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Comparing spatially varying coefficient models: a case study examining violent crime rates and their relationships to alcohol outlets and illegal drug arrests

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Author Info

  • David Wheeler

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  • Lance Waller
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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s10109-008-0073-5
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    Bibliographic Info

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

    Volume (Year): 11 (2009)
    Issue (Month): 1 (March)
    Pages: 1-22

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    Handle: RePEc:kap:jgeosy:v:11:y:2009:i:1:p:1-22

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

    Related research

    Keywords: GWR; Bayesian regression; Collinearity; Penalization methods; C11; C13; C21;

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    References

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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    1. David C Wheeler, 2007. "Diagnostic tools and a remedial method for collinearity in geographically weighted regression," Environment and Planning A, Pion Ltd, London, vol. 39(10), pages 2464-2481, October.
    2. David Wheeler & Michael Tiefelsdorf, 2005. "Multicollinearity and correlation among local regression coefficients in geographically weighted regression," Journal of Geographical Systems, Springer, vol. 7(2), pages 161-187, 06.
    3. 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.
    4. David Wheeler & Catherine Calder, 2007. "An assessment of coefficient accuracy in linear regression models with spatially varying coefficients," Journal of Geographical Systems, Springer, vol. 9(2), pages 145-166, June.
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    Cited by:
    1. Ashley N. Arnio & Eric P. Baumer, 2012. "Demography, foreclosure, and crime:," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 26(18), pages 449-488, May.

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