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Modeling Spatial Data Pooled over Time: Schematic Representation and Monte Carlo Evidences

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=54077#.VO1rTCzQrzE Author(s)   Jean Dubé 1 , Diego Legros 2 Affiliation(s) 1 Laval University, Québec, Canada . 2 University of Burgundy, Dijon, France . ABSTRACT The spatial autocorrelation issue is now well established, and it is almost impossible to deal with spatial data without considering this reality. In addition, recent developments have been devoted to developing methods that deal with spatial autocorrelation in panel data. However, little effort has been devoted to dealing with spatial data (cross-section) pooled over time. This paper endeavours to bridge the gap between the theoretical modeling development and the application based on spati...