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Spurious Spatial Regression: Some Monte Carlo Results with a Spatial Unit Root and Spatial Cointegration
132
Citations
6
References
1999
Year
Spatial ModelingTime Series EconometricsSpatial CointegrationSpatial RegressionSpurious Spatial RegressionPublic HealthStatisticsSpatial ScienceEconomicsSpatial Statistical AnalysisGeographySpatial Unit RootsSpatial EconomicsSpatial Unit RootQuantitative Spatial ModelBusinessEconometricsStatistical InferenceSpatio-temporal ModelSpatial Statistics
In this paper I introduce the concepts of spatial unit roots and spatial cointegration, and via Monte‐Carlo simulation I illustrate their implications for spatial regression. It is shown that spatial unit roots lead to spurious (spatial) regression, as in the well‐known case involving time‐series. Spatial cointegration is similar to its time‐series counterpart, although I demonstrate that OLS estimation of spatial error‐correction models is not consistent.
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