4.1 Article Proceedings Paper

Spatial autocorrelation or model misspecification?

期刊

INTERNATIONAL REGIONAL SCIENCE REVIEW
卷 26, 期 2, 页码 208-217

出版社

SAGE PUBLICATIONS INC
DOI: 10.1177/0160017602250977

关键词

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

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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.

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