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A systematic investigation of cross-validation in GWR model estimation: empirical analysis and Monte Carlo simulations

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  • Steven Farber

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  • Antonio Páez

    ()

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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s10109-007-0051-3
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    Bibliographic Info

    Article provided by Springer in its journal Journal of Geographical Systems.

    Volume (Year): 9 (2007)
    Issue (Month): 4 (December)
    Pages: 371-396

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    Handle: RePEc:kap:jgeosy:v:9:y:2007:i:4:p:371-396

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    Web page: http://www.springerlink.com/link.asp?id=103079

    Related research

    Keywords: Geographically weighted regression; Cross-validation score; Influential points; Goodness-of-fit; Polarization; C13;

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    Cited by:
    1. Hans Koster, 2012. "Rocketing rents: The magnitude and attenuation of agglomeration economies using commercial rents and micro-data," ERSA conference papers ersa12p892, European Regional Science Association.
    2. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
    3. Wrenn, Douglas H. & Sam, Abdoul G., 2014. "Geographically and temporally weighted likelihood regression: Exploring the spatiotemporal determinants of land use change," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 60-74.
    4. Wenjie Wu, 2012. "Spatial Variations in Amenity Values: New Evidence from Beijing, China," SERC Discussion Papers 0113, Spatial Economics Research Centre, LSE.
    5. Cho, Seong-Hoon & Lambert, Dayton M. & Kim, Seung Gyu & Jung, Suhyun, 2009. "Extreme coefficients in Geographically Weighted Regression and their effects on mapping," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49117, Agricultural and Applied Economics Association.
    6. Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2013. "Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria," Tinbergen Institute Discussion Papers 13-171/VIII, Tinbergen Institute.

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