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likelihood estimation method set forth by Aquaro, Bailey and Pesaran (2015), we rely on a Markov Chain Monte Carlo (MCMC …) estimation methodology. MCMC estimates as applied here with non-informative priors will produce estimates equal to those from …
Persistent link: https://www.econbiz.de/10011460317
Persistent link: https://www.econbiz.de/10003732585
We extend the literature on Bayesian model comparison for ordinary least-squares regression models to include spatial autoregressive and spatial error models. Our focus is on comparing models that consist of different matrices of explanatory variables. A Markov Chain Monte Carlo model...
Persistent link: https://www.econbiz.de/10014026858
. Spatial econometrics focuses on the specification and estimation of regression models explicitly incorporating such spatial …, referring to both heterogeneity and interdependence of phenomena occurring in two-dimensional space. Spatial autocorrelation or …
Persistent link: https://www.econbiz.de/10011334352
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. …
Persistent link: https://www.econbiz.de/10011532588
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...
Persistent link: https://www.econbiz.de/10011575881
geometric ergodicity of the model. Simulation results justify the use of limit theory in empirically relevant settings. The …
Persistent link: https://www.econbiz.de/10011658755
. It was possible to determine a significant spatial autocorrelation. Therefore one have to consider these spatial … effects ; production of health ; efficiency measurement ; heterogeneity ; spatial effects ; spatial autocorrelation …
Persistent link: https://www.econbiz.de/10009738033
error models – to correct for misspecification due to neglected spatial autocorrelation in the data set. Our empirical … spatial structure that is required for the estimation of spatial models improves the forecasting performance of non …
Persistent link: https://www.econbiz.de/10011343272
autocorrelation of house prices and explanatory variables within larger distances, whereas the significant spatial autocorrelation of …
Persistent link: https://www.econbiz.de/10011495528