effects of MAUP on spatial econometrics models

Giuseppe Arbia, Francesca Petrarca

Risultato della ricerca: Contributo in rivistaArticolo in rivistapeer review

31 Citazioni (Scopus)

Abstract

The modifiable areal unit problem refers to the modifications of any statistical analysis when changing the scale of observation (e.g. from region to countries) or the aggregation criterion (e.g. different partitions of one country at a given scale). In a previous work (Arbia in Spatial data configuration in the statistical analysis of regional economics and related problems, Kluwer, Dordrecht 1989), we analyzed the effects of the modifiable areal unit problem on statistical analysis without referring to any specific random field. The quoted work concentrated on the modification of the first and second order properties of a random field. In this paper we reanalyse the same problem by looking specifically at the effects of MAUP on linear spatial econometric models looking in particular at the SARAR (1,1) model.
Lingua originaleEnglish
pagine (da-a)173-185
Numero di pagine13
RivistaLetters in Spatial and Resource Sciences
Volume2011
DOI
Stato di pubblicazionePubblicato - 2011

Keywords

  • Aggregation effect
  • Loss in efficiency
  • MAUP
  • SARAR models

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