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On aggregation in spatial econometric modelling
Authors:Jean HP Paelinck
Institution:(1) Erasmus University Rotterdam, Tinbergen Institute, Burg, Oudlaan 50, 3000 DR Rotterdam, The Netherlands (e-mail: j.paelinck@poboxes.com), NL
Abstract:The spatial aggregation problem – also termed the modifiable areal unit problem – has attracted regular attention in spatial statistics and econometrics. In this study econometric aggregation analysis is used to investigate the formal composition of meso-areal parameters given micro-areal underlying relations with spatial dependence. Impact on stochastic terms (possible meso-areal spatial autocorrelation) is also studied. Finally consequences for meso-areal estimation are derived, the general finding having been that spatial aggregation leads to meso-region specific parameter values, with the estimation problems this implies.
Keywords:: Aggregation  bias  parameter composition
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