Testing a polynomial relationship of the nonparametric component in partially linear spatial autoregressive models
Release time:2024-08-09
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- Affiliation of Author(s):
- 理学院
- Journal:
- Papers in Regional Science
- Key Words:
- 中文关键字：部分线性空间自回归模型；空间相关；轮廓似然估计；局部多项式拟合；自助法，英文关键字：Partially linear spatial autoregressive model; spa
- Abstract:
- A statistical test procedure is proposed to check a polynomial relationship of the nonparametric component in partially linear spatial autoregressive models, in which a residual-based bootstrap procedure is used to derive the $p$-value of the test. Some simulations are conducted to assess the performance of the test and the results show that the bootstrap approximation to the null distribution of the test statistic is valid and the test is powerful in identifying a polynomial relationship of the nonparametric component. Furthermore, a real-world example is given to demonstrate the usefulness of the proposed test.
- Note:
- SSCI检索
- Co-author:
- 梅长林
- First Author:
- litizheng
- Indexed by:
- Journal paper
- Volume:
- 卷：92
- Issue:
- 期：3
- Page Number:
- 页：633-649
- Translation or Not:
- no
- Date of Publication:
- 2013-08-01