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  • Search: subject:"C14 Semiparametric and non parametric methods"
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C13 Estimation 1 C14 Semiparametric and non parametric methods 1 C63 Computational techniques 1 GWR 1 Geographically weighted regression 1 Shrinkage estimators 1 Spatial models 1
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Bárcena, M. 1 Menéndez, P. 1 Palacios, M. 1 Tusell, F. 1
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Journal of Geographical Systems 1
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Alleviating the effect of collinearity in geographically weighted regression
Bárcena, M.; Menéndez, P.; Palacios, M.; Tusell, F. - In: Journal of Geographical Systems 16 (2014) 4, pp. 441-466
Geographically weighted regression (GWR) is a popular technique to deal with spatially varying relationships between a response variable and predictors. Problems, however, have been pointed out (see Wheeler and Tiefelsdorf in J Geogr Syst 7(2):161–187, <CitationRef CitationID="CR27">2005</CitationRef>), which appear to be related to...</citationref>
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