articles
[Xu Xingzhong]'s Articles
[Li Guoying]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Hu Huimin]'s Articles
[Xu Xingzhong]'s Articles
[Li Guoying]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.