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CORRECTING FOR SPATIAL EFFECTS IN LIMITED DEPENDENT VARIABLE REGRESSION: ASSESSING THE VALUE OF "AD-HOC" TECHNIQUES AgEcon
De Pinto, Alessandro; Nelson, Gerald C..
A common test for spatial dependence in regression analysis with continuous dependent variables is the Moran’'s I. For limited dependent variable models, the standard definition of a residual breaks down because yi is qualitative. Efforts to correct for potential spatial effects in limited dependent variable models have relied on ad-hoc methods such as including a spatial lag variable or using a regular sample that omits neighboring observations. Kelejian and Prucha have recently developed a version of Moran’'s I for limited dependent variable models. We present the statistic in a more accessible way and use it to test the value of previously-used ad-hoc techniques with a specific data set. Keywords: Moran’s I, Spatial Autocorrelation, Limited Dependent...
Tipo: Conference Paper or Presentation Palavras-chave: Moran’'s I; Spatial Autocorrelation; Limited Dependent Variable Models; Land-Use Change; Geographical Information Systems (GIS); Research Methods/ Statistical Methods.
Ano: 2002 URL: http://purl.umn.edu/19782
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Income Segregation and Local Progressive Taxation: Empirical Evidence from Switzerland AgEcon
Schmidheiny, Kurt.
Swiss metropolitan areas are comprised of a system of communities with considerable fiscal autonomy. This study investigates how the income tax differentials across communities in an urban area affect the households` location decisions. Data from the urban agglomeration of Basel for the year 1997 is used. This unique data set contains tax information from all households that moved either within the city center of Basel or from the city center to the outskirts. The community choice of the households is investigated within the framework of the random utility maximization model (RUM). A theoretical model with progressive income taxation is developed to identify the household preferences applied in the RUM. Different econometric spezifications of the error...
Tipo: Working or Discussion Paper Palavras-chave: Location Choice; Discrete Choice; Multinomial Probit; Mixed Logit; Spatial Autocorrelation; Income Segregation; Public Economics; H71; H73; R20; R23.
Ano: 2003 URL: http://purl.umn.edu/26217
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