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An assessment of coefficient accuracy in linear regression models with spatially varying coefficients

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  • David Wheeler

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  • Catherine Calder

    ()

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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s10109-006-0040-y
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    Bibliographic Info

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

    Volume (Year): 9 (2007)
    Issue (Month): 2 (June)
    Pages: 145-166

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    Handle: RePEc:kap:jgeosy:v:9:y:2007:i:2:p:145-166

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

    Related research

    Keywords: Bayesian regression; Geographically weighted regression; MCMC; Simulation study; Spatial statistics; Collinearity;

    References

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    1. Gelfand A.E. & Kim H-J. & Sirmans C.F. & Banerjee S., 2003. "Spatial Modeling With Spatially Varying Coefficient Processes," Journal of the American Statistical Association, American Statistical Association, vol. 98, pages 387-396, January.
    2. Alan Gelfand & Alexandra Schmidt & Sudipto Banerjee & C. Sirmans, 2004. "Nonstationary multivariate process modeling through spatially varying coregionalization," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 13(2), pages 263-312, December.
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    Cited by:
    1. David Wheeler & Lance Waller, 2009. "Comparing spatially varying coefficient models: a case study examining violent crime rates and their relationships to alcohol outlets and illegal drug arrests," Journal of Geographical Systems, Springer, vol. 11(1), pages 1-22, March.
    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. Paolo Postiglione & M. Andreano & Roberto Benedetti, 2013. "Using Constrained Optimization for the Identification of Convergence Clubs," Computational Economics, Society for Computational Economics, vol. 42(2), pages 151-174, August.
    4. Cem Ertur & Julie Le Gallo, 2008. "Regional Growth and Convergence: Heterogenous reaction versus interaction in spatial econometric approaches," Working Papers hal-00463274, HAL.

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