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Using the Spatial Configuration of the Data to Improve Estimation

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Cited by:

  1. 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.
  2. Julie Le Gallo, 2002. "Économétrie spatiale : l'autocorrélation spatiale dans les modèles de régression linéaire," Économie et Prévision, Programme National Persée, vol. 155(4), pages 139-157.
  3. Sheena Yu-Hsien Kao & Anil K. Bera, 2018. "Testing spatial regression models under nonregular conditions," Empirical Economics, Springer, vol. 55(1), pages 85-111, August.
  4. 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.
  5. Catherine Baumont, 2009. "Spatial effects of urban public policies on housing values," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 301-326, June.
  6. Delores Conway & Christina Li & Jennifer Wolch & Christopher Kahle & Michael Jerrett, 2010. "A Spatial Autocorrelation Approach for Examining the Effects of Urban Greenspace on Residential Property Values," The Journal of Real Estate Finance and Economics, Springer, vol. 41(2), pages 150-169, August.
  7. Jiang, Like & Hagen-Zanker, Alex & Kumar, Prashant & Pritchard, John, 2021. "Equity in job accessibility and environmental quality in a segmented housing market: The case of Greater London," Journal of Transport Geography, Elsevier, vol. 90(C).
  8. Lingxiao Li & Abdullah Yavas & Bing Zhu, 2023. "Externalities of residential property flipping," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(1), pages 233-271, January.
  9. Ming-Long Lee & R. Kelley Pace, 2005. "Spatial Distribution of Retail Sales," The Journal of Real Estate Finance and Economics, Springer, vol. 31(1), pages 53-69, August.
  10. Juergen Deppner & Marcelo Cajias, 2024. "Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 68(2), pages 235-273, February.
  11. Damian Przekop, 2022. "Artificial Neural Networks vs Spatial Regression Approach in Property Valuation," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 14(2), pages 199-223, June.
  12. 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.
  13. Song, Yunquan & Liang, Xijun & Zhu, Yanji & Lin, Lu, 2021. "Robust variable selection with exponential squared loss for the spatial autoregressive model," Computational Statistics & Data Analysis, Elsevier, vol. 155(C).
  14. Dean Hanink & Robert Cromley & Avraham Ebenstein, 2012. "Wage-based evidence of returns to external scale in China’s manufacturing: a spatial analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 1-16, August.
  15. 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.
  16. Darla K Munroe, 2007. "Exploring the Determinants of Spatial Pattern in Residential Land Markets: Amenities and Disamenities in Charlotte, NC, USA," Environment and Planning B, , vol. 34(2), pages 336-354, April.
  17. 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.
  18. Kim, Jungik & Goldsmith, Peter D. & Thomas, Michael H., 2004. "Using Spatial Econometrics To Assess The Impact Of Swine Production On Residential Property Values," 2004 Annual meeting, August 1-4, Denver, CO 20186, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  19. Germán M. Izón & Michael S. Hand & Matias Fontenla & Robert P. Berrens, 2010. "The Economic Value Of Protecting Inventoried Roadless Areas: A Spatial Hedonic Price Study In New Mexico," Contemporary Economic Policy, Western Economic Association International, vol. 28(4), pages 537-553, October.
  20. Robert W. Paterson & Kevin J. Boyle, 2002. "Out of Sight, Out of Mind? Using GIS to Incorporate Visibility in Hedonic Property Value Models," Land Economics, University of Wisconsin Press, vol. 78(3), pages 417-425.
  21. He Jiang, 2023. "Robust forecasting in spatial autoregressive model with total variation regularization," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(2), pages 195-211, March.
  22. 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.
  23. Julia Koschinsky & Nancy Lozano-Gracia & Gianfranco Piras, 2012. "The welfare benefit of a home’s location: an empirical comparison of spatial and non-spatial model estimates," Journal of Geographical Systems, Springer, vol. 14(3), pages 319-356, July.
  24. Linda Gerkman, 2012. "Empirical spatial econometric modelling of small scale neighbourhood," Journal of Geographical Systems, Springer, vol. 14(3), pages 283-298, July.
  25. Jungik Kim & Peter Goldsmith, 2009. "A Spatial Hedonic Approach to Assess the Impact of Swine Production on Residential Property Values," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(4), pages 509-534, April.
  26. Takafumi Kato, 2020. "Likelihood-based strategies for estimating unknown parameters and predicting missing data in the simultaneous autoregressive model," Journal of Geographical Systems, Springer, vol. 22(1), pages 143-176, January.
  27. Marwan Al-Momani & Mohammad Arashi, 2024. "Ridge-Type Pretest and Shrinkage Estimation Strategies in Spatial Error Models with an Application to a Real Data Example," Mathematics, MDPI, vol. 12(3), pages 1-19, January.
  28. Wang, Li & Ready, Richard C., 2005. "Spatial Econometric Approaches to Estimating Hedonic Property Value Models," 2005 Annual meeting, July 24-27, Providence, RI 19174, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  29. Jennifer Day & Peter Ellis, 2013. "Growth in Indonesia's manufacturing sectors: Urban and localization contributions," Regional Science Policy & Practice, Wiley Blackwell, vol. 5(3), pages 343-368, August.
  30. Tianfa Xie & Ruiyuan Cao & Jiang Du, 2020. "Variable selection for spatial autoregressive models with a diverging number of parameters," Statistical Papers, Springer, vol. 61(3), pages 1125-1145, June.
  31. 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.
  32. 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.
  33. 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.
  34. Scott Orford, 2000. "Modelling Spatial Structures in Local Housing Market Dynamics: A Multilevel Perspective," Urban Studies, Urban Studies Journal Limited, vol. 37(9), pages 1643-1671, August.
  35. Mark D. Ecker & Victor De Oliveira, 2007. "Bayesian Spatial Modeling of Housing Prices Subject to a Localized Externality," Working Papers 0030, College of Business, University of Texas at San Antonio.
  36. 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.
  37. Dean Hanink & Robert Cromley & Avraham Ebenstein, 2012. "Spatial Variation in the Determinants of House Prices and Apartment Rents in China," The Journal of Real Estate Finance and Economics, Springer, vol. 45(2), pages 347-363, August.
  38. Jamie Spinney & Pavlos Kanaroglou & Darren Scott, 2011. "Exploring Spatial Dynamics with Land Price Indexes," Urban Studies, Urban Studies Journal Limited, vol. 48(4), pages 719-735, March.
  39. Kangning Wang, 2018. "Variable selection for spatial semivarying coefficient models," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 70(2), pages 323-351, April.
  40. Bivand, Roger & Gómez-Rubio, Virgilio & Rue, Håvard, 2015. "Spatial Data Analysis with R-INLA with Some Extensions," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i20).
  41. Gawande, Kishore & Jenkins-Smith, Hank, 2001. "Nuclear Waste Transport and Residential Property Values: Estimating the Effects of Perceived Risks," Journal of Environmental Economics and Management, Elsevier, vol. 42(2), pages 207-233, September.
  42. Karsten Rusche & Uwe Kies & Andreas Schulte, 2011. "Measuring spatial co-agglomeration patterns by extending ESDA techniques," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 31(1), pages 11-25, June.
  43. Jakob Winstrand, 2007. "Hedonic Valuation of Health Risks Due to Residential Radon," Energy and Environmental Modeling 2007 24000065, EcoMod.
  44. Antonio Páez & Fei Long & Steven Farber, 2008. "Moving Window Approaches for Hedonic Price Estimation: An Empirical Comparison of Modelling Techniques," Urban Studies, Urban Studies Journal Limited, vol. 45(8), pages 1565-1581, July.
  45. Marc Baudry & Masha Maslianskaia-Pautrel, 2012. "Revisiting the hedonic price method to assess the implicit price of environmental quality with market segmentation," EconomiX Working Papers 2012-45, University of Paris Nanterre, EconomiX.
  46. Umberto Amato & Anestis Antoniadis & Italia De Feis & Irene Gijbels, 2021. "Penalised robust estimators for sparse and high-dimensional linear models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(1), pages 1-48, March.
  47. Tizheng Li & Xiaojuan Kang, 2022. "Variable selection of higher-order partially linear spatial autoregressive model with a diverging number of parameters," Statistical Papers, Springer, vol. 63(1), pages 243-285, February.
  48. 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.
  49. José-María Montero-Lorenzo & Beatriz Larraz-Iribas & Antonio Páez, 2009. "Estimating commercial property prices: an application of cokriging with housing prices as ancillary information," Journal of Geographical Systems, Springer, vol. 11(4), pages 407-425, December.
  50. Jiawei Hou & Yunquan Song, 2022. "Interquantile shrinkage in spatial additive autoregressive models," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 31(4), pages 1030-1057, December.
  51. Christophe Croux & Peter Exterkate, 2011. "Sparse and Robust Factor Modelling," Tinbergen Institute Discussion Papers 11-122/4, Tinbergen Institute.
  52. Roger Bivand, 2017. "Revisiting the Boston data set - Changing the units of observation affects estimated willingness to pay for clean air," REGION, European Regional Science Association, vol. 4, pages 109-127.
  53. Stephen A. Samaha & Wagner A. Kamakura, 2008. "Assessing the Market Value of Real Estate Property with a Geographically Weighted Stochastic Frontier Model," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 36(4), pages 717-751, December.
  54. Rahal, Charles, 2019. "A Grid Based Approach to Analysing Spatial Weighting Matrix Specification," SocArXiv nt2yq, Center for Open Science.
  55. Füss, Roland & Koller, Jan A., 2016. "The role of spatial and temporal structure for residential rent predictions," International Journal of Forecasting, Elsevier, vol. 32(4), pages 1352-1368.
  56. Yan Kestens & Marius Thériault & François Des Rosiers, 2004. "The Impact of Surrounding Land Use and Vegetation on Single-Family House Prices," Environment and Planning B, , vol. 31(4), pages 539-567, August.
  57. Fang Lu & Jing Yang & Xuewen Lu, 2022. "One-step oracle procedure for semi-parametric spatial autoregressive model and its empirical application to Boston housing price data," Empirical Economics, Springer, vol. 62(6), pages 2645-2671, June.
  58. Wei, Chuanhua & Guo, Shuang & Zhai, Shufen, 2017. "Statistical inference of partially linear varying coefficient spatial autoregressive models," Economic Modelling, Elsevier, vol. 64(C), pages 553-559.
  59. Paul Carrillo, 2013. "Testing for Fraud in the Residential Mortgage Market: How Much Did Early-Payment-Defaults Overpay for Housing?," The Journal of Real Estate Finance and Economics, Springer, vol. 47(1), pages 36-64, July.
  60. Philip Kostov, 2010. "Model Boosting for Spatial Weighting Matrix Selection in Spatial Lag Models," Environment and Planning B, , vol. 37(3), pages 533-549, June.
  61. Takafumi Kato, 2008. "A Further Exploration Into The Robustness Of Spatial Autocorrelation Specifications," Journal of Regional Science, Wiley Blackwell, vol. 48(3), pages 615-639, August.
  62. David Rey-Blanco & Pelayo Arbués & Fernando A. López & Antonio Páez, 2024. "Using machine learning to identify spatial market segments. A reproducible study of major Spanish markets," Environment and Planning B, , vol. 51(1), pages 89-108, January.
  63. Mustafa Kahveci & Ernil Sabaj, 2017. "Determinant of Housing Rents in Urban Albania: An Empirical Hedonic Price Application with NSA Survey Data," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 5(2), pages 51-65.
  64. Virgilio Gómez-Rubio & Roger S. Bivand & Håvard Rue, 2021. "Estimating Spatial Econometrics Models with Integrated Nested Laplace Approximation," Mathematics, MDPI, vol. 9(17), pages 1-23, August.
  65. Antonio Páez, 2009. "Spatial analysis of economic systems and land use change," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 251-258, June.
  66. David Maddison, 2009. "A Spatio‐temporal Model of Farmland Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(1), pages 171-189, February.
  67. Julie Le Gallo, 2000. "Spatial econometrics (1, Spatial autocorrelation) [Econométrie spatiale (1, Autocorrélation spatiale)]," Working Papers hal-01527290, HAL.
  68. Catherine Baumont, 2004. "Spatial effects in housing price models : do housing prices capitalize urban development policies in the agglomeration of Dijon (1999) ?," Working Papers hal-01525664, HAL.
  69. 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.
  70. Laetitia Tuffery, 2016. "The recreational services value of the nearest periurban forest versus the global forest environment," Documents de recherche 16-06, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
  71. Kelley Pace, R., 1997. "Performing large spatial regressions and autoregressions," Economics Letters, Elsevier, vol. 54(3), pages 283-291, July.
  72. Hoffmann, Johannes & Kurz, Claudia, 2002. "Rent indices for housing in West Germany 1985 to 1998," Discussion Paper Series 1: Economic Studies 2002,01, Deutsche Bundesbank.
  73. 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.
  74. Takafumi Kato, 2013. "Usefulness of the Information Contained in the Prediction Sample for the Spatial Error Model," The Journal of Real Estate Finance and Economics, Springer, vol. 47(1), pages 169-195, July.
  75. Wenjie Wu & Guanpeng Dong & Wenzhong Zhang, 2017. "The puzzling heterogeneity of amenity capitalization effects on land markets," Papers in Regional Science, Wiley Blackwell, vol. 96, pages 135-153, March.
  76. 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.
  77. Rocco Curto & Elena Fregonara, 2019. "Monitoring and Analysis of the Real Estate Market in a Social Perspective: Results from the Turin’s (Italy) Experience," Sustainability, MDPI, vol. 11(11), pages 1-22, June.
  78. Jin, Fei & Lee, Lung-fei, 2013. "Cox-type tests for competing spatial autoregressive models with spatial autoregressive disturbances," Regional Science and Urban Economics, Elsevier, vol. 43(4), pages 590-616.
  79. Kato, Takafumi, 2013. "A comparison of spatial error models through Monte Carlo experiments," Economic Modelling, Elsevier, vol. 30(C), pages 743-753.
  80. Raymond Y. C. Tse, 2002. "Estimating Neighbourhood Effects in House Prices: Towards a New Hedonic Model Approach," Urban Studies, Urban Studies Journal Limited, vol. 39(7), pages 1165-1180, June.
  81. Fumihiro Yamane & Hideaki Ohgaki & Kota Asano, 2013. "The Immediate Impact of the Fukushima Daiichi Accident on Local Property Values," Risk Analysis, John Wiley & Sons, vol. 33(11), pages 2023-2040, November.
  82. Maria Rosa Trovato & Claudia Clienti & Salvatore Giuffrida, 2020. "People and the City: Urban Fragility and the Real Estate-Scape in a Neighborhood of Catania, Italy," Sustainability, MDPI, vol. 12(13), pages 1-37, July.
  83. Xuan Liu & Jianbao Chen, 2021. "Variable Selection for the Spatial Autoregressive Model with Autoregressive Disturbances," Mathematics, MDPI, vol. 9(12), pages 1-20, June.
  84. Kiefer, Hua, 2011. "The house price determination process: Rational expectations with a spatial context," Journal of Housing Economics, Elsevier, vol. 20(4), pages 249-266.
  85. Jin Zhao, 2019. "Information Entropy-Based Housing Spatiotemporal Dependence," The Journal of Real Estate Finance and Economics, Springer, vol. 58(1), pages 21-50, January.
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