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Estimating Logit Models with Spatial Dependence

In: New Directions in Spatial Econometrics

Author

Listed:
  • Robin Dubin

    (Case Western Reserve University)

Abstract

Much research has been done on estimating models of spatial dependence with continuous random variables [for example, see Ripley (1981), Anselin (1988), Cressie (1991)]. However, relatively little work has been done on incorporating spatial dependencies into models with qualitative dependent variables. Boots and Kanaroglou (1988) have incorporated spatial considerations into a migration model and Anne Case (1992) has done likewise for a model of technology adoption.

Suggested Citation

  • Robin Dubin, 1995. "Estimating Logit Models with Spatial Dependence," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax (ed.), New Directions in Spatial Econometrics, chapter 10, pages 229-242, Springer.
    • Handle: RePEc:spr:adspcp:978-3-642-79877-1_10
    DOI: 10.1007/978-3-642-79877-1_10
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    Citations

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    Cited by:

    1. Daniel A Griffith, 2004. "A Spatial Filtering Specification for the Autologistic Model," Environment and Planning A, , vol. 36(10), pages 1791-1811, October.
    2. Mejia-Dorantes, Lucia & Paez, Antonio & Vassallo, Jose Manuel, 2012. "Transportation infrastructure impacts on firm location: the effect of a new metro line in the suburbs of Madrid," Journal of Transport Geography, Elsevier, vol. 22(C), pages 236-250.
    3. Julie Le Gallo, 2000. "Spatial econometrics (1, Spatial autocorrelation) [Econométrie spatiale (1, Autocorrélation spatiale)]," Working Papers hal-01527290, HAL.
    4. Eymann, Angelika & Ronning, Gerd, 1996. "Microeconometric models of tourists' destination choise," Tübinger Diskussionsbeiträge 84, University of Tübingen, School of Business and Economics.
    5. Manuel Ruiz & Fernando López & Antonio Páez, 2010. "Testing for spatial association of qualitative data using symbolic dynamics," Journal of Geographical Systems, Springer, vol. 12(3), pages 281-309, September.
    6. Cao Nguyen & Kazushi Sano & Tu Tran & Tan Doan, 2013. "Firm relocation patterns incorporating spatial interactions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(3), pages 685-703, June.
    7. Anping Chen & Marlon Boarnet & Mark Partridge & Raffaella Calabrese & Johan A. Elkink, 2014. "Estimators Of Binary Spatial Autoregressive Models: A Monte Carlo Study," Journal of Regional Science, Wiley Blackwell, vol. 54(4), pages 664-687, September.
    8. Alexandre Sauquet, 2014. "Exploring the nature of inter-country interactions in the process of ratifying international environmental agreements: the case of the Kyoto Protocol," Public Choice, Springer, vol. 159(1), pages 141-158, April.
    9. Neupane, Anish & Boxall, Peter C. & Pelletier, Rick, 2004. "Assessing the recreation values at risk from wildfire: an exploratory analysis," 2004 Annual meeting, August 1-4, Denver, CO 19986, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    10. Hautsch, Nikolaus & Klotz, Stefan, 2003. "Estimating the neighborhood influence on decision makers: theory and an application on the analysis of innovation decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 52(1), pages 97-113, September.
    11. Bhat, Chandra & Zhao, Huimin, 2002. "The spatial analysis of activity stop generation," Transportation Research Part B: Methodological, Elsevier, vol. 36(6), pages 557-575, July.
    12. Buettner, Thiess & von Schwerin, Axel, 2016. "Yardstick competition and partial coordination: Exploring the empirical distribution of local business tax rates," Journal of Economic Behavior & Organization, Elsevier, vol. 124(C), pages 178-201.
    13. LE GALLO, Julie, 2000. "Econométrie spatiale 1 -Autocorrélation spatiale," LATEC - Document de travail - Economie (1991-2003) 2000-05, LATEC, Laboratoire d'Analyse et des Techniques EConomiques, CNRS UMR 5118, Université de Bourgogne.
    14. Antonio Páez & Darren M Scott, 2007. "Social Influence on Travel Behavior: A Simulation Example of the Decision to Telecommute," Environment and Planning A, , vol. 39(3), pages 647-665, March.
    15. Luo, Shali & Miller, J. Isaac, 2014. "On the spatial correlation of international conflict initiation and other binary and dyadic dependent variables," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 107-118.
    16. Alexandre SAUQUET, 2011. "Exploring the Nature of Strategic Interactions in the Ratification Process of the Kyoto Protocol," Working Papers 201119, CERDI.
    17. Eymann, Angelika & Ronning, Gerd, 1997. "Microeconometric models of tourists' destination choice," Regional Science and Urban Economics, Elsevier, vol. 27(6), pages 735-761, November.
    18. Raymond J. G. M. Florax & Arno J. Van der Vlist, 2003. "Spatial Econometric Data Analysis: Moving Beyond Traditional Models," International Regional Science Review, , vol. 26(3), pages 223-243, July.

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