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In the spatial econometrics literature, spatial error dependence is characterized by spatial autoregressive processes, which relate every observation in the cross-section to any other with distance-decaying intensity: i.e., dependence obeys Tobler's First Law of Geography ('everything is related...
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The authors point out that autocorrelation is an accidental statistical phenomenon. The cause of the occurrence of … collinearity is the incomplete data base and that ideally, the elimination of the occurrence of autocorrelation is achieved by … proportional distribution of autocorrelation with the proportion of simple determinations, following the next six steps, the last …
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Classical spatial autoregressive models share the same weakness as the classical linear regression models, namely it is not possible to estimate non-linear relationships between the dependent and independent variables. In the case of classical linear regression a semi-parametric approach can be...
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econometric models. We also examine some diagnostic measures to evaluate the spatial autocorrelation of the pseudo … arrangement on the variables in the predictive model and reduce the effect of spatial autocorrelation on prediction errors. In … remove the spatial autocorrelation on pseudo-residuals and improvement in the accuracy of spatial predictive models. …
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