所属单位：

理学院

发表刊物：

Papers in Regional Science

关键字：

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

摘要：

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.

备注：

SSCI检索

合写作者：

梅长林

第一作者：

李体政

论文类型：

期刊论文

卷号：

卷：92

期号：

期：3

页面范围：

页：633-649

是否译文：

否

发表时间：

2013-08-01