Modeling spatial discrete choice

Regional Science and Urban Economics

Volumn 40, Issue 5, 2010, Pages 292-298

  Smirnov, Oleg A ^a  

^a UNIVERSITY OF TOLEDO   (United States)

Author keywords

Discrete choice; Maximum likelihood; Spatial interdependence; Spatial random utility

Indexed keywords

DISCRETE CHOICE ANALYSIS; ESTIMATION METHOD; MAXIMUM LIKELIHOOD ANALYSIS; NUMERICAL MODEL; SPATIAL DATA;

EID: 77955416575     PISSN: 01660462     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.regsciurbeco.2009.09.004     Document Type: Article

References (42)

1. Aguirregabiria Victor, Mira Pedro Sequential estimation of dynamic discrete game. Econometrica 2007, 75(1):1-53. Jan., 2007.
2. Anselin Luc Under the hood: issues in the specification and interpretation of spatial regression models. Agricultural Economics 2002, 27(3):247-267. Nov., 2002.
3. Anselin Luc Spatial econometrics. Palgrave Handbook of Econometrics: Volume 1, Econometric Theory 2006, 901-969. Basingstoke, Palgrave Macmillan. T.C. Mills, K. Patterson (Eds.).
4. Bekhor Shlomo, Prashker Joseph N. GEV-based destination choice models that account for unobserved similarities among alternatives. Transportation Research, Part B 2008, (42):243-262.
5. Ben-Akiva Moshe E., Lerman Steven R. Discrete choice analysis: theory and application to travel demand. MIT Press Series in Transportation Studies 1985, 9. MIT Press, Cambridge, MA.
6. Besag Julian Spatial interaction and the statistical analysis of lattice systems. Journal of the Royal Statistical Society. Series B 1974, 36(2):192-236.
7. Bhat Chandra R., Guo Jessica A mixed spatially correlated logit model: formulation and application to residential choice modeling. Transportation Research, Part B 2004, (38):147-168.
8. Brock William A., Durlauf Steven N. Discrete choice with social interactions. Review of Economic Studies 2001, 68(2):236-260.
9. Brock William, Durlauf Steven N. A multinomial choice model with neighborhood effects. American Economic Review 2002, 92:298-303.
10. Brock William A., Durlauf Steven N. Identification of binary choice models with social interactions. Journal of Econometrics 2007, 140:52-75.
11. Case Anne C. Neighborhood influence and technological change. Regional Science and Urban Economics 1992, 22(3):491-508. Sept., 1992.
12. Chakravati Dipankar, Sinha Atanu R., Jaewhan Kim Choice research: a wealth of perspectives. Marketing Letters 2005, 16(3:4):173-182. Dec., 2005.
13. Conley Timothy G., Topa Giorgio Estimating dynamic local interactions models. Journal of Econometrics 2007, 140(1):76-96. Sep., 2007.
14. Dormann Carsten F. Assessing the validity of autologistic regression. Ecological Modeling 2007, 207:234-242.
15. Dugundji Elenna R., Walker Joan L. Discrete choice with social and spatial network interdependencies. Transportation Research Record 2005, 1921:70-78.
16. Dugundji Elenna R., Gulyás László Sociodynamic discrete choice on networks in space: impacts of agent heterogeneity on emergent outcomes. Environment and Planning B: Planning and Design 2008, 35(6):1028-1054.
17. Fleming MarkM. Techniques for estimating spatially dependent discrete choice models. Advances in Spatial Econometrics 2005, 145-168. Springer-Verlag, Berlin. L.E. Anselin, R.J.G.M. Florax, S.J. Rey (Eds.).
18. Graham Bryan S. Identifying social interactions through conditional variance restrictions. Econometrica 2008, 76(3):643-660. May, 2008.
19. Iglesias Emma M., Phillips Garry D.A. Asymptotic Bias of GMM and GEL under possible nonstationary spatial dependence. Economics Letters 2008, 99:393-397.
20. Klier Thomas, McMillen Daniel P. Clustering of auto supplier plants in the United States: generalized method of moments spatial logit for large samples. Journal of Business and Economic Statistics 2008, 26(4):460-471. Oct., 2008.
21. Koppelman Frank S., Sethi Vaneet Incorporating variance and covariance heterogeneity in the generalized nested logit model: an application to modeling long distance travel choice behavior. Transportation Research, Part B 2005, (39):825-853.
22. Kotz Samuel, Nadarajah Saralees Extreme value distributions: theory and applications 2000, Imperial College Press, London, UK.
23. Lee Lung-Fei Asymptotic distributions of quasi-maximum likelihood estimators for spatial autoregressive models. Econometrica 2004, 72(6):1899-1925.
24. Louviere Jordan J. What you don't know might hurt you: some unresolved issues in the design and analysis of discrete choice experiments. Environmental and Resource Economics 2006, 34(1):173-188. May, 2006.
25. Louviere Jordan, Train Kenneth, Ben-Akiva Moshe, Bhat Chandra, Brownstone David, Cameron Trudy Ann, Carson Richard T., Deshzo J.R., Fiebig Denzil, Green William, Hensher David, Waldman Donald Recent progress on endogeneity in choice modeling. Marketing Letters 2005, 16(3:4):255-265. Dec., 2005.
26. Manski Charles Measuring expectations. Econometrica 2004, 72(5):1329-1376. Sept., 2004.
27. McFadden Daniel Modeling the choice of residential location. Spatial Interaction Theory and Residential Location 1978, 75-96. North-Holland, Amsterdam. A. Karlqvist (Ed.).
28. McMillen Daniel P. Probit with spatial autocorrelation. Journal of Regional Science 1992, 32(3):335-348.
29. Mohammadian Abolfazl, Haider Murtaza, Kanaroglou Pavlos S. Incorporating Spatial Dependencies in Random Parameter Discrete Choice Models, 84-th Annual Transportation Research Board Meeting, January 2005, Washington, D.C 2005.
30. Murdoch James C., Sandler Todd, Vijverberg Wim P.M. The participation decision versus the level of participation in an environmental treaty: a spatial probit analysis. Journal of Public Economics 2003, (87):337-362.
31. Páez Antonio, Scott Darren M. Social influence on travel behavior: a simulation example of the decision to telecommute. Environment and Planning A 2007, 39(3):647-665.
32. Páez Antonio, Scott Darren M., Volz Erik A discrete-choice approach to modeling social influence on individual decision making. Environment and Planning B: Planning and Design 2008, 35(6):1055-1069.
33. Pinkse Joris, Slade Margaret E. Contrasting in space: an application of spatial statistics to discrete-choice models. Journal of Econometrics 1998, 85(1):125-154.
34. Pinkse Joris, Slade Margaret, Shen Lihong Dynamic spatial discrete choice using one-step GMM: an application to mine operating decisions. Spatial Economic Analysis 2006, 1(1):53-99. June 2006.
35. Rue Håvard Fast sampling of Gaussian Markov random fields. Journal of the Royal Statistical Society, Series B 2001, 63:325-338.
36. Sivakumar Aruna, Bhat Chandra R. A comprehensive, unified, framework for analyzing spatial location choice. Proceedings of the 86th Annual Meeting of the Transportation Research Board, Washington, DC 2007.
37. Smirnov Oleg Computation of the information matrix for the models of spatial interaction on a lattice. Journal of Computational and Graphical Statistics 2005, 14(4):910-927.
38. Smirnov Oleg A., Anselin Luc E. An O(N) parallel method of computing the log-Jacobian of the variable transformation for models with spatial interaction on a lattice. Computational Statistics and Data Analysis 2009, 53(8):2980-2988. Jun., 2009.
39. Smith Tony E., LeSage James P. A Bayesian probit model with spatial dependencies. Spatial and Spatiotemporal Econometrics 2004, vol. 18:127-160. Elsevier, Amsterdam, The Nethelands.
40. Train Kenneth E. Discrete Choice Methods with Simulations 2003, Cambridge University Press, New York, NY.
41. Walker Joan L., Li Jieping Latent lifestyle preferences and household location decisions. Journal of Geographical Systems 2007, 9(1):77-101. Apr., 2007.
42. Ward Michael D., Gleditsch Kristan Skrede Location, location, location: an MCMC approach to modeling the spatial context of war and peace. Political Analysis 2002, 10(3):244-260.