000019782 001__ 19782
000019782 005__ 20170824042119.0
000019782 037__ $$a375-2016-19943
000019782 041__ $$aen
000019782 245__ $$aCORRECTING FOR SPATIAL EFFECTS IN LIMITED DEPENDENT VARIABLE REGRESSION: ASSESSING THE VALUE OF "AD-HOC" TECHNIQUES
000019782 260__ $$c2002
000019782 269__ $$a2002
000019782 270__ $$madepinto@uiuc.edu$$pde Pinto,   Alessandro
000019782 270__ $$mg-nelson@uiuc.edu$$pNelson,   Gerald C.
000019782 300__ $$a20
000019782 336__ $$aConference Paper/ Presentation
000019782 446__ $$aEnglish
000019782 490__ $$aSelected Paper
000019782 520__ $$aA 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 Variable Models, Land-Use Change, Geographical Information Systems (GIS),
000019782 650__ $$aResearch Methods/ Statistical Methods
000019782 6531_ $$aMoran’'s I
000019782 6531_ $$aSpatial Autocorrelation
000019782 6531_ $$aLimited Dependent Variable Models
000019782 6531_ $$aLand-Use Change
000019782 6531_ $$aGeographical Information Systems (GIS)
000019782 700__ $$aDe Pinto, Alessandro
000019782 700__ $$aNelson, Gerald C.
000019782 8564_ $$s356225$$uhttp://ageconsearch.umn.edu/record/19782/files/sp02ne02.pdf
000019782 887__ $$ahttp://purl.umn.edu/19782
000019782 909CO $$ooai:ageconsearch.umn.edu:19782$$qGLOBAL_SET
000019782 912__ $$nMade available in DSpace on 2007-03-07T22:45:01Z (GMT). No. of bitstreams: 1
sp02ne02.pdf: 356225 bytes, checksum: 7228f17c8f8a4fa909a5a3e82838ea38 (MD5)
  Previous issue date: 2002
000019782 982__ $$gAmerican Agricultural Economics Association>2002 Annual meeting, July 28-31, Long Beach, CA
000019782 980__ $$a375