Spatial autocorrelation or model misspecification?

被引：68

作者：

McMillen, DP ^{[1
]}

机构：

[1] Univ Illinois, Dept Econ, Chicago, IL 60680 USA

来源：

INTERNATIONAL REGIONAL SCIENCE REVIEW | 2003年 / 26卷 / 02期

关键词：

spatial autocorrelation; Lagrange multiplier (LM) tests; nonparametric; kernel regression;

D O I：

10.1177/0160017602250977

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

A Monte Carlo experiment illustrates one of the pitfalls of spatial modeling. Specification tests indicate spatial autocorrelation when functional form misspecification is actually the only problem with the model. Incorrect functional forms and omitted variables that are correlated over space produce spurious spatial autocorrelation.

引用

页码：208 / 217

页数：10

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