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Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms

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  1. repec:wvu:wpaper:06-05 is not listed on IDEAS
  2. Cook, Jonathan A. & Sanchirico, James N. & Salon, Deborah & Williams, Jeffrey, 2015. "Empirical distributions of vehicle use and fuel efficiency across space: Implications of asymmetry for measuring policy incidence," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 187-199.
  3. Pace, R. Kelley & Barry, Ronald & Gilley, Otis W. & Sirmans, C. F., 2000. "A method for spatial-temporal forecasting with an application to real estate prices," International Journal of Forecasting, Elsevier, vol. 16(2), pages 229-246.
  4. Lucia Paci & Alan E. Gelfand & and María Asunción Beamonte & Pilar Gargallo & Manuel Salvador, 2020. "Spatial hedonic modelling adjusted for preferential sampling," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(1), pages 169-192, January.
  5. Liu, Sezhu & Hite, Diane, 2013. "Measuring the Effect of Green Space on Property Value: An Application of the Hedonic Spatial Quantile Regression," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 143045, Southern Agricultural Economics Association.
  6. Steven C. Bourassa & Eva Cantoni & Martin Hoesli, 2005. "Spatial Dependence, Housing Submarkets, and House Prices," FAME Research Paper Series rp151, International Center for Financial Asset Management and Engineering.
  7. Claude Besner, 2002. "A Spatial Autoregressive Specification with a Comparable Sales Weighting Scheme," Journal of Real Estate Research, American Real Estate Society, vol. 24(2), pages 193-212.
  8. Bernard Fingleton, 2008. "A Generalized Method of Moments Estimator for a Spatial Panel Model with an Endogenous Spatial Lag and Spatial Moving Average Errors," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(1), pages 27-44.
  9. Juan Manuel Aristizábal & Gustavo A. García, 2021. "Regional economic growth and convergence: The role of institutions and spillover effects in Colombia," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1146-1161, August.
  10. Robert J. Hill & Daniel Melser, 2008. "Hedonic Imputation And The Price Index Problem: An Application To Housing," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 593-609, October.
  11. Gabriel S. Lee & Stefanie Braun, 2021. "Agglomeration Spillover Effects in German Land and House Prices at the City and County Levels," Working Papers 207, Bavarian Graduate Program in Economics (BGPE).
  12. Are Oust & Simen N. Hansen & Tobias R. Pettrem, 2020. "Combining Property Price Predictions from Repeat Sales and Spatially Enhanced Hedonic Regressions," The Journal of Real Estate Finance and Economics, Springer, vol. 61(2), pages 183-207, August.
  13. Garrett, Thomas A. & Marsh, Thomas L., 2002. "The revenue impacts of cross-border lottery shopping in the presence of spatial autocorrelation," Regional Science and Urban Economics, Elsevier, vol. 32(4), pages 501-519, July.
  14. Jeffrey P. Cohen & Cletus C. Coughlin, 2008. "Spatial Hedonic Models Of Airport Noise, Proximity, And Housing Prices," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 859-878, December.
  15. Kelejian, Harry H. & Prucha, Ingmar R., 2004. "Estimation of simultaneous systems of spatially interrelated cross sectional equations," Journal of Econometrics, Elsevier, vol. 118(1-2), pages 27-50.
  16. Cem Ertur & Thiaw Kalidou, 2005. "Growth and Spatial Dependence - The Mankiw, Romer and Weil model revisited," ERSA conference papers ersa05p660, European Regional Science Association.
  17. Wendong Zhang & Cynthia J. Nickerson, 2015. "Housing Market Bust and Farmland Values: Identifying the Changing Influence of Proximity to Urban Centers," Land Economics, University of Wisconsin Press, vol. 91(4), pages 605-626.
  18. Matthew Gnagey & Therese Grijalva, 2018. "The impact of trails on property values: a spatial analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 73-97, January.
  19. Andrea Gilardi & Jorge Mateu & Riccardo Borgoni & Robin Lovelace, 2022. "Multivariate hierarchical analysis of car crashes data considering a spatial network lattice," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(3), pages 1150-1177, July.
  20. Fritsch, Markus & Haupt, Harry & Ng, Pin T., 2016. "Urban house price surfaces near a World Heritage Site: Modeling conditional price and spatial heterogeneity," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 260-275.
  21. Seya, Hajime & Yamagata, Yoshiki & Tsutsumi, Morito, 2013. "Automatic selection of a spatial weight matrix in spatial econometrics: Application to a spatial hedonic approach," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 429-444.
  22. Votsis, Athanasios, 2014. "Ecosystems and the spatial morphology of urban residential property value: a multi-scale examination in Finland," MPRA Paper 53742, University Library of Munich, Germany.
  23. Kelley Pace, R. & LeSage, James P., 2008. "A spatial Hausman test," Economics Letters, Elsevier, vol. 101(3), pages 282-284, December.
  24. Luc Anselin, 2003. "Spatial Externalities, Spatial Multipliers, And Spatial Econometrics," International Regional Science Review, , vol. 26(2), pages 153-166, April.
  25. H. Kelejian, Harry & Prucha, Ingmar R., 2001. "On the asymptotic distribution of the Moran I test statistic with applications," Journal of Econometrics, Elsevier, vol. 104(2), pages 219-257, September.
  26. Harry H. Kelejian & Ingmar R. Prucha, 1997. "Estimation of Spatial Regression Models with Autoregressive Errors by Two-Stage Least Squares Procedures: A Serious Problem," International Regional Science Review, , vol. 20(1-2), pages 103-111, April.
  27. Kim, GwanSeon & Schieffer, Jack & Mark, Tyler, 2016. "Do Superfund Sites Affect Local Property Values? Evidence from a Spatial Hedonic Approach," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235835, Agricultural and Applied Economics Association.
  28. Pramono, Ari & Oppewal, Harmen, 2021. "Where to refuel: Modeling on-the-way choice of convenience outlet," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
  29. Shrestha, Shikhar & Bauer, Cici X.C. & Hendricks, Brian & Stopka, Thomas J., 2022. "Spatial epidemiology: An empirical framework for syndemics research," Social Science & Medicine, Elsevier, vol. 295(C).
  30. Athanasios Votsis, 2017. "Exploring the spatiotemporal behavior of Helsinki’s housing prices with fractal geometry and co-integration," Journal of Geographical Systems, Springer, vol. 19(2), pages 133-155, April.
  31. Daniel Lo & Kwong Wing Chau & Siu Kei Wong & Michael McCord & Martin Haran, 2022. "Factors Affecting Spatial Autocorrelation in Residential Property Prices," Land, MDPI, vol. 11(6), pages 1-16, June.
  32. Yihua Yu & Li Zhang & Fanghua Li & Xinye Zheng, 2013. "Strategic interaction and the determinants of public health expenditures in China: a spatial panel perspective," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 203-221, February.
  33. Gregmar I. Galinato & Pitchayaporn Tantihkarnchana, 2018. "The amenity value of climate change across different regions in the United States," Applied Economics, Taylor & Francis Journals, vol. 50(37), pages 4024-4039, August.
  34. Cho, Seong-Hoon & Newman, David H., 2005. "Spatial analysis of rural land development," Forest Policy and Economics, Elsevier, vol. 7(5), pages 732-744, August.
  35. Sören Gröbel, 2018. "Regional heterogeneity in age-related housing depreciation rates [Regionale Heterogenität altersbedingter Wertminderungen von Wohnimmobilien]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 38(2), pages 219-254, October.
  36. Khalid Haniza, 2015. "Spatial heterogeneity and spatial bias analyses in hedonic price models: some practical considerations," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 28(28), pages 113-128, June.
  37. Hans R. Isakson & Mark D. Ecker, 2001. "An Analysis of the Influence of Location in the Market for Undeveloped Urban Fringe Land," Land Economics, University of Wisconsin Press, vol. 77(1), pages 30-41.
  38. Ouardighi, Jalal El, 2002. "Dépendance spatiale sur données de panel : application à la relation Brevets-R&D au niveau régional," L'Actualité Economique, Société Canadienne de Science Economique, vol. 78(1), pages 67-86, Mars.
  39. Paul Hindsley & Stuart Hamilton & O. Morgan, 2013. "Gulf Views: Toward a Better Understanding of Viewshed Scope in Hedonic Property Models," The Journal of Real Estate Finance and Economics, Springer, vol. 47(3), pages 489-505, October.
  40. Kelejian, Harry H & Prucha, Ingmar R, 1999. "A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-533, May.
  41. Thomas M. Fullerton & Arturo Bujanda, 2018. "Commercial property values in a border metropolitan economy," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 337-360, August.
  42. S. Wong & C. Yiu & K. Chau, 2013. "Trading Volume-Induced Spatial Autocorrelation in Real Estate Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 46(4), pages 596-608, May.
  43. Chich-Ping Hu & Tai-Shan Hu & Peilei Fan & Hai-Ping Lin, 2020. "The Urban Blight Costs in Taiwan," Sustainability, MDPI, vol. 13(1), pages 1-16, December.
  44. Bernard Fingleton & Julie Le Gallo, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances: Finite sample properties," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 319-339, August.
  45. Orçun Moralı & Neslihan Yılmaz, 2022. "An Analysis of Spatial Dependence in Real Estate Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 64(1), pages 93-115, January.
  46. Richards, Timothy J. & Acharya, Ram N. & Kagan, Albert, 2008. "Spatial competition and market power in banking," Journal of Economics and Business, Elsevier, vol. 60(5), pages 436-454.
  47. Russell S. Sobel & Andrea M Dean, 2008. "Has Wal‐Mart Buried Mom And Pop?: The Impact Of Wal‐Mart On Self‐Employment And Small Establishments In The United States," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 676-695, October.
  48. Ida Ferrara & Stephen McComb & Paul Missios, 2007. "Local Willingness-to-Pay Estimates for the Remediation of the Sydney Tar Ponds in Nova Scotia," Canadian Public Policy, University of Toronto Press, vol. 33(4), pages 441-458, December.
  49. François Des Rosiers & Marius Thériault & Yan Kestens & Paul Villeneuve, 2002. "Landscaping and House Values: An Empirical Investigation," Journal of Real Estate Research, American Real Estate Society, vol. 23(1/2), pages 139-162.
  50. Chica-Olmo, Jorge & Rodríguez-López, Carlos & Chillón, Palma, 2018. "Effect of distance from home to school and spatial dependence between homes on mode of commuting to school," Journal of Transport Geography, Elsevier, vol. 72(C), pages 1-12.
  51. Takahiro Yoshida & Daisuke Murakami & Hajime Seya, 2024. "Spatial Prediction of Apartment Rent using Regression-Based and Machine Learning-Based Approaches with a Large Dataset," The Journal of Real Estate Finance and Economics, Springer, vol. 69(1), pages 1-28, July.
  52. Lucia Mejia-Dorantes & Odile Heddebaut, 2012. "Land value appraisal in an area with a future tramway project in Lille, France," Post-Print hal-00986000, HAL.
  53. Alicia N. Rambaldi & D.S. Prasada Rao & K. Renuka Ganegodage, 2009. "Spatial Autocorrelation and Extrapolation of Purchasing Power Parities. Modelling and Sensitivity Analysis," CEPA Working Papers Series WP012009, School of Economics, University of Queensland, Australia.
  54. James C. Murdoch & Morteza Rahmatian & Mark A. Thayer, 1993. "A Spatially Autoregressive Median Voter Model of Recreation Expenditures," Public Finance Review, , vol. 21(3), pages 334-350, July.
  55. Terrence M. Clauretie & Nasser Daneshvary, 2009. "Estimating the House Foreclosure Discount Corrected for Spatial Price Interdependence and Endogeneity of Marketing Time," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 37(1), pages 43-67, March.
  56. Chica-Olmo, Jorge & Cano-Guervos, Rafael, 2020. "Does my house have a premium or discount in relation to my neighbors? A regression-kriging approach," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
  57. Linda Gerkman, 2012. "Empirical spatial econometric modelling of small scale neighbourhood," Journal of Geographical Systems, Springer, vol. 14(3), pages 283-298, July.
  58. Athanasios Votsis & Adriaan Perrels, 2016. "Housing Prices and the Public Disclosure of Flood Risk: A Difference-in-Differences Analysis in Finland," The Journal of Real Estate Finance and Economics, Springer, vol. 53(4), pages 450-471, November.
  59. Kim, GwanSeon & Schieffer, Jack & Mark, Tyler, 2020. "Do superfund sites affect local property values? Evidence from a spatial hedonic approach," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 15-28.
  60. James R. Wasson & Donald M. McLeod & Christopher T. Bastian & Benjamin S. Rashford, 2013. "The Effects of Environmental Amenities on Agricultural Land Values," Land Economics, University of Wisconsin Press, vol. 89(3), pages 466-478.
  61. Roxana Rodríguez-Franco & Edson Serván-Mori & Octavio Gómez-Dantés & David Contreras-Loya & Carlos Pineda-Antúnez, 2018. "Old principles, persisting challenges: Maternal health care market alignment in Mexico in the search for UHC," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-14, July.
  62. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819, Elsevier.
  63. Stefano Castruccio & Hernando Ombao & Marc G. Genton, 2018. "A scalable multi‐resolution spatio‐temporal model for brain activation and connectivity in fMRI data," Biometrics, The International Biometric Society, vol. 74(3), pages 823-833, September.
  64. Jeetoo, Jamiil, 2022. "Spatial interaction effect in renewable energy consumption in sub-Saharan Africa," Renewable Energy, Elsevier, vol. 190(C), pages 148-155.
  65. Sarker, M. Mizanur Rahman, 2012. "Spatial modeling of households’ knowledge about arsenic pollution in Bangladesh," Social Science & Medicine, Elsevier, vol. 74(8), pages 1232-1239.
  66. Helen R. Neill & David M. Hassenzahl & Djeto D. Assane, 2007. "Estimating the Effect of Air Quality: Spatial versus Traditional Hedonic Price Models," Southern Economic Journal, John Wiley & Sons, vol. 73(4), pages 1088-1111, April.
  67. Bing Zhu & Roland Füss & Nico Rottke, 2011. "The Predictive Power of Anisotropic Spatial Correlation Modeling in Housing Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 42(4), pages 542-565, May.
  68. Hill, Robert J. & Trojanek, Radoslaw, 2022. "An evaluation of competing methods for constructing house price indexes: The case of Warsaw," Land Use Policy, Elsevier, vol. 120(C).
  69. Francois Des Rosiers & Marius Thériault & Paul-Y Villeneuve & Yan Kestens, 2001. "Isolating Spatial from A-spatial Components of Housing Attributes Using Kriging Techniques," ERES eres2001_149, European Real Estate Society (ERES).
  70. Cletus C. Coughlin & Thomas A. Garrett & Ruben Hernandez-Murillo, 2004. "Spatial probit and the geographic patterns of state lotteries," Working Papers 2003-042, Federal Reserve Bank of St. Louis.
  71. Steven Bourassa & Eva Cantoni & Martin Hoesli, 2007. "Spatial Dependence, Housing Submarkets, and House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 143-160, August.
  72. George H. Lentz & Ko Wang, 1998. "Residential Appraisal and the Lending Process: A Survey of Issues," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 11-40.
  73. Thomas A. Garrett & Gary A. Wagner & David C. Wheelock, 2005. "Regional disparities in the spatial correlation of state income growth," Working Papers 2005-061, Federal Reserve Bank of St. Louis.
  74. Kelejian, Harry H. & Robinson, Dennis P., 1992. "Spatial autocorrelation : A new computationally simple test with an application to per capita county police expenditures," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 317-331, September.
  75. Simlai, Prodosh, 2014. "Estimation of variance of housing prices using spatial conditional heteroskedasticity (SARCH) model with an application to Boston housing price data," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(1), pages 17-30.
  76. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
  77. Arturo Bujanda & Thomas M. Fullerton, 2017. "Impacts of transportation infrastructure on single-family property values," Applied Economics, Taylor & Francis Journals, vol. 49(51), pages 5183-5199, November.
  78. Liqian Cai & Tapabrata Maiti, 2020. "Variable selection and estimation for high‐dimensional spatial autoregressive models," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 47(2), pages 587-607, June.
  79. Sharada Vadali, 2008. "Toll roads and economic development: exploring effects on property values," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(3), pages 591-620, September.
  80. James C. Murdoch & Todd Sandler, 1997. "Voluntary Cutbacks and Pretreaty Behavior: the Helsinki Protocol and Sulfur Emissions," Public Finance Review, , vol. 25(2), pages 139-162, March.
  81. Prodosh Simlai, 2018. "Spatial Dependence, Idiosyncratic Risk, and the Valuation of Disaggregated Housing Data," The Journal of Real Estate Finance and Economics, Springer, vol. 57(2), pages 192-230, August.
  82. Robert Hill & Radoslaw Trojanek, 2020. "House Price Indexes for Warsaw: An Evaluation of Competing Methods," Graz Economics Papers 2020-08, University of Graz, Department of Economics.
  83. Eilers, Lea, 2016. "Spatial Dependence in Apartment Offering Prices in Hamburg," VfS Annual Conference 2016 (Augsburg): Demographic Change 145639, Verein für Socialpolitik / German Economic Association.
  84. George Hondroyiannis & Harry Kelejian & George Tavlas, 2009. "Spatial Aspects of Contagion among Emerging Economies," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 191-211.
  85. Dubin, Robin A., 1998. "Spatial Autocorrelation: A Primer," Journal of Housing Economics, Elsevier, vol. 7(4), pages 304-327, December.
  86. Bivand, Roger & Szymanski, Stefan, 2000. "Modelling the spatial impact of the introduction of Compulsory Competitive Tendering," Regional Science and Urban Economics, Elsevier, vol. 30(2), pages 203-219, March.
  87. Yusuf, Arief Anshory & Resosudarmo, Budy P., 2009. "Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia," Ecological Economics, Elsevier, vol. 68(5), pages 1398-1407, March.
  88. Stephenson, Kurt & Speir, Cameron & Shabman, Leonard A. & Bosch, Darrell J., 2001. "The Influence Of Residential Development Patterns On Local Government Costs And Revenues," Report Papers 14833, Virginia Tech, Rural Economic Analysis Program (REAP).
  89. Votsis, Athanasios, 2017. "Planning for green infrastructure: The spatial effects of parks, forests, and fields on Helsinki's apartment prices," Ecological Economics, Elsevier, vol. 132(C), pages 279-289.
  90. 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.
  91. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
  92. Hongxia Wang & Jinde Wang & Bo Huang, 2012. "Prediction for spatio-temporal models with autoregression in errors," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 24(1), pages 217-244.
  93. repec:rre:publsh:v:38:y:2008:i:2:p:195-209 is not listed on IDEAS
  94. Hua Sun & Yong Tu & Shi-Ming Yu, 2005. "A Spatio-Temporal Autoregressive Model for Multi-Unit Residential Market Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 155-187, September.
  95. Kenneth A. Small & Seiji S.C. Steimetz, 2012. "Spatial Hedonics And The Willingness To Pay For Residential Amenities," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 635-647, October.
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