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Specification and estimation of hedonic housing price models

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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. Leggett, Christopher G. & Bockstael, Nancy E., 2000. "Evidence of the Effects of Water Quality on Residential Land Prices," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 121-144, March.
  3. 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.
  4. 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.
  5. 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.
  6. Gaetano Lisi, 2013. "On the Functional Form of the Hedonic Price Function: A Matching-theoretic Model and Empirical Evidence," International Real Estate Review, Global Social Science Institute, vol. 16(2), pages 189-207.
  7. Ansgar Belke & Jonas Keil, 2018. "Fundamental Determinants of Real Estate Prices: A Panel Study of German Regions," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 24(1), pages 25-45, February.
  8. Simon K.C. Cheung, 2017. "A Localized Model for Residential Property Valuation: Nearest Neighbor with Attribute Differences," International Real Estate Review, Global Social Science Institute, vol. 20(2), pages 221-250.
  9. Kai Liu & Toshiaki Ichinose, 2017. "Hedonic Price Modeling of New Residential Property Values in Xi’an City, China," International Journal of Social Science Studies, Redfame publishing, vol. 5(9), pages 42-56, September.
  10. Suzi Kerr & Andrew Aitken & Arthur Grimes, 2004. "Land Taxes and Revenue Needs as Communities Grow and Decline: Evidence from New Zealand," Working Papers 04_01, Motu Economic and Public Policy Research.
  11. Jean-Marie Halleux, 2000. "Modelling the Spatial Structure of Land Markets: Application to Belgium and Its New Residential Developments," Regional and Urban Modeling 283600033, EcoMod.
  12. Jooyong Shim & Changha Hwang, 2018. "Kernel-based geographically and temporally weighted autoregressive model for house price estimation," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-16, October.
  13. 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.
  14. Seong-Hoon Cho & Dayton Lambert & Seung Kim & Roland Roberts & William Park, 2011. "Relationship between value of open space and distance from housing locations within a community," Journal of Geographical Systems, Springer, vol. 13(4), pages 393-414, December.
  15. Reid Ewing & Harry W. Richardson & Keith Bartholomew & Arthur C. Nelson & Chang-Hee Christine Bae, 2014. "Compactness vs. Sprawl Revisited: Converging Views," CESifo Working Paper Series 4571, CESifo.
  16. Julie Le Gallo, 2004. "Hétérogénéité spatiale. Principes et méthodes," Economie & Prévision, La Documentation Française, vol. 162(1), pages 151-172.
  17. Solé-Ollé, Albert & Viladecans-Marsal, Elisabet, 2012. "Lobbying, political competition, and local land supply: Recent evidence from Spain," Journal of Public Economics, Elsevier, vol. 96(1), pages 10-19.
  18. 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.
  19. 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.
  20. LE GALLO, Julie, 2000. "Econométrie spatiale 2 -Hétérogénéité spatiale," LATEC - Document de travail - Economie (1991-2003) 2001-01, LATEC, Laboratoire d'Analyse et des Techniques EConomiques, CNRS UMR 5118, Université de Bourgogne.
  21. Li, Deng-Kui & Mei, Chang-Lin & Wang, Ning, 2019. "Tests for spatial dependence and heterogeneity in spatially autoregressive varying coefficient models with application to Boston house price analysis," Regional Science and Urban Economics, Elsevier, vol. 79(C).
  22. Amelia Bilbao & Celia Bilbao & José M. Labeaga, "undated". "The excess burden associated to characteristics of the goods: Application to housing demand," Working Papers 2005-09, FEDEA.
  23. Mick Silver, 2016. "How to Better Measure Hedonic Residential Property Price Indexes," IMF Working Papers 2016/213, International Monetary Fund.
  24. Alice Barreca & Elena Fregonara & Diana Rolando, 2021. "EPC Labels and Building Features: Spatial Implications over Housing Prices," Sustainability, MDPI, vol. 13(5), pages 1-21, March.
  25. Yu Ye & Hanting Xie & Jia Fang & Hetao Jiang & De Wang, 2019. "Daily Accessed Street Greenery and Housing Price: Measuring Economic Performance of Human-Scale Streetscapes via New Urban Data," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
  26. Kamila Turečková & Stanislav Martinát & Jan Nevima & František Varadzin, 2022. "The Impact of Brownfields on Residential Property Values in Post-Industrial Communities: A Study from the Eastern Part of the Czech Republic," Land, MDPI, vol. 11(6), pages 1-21, May.
  27. Verhagen, Mark D., 2021. "Identifying and Improving Functional Form Complexity: A Machine Learning Framework," SocArXiv bka76, Center for Open Science.
  28. John I. Carruthers & David E. Clark, 2010. "Valuing Environmental Quality: A Space‐Based Strategy," Journal of Regional Science, Wiley Blackwell, vol. 50(4), pages 801-832, October.
  29. Angulo, Ana & Burridge, Peter & Mur, Jesús, 2018. "Testing for breaks in the weighting matrix," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 115-129.
  30. Gang-Zhi Fan & Seow Eng Ong & Hian Chye Koh, 2006. "Determinants of House Price: A Decision Tree Approach," Urban Studies, Urban Studies Journal Limited, vol. 43(12), pages 2301-2315, November.
  31. Nakamura, Hiroki, 2020. "Evaluating the value of an entrepreneurial city with a spatial hedonic approach: A case study of London," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
  32. A. Fotheringham & Ricardo Crespo & Jing Yao, 2015. "Exploring, modelling and predicting spatiotemporal variations in house prices," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(2), pages 417-436, March.
  33. Jorge Chica Olmo, 1995. "Spatial Estimation of Housing Prices and Locational Rents," Urban Studies, Urban Studies Journal Limited, vol. 32(8), pages 1331-1344, August.
  34. Kang, Yuhao & Zhang, Fan & Peng, Wenzhe & Gao, Song & Rao, Jinmeng & Duarte, Fabio & Ratti, Carlo, 2021. "Understanding house price appreciation using multi-source big geo-data and machine learning," Land Use Policy, Elsevier, vol. 111(C).
  35. 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.
  36. Basile, Roberto & Durbán, María & Mínguez, Román & María Montero, Jose & Mur, Jesús, 2014. "Modeling regional economic dynamics: Spatial dependence, spatial heterogeneity and nonlinearities," Journal of Economic Dynamics and Control, Elsevier, vol. 48(C), pages 229-245.
  37. Dawid Siwicki, 2021. "The Application of Machine Learning Algorithms for Spatial Analysis: Predicting of Real Estate Prices in Warsaw," Working Papers 2021-05, Faculty of Economic Sciences, University of Warsaw.
  38. Dubé, Jean & Rosiers, François Des & Thériault, Marius & Dib, Patricia, 2011. "Economic impact of a supply change in mass transit in urban areas: A Canadian example," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(1), pages 46-62, January.
  39. Carlos Felipe Balcázar & Lidia Ceriani & Sergio Olivieri & Marco Ranzani, 2017. "Rent‐Imputation for Welfare Measurement: A Review of Methodologies and Empirical Findings," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 881-898, December.
  40. Stephen Malpezzi, "undated". "Hedonic Pricing Models: A Selective and Applied Review," Wisconsin-Madison CULER working papers 02-05, University of Wisconsin Center for Urban Land Economic Research.
  41. Yuheng Ling, 2020. "Time, space and hedonic prediction accuracy: evidence from Corsican apartment markets," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(2), pages 367-388, April.
  42. Cho, Seong-Hoon & Clark, Christopher D. & Park, William M., 2006. "Two Dimensions of the Spatial Distribution of Housing: Dependency and Heterogeneity across Tennessee’s Six Metropolitan Statistical Areas," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 38(2), pages 1-18, August.
  43. Sonia Yousfi & Jean Dubé & Diègo Legros & Sotirios Thanos, 2020. "Mass appraisal without statistical estimation: a simplified comparable sales approach based on a spatiotemporal matrix," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(2), pages 349-365, April.
  44. Xiaolong Liu, 2013. "Spatial and Temporal Dependence in House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 47(2), pages 341-369, August.
  45. Haiyong Zhang & Sanqin Mao & Xinyu Wang, 2021. "How Much Are People Willing to Pay for Clean Air? Analyzing Housing Prices in Response to the Smog Free Tower in Xi’an," IJERPH, MDPI, vol. 18(19), pages 1-16, September.
  46. Anping Chen & Marlon Boarnet & Mark Partridge & Wenjie Wu & Guanpeng Dong, 2014. "Valuing The “Green” Amenities In A Spatial Context," Journal of Regional Science, Wiley Blackwell, vol. 54(4), pages 569-585, September.
  47. David C. Wheeler & Antonio Páez & Jamie Spinney & Lance A. Waller, 2014. "A Bayesian approach to hedonic price analysis," Papers in Regional Science, Wiley Blackwell, vol. 93(3), pages 663-683, August.
  48. 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.
  49. Yunlong Gong & Jan de Haan & Peter Boelhouwer, 2020. "Cross‐city spillovers in Chinese housing markets: From a city network perspective," Papers in Regional Science, Wiley Blackwell, vol. 99(4), pages 1065-1085, August.
  50. Mense, Andreas & Wirth, Benjamin, 2014. "Flat Prices, Cell Phone Base Stations, and Network Structure: An Instrumental Variable Approach to Endogenous Locations," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100618, Verein für Socialpolitik / German Economic Association.
  51. 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.
  52. Brunes, Fredrik & Hermansson, Cecilia & Song, Han-Suck & Wilhelmsson, Mats, 2016. "NIMBYs for the rich and YIMBYs for the poor: Analyzing the property price effects of infill development," Working Paper Series 16/2, Royal Institute of Technology, Department of Real Estate and Construction Management & Banking and Finance.
  53. 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.
  54. Jean Dubé & Diègo Legros & Sotirios Thanos, 2018. "Past price ‘memory’ in the housing market: testing the performance of different spatio-temporal specifications," Spatial Economic Analysis, Taylor & Francis Journals, vol. 13(1), pages 118-138, January.
  55. Cerasa, Andrea & Buscaglia, Daniela, 2019. "A hedonic model of import steel prices: Is the EU market integrated?," Resources Policy, Elsevier, vol. 61(C), pages 241-249.
  56. Shinichiro Iwata & Kazuto Sumita & Mieko Fujisawa, 2019. "Price competition in the spatial real estate market: allies or rivals?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 14(2), pages 174-195, April.
  57. Pia Nilsson, 2011. "Cultural Landscape Characteristics and Heritage Values A Spatially Explicit Hedonic Approach," ERSA conference papers ersa10p397, European Regional Science Association.
  58. Kun Duan & Tapas Mishra & Mamata Parhi & Simon Wolfe, 2019. "How Effective are Policy Interventions in a Spatially-Embedded International Real Estate Market?," The Journal of Real Estate Finance and Economics, Springer, vol. 58(4), pages 596-637, May.
  59. Arthur Grimes & Suzi Kerr & Andrew Aitken, 2003. "Housing and Economic Adjustment," Working Papers 03_09, Motu Economic and Public Policy Research.
  60. 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.
  61. Sylvie Charlot & Sonia Paty & Michel Visalli, 2013. "Assessing the impact of local taxation on property prices: a spatial matching contribution," Applied Economics, Taylor & Francis Journals, vol. 45(9), pages 1151-1166, March.
  62. Martin Bohl & Winfried Michels & Jens Oelgemöller, 2012. "Determinanten von Wohnimmobilienpreisen: Das Beispiel der Stadt Münster," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 32(2), pages 193-208, September.
  63. 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.
  64. Yujiao Chen & Zhengbo Luo, 2022. "Hedonic Pricing of Houses in Megacities Pre- and Post-COVID-19: A Case Study of Shanghai, China," Sustainability, MDPI, vol. 14(17), pages 1-21, September.
  65. Jorge Chica-Olmo & Rafael Cano-Guervos & Mario Chica-Rivas, 2019. "Estimation of Housing Price Variations Using Spatio-Temporal Data," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
  66. Woojae Kim & Sungmin Ko & Myoungjin Oh & Ie-jung Choi & Jungwoo Shin, 2019. "Is an Incentive Policy for Energy Efficient Products Effective for Air Purifiers? The Case of South Korea," Energies, MDPI, vol. 12(9), pages 1-14, May.
  67. 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.
  68. Hyun, Dongwoo & Milcheva, Stanimira, 2019. "Spatio-temporal effects of an urban development announcement and its cancellation on house prices: A quasi-natural experiment," Journal of Housing Economics, Elsevier, vol. 43(C), pages 23-36.
  69. Yunlong Gong & Peter Boelhouwer & Jan de Haan, 2014. "Spatial Dependence in House Prices: Evidence from China's Interurban Housing Market," ERSA conference papers ersa14p448, European Regional Science Association.
  70. Cordera, Ruben & Chiarazzo, Vincenza & Ottomanelli, Michele & dell’Olio, Luigi & Ibeas, Angel, 2019. "The impact of undesirable externalities on residential property values: spatial regressive models and an empirical study," Transport Policy, Elsevier, vol. 80(C), pages 177-187.
  71. Arthur Grimes & Robert Sourell & Andrew Aitken, 2005. "Regional Variation in Rental Costsfor Larger Households," Urban/Regional 0509014, University Library of Munich, Germany.
  72. Mirzabaev, A. & Strokov, A. & Krasilnikov, P., 2018. "The impact of land degradation on agricultural profits and poverty in Central Asia," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277449, International Association of Agricultural Economists.
  73. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
  74. Baltagi, Badi H. & Bresson, Georges, 2011. "Maximum likelihood estimation and Lagrange multiplier tests for panel seemingly unrelated regressions with spatial lag and spatial errors: An application to hedonic housing prices in Paris," Journal of Urban Economics, Elsevier, vol. 69(1), pages 24-42, January.
  75. Li Zhang & Hongyu Liu & Jing Wu, 2017. "The price premium for green-labelled housing: Evidence from China," Urban Studies, Urban Studies Journal Limited, vol. 54(15), pages 3524-3541, November.
  76. Antonio Paez & Takashi Uchida & Kazuaki Miyamoto, 2001. "Spatial Association and Heterogeneity Issues in Land Price Models," Urban Studies, Urban Studies Journal Limited, vol. 38(9), pages 1493-1508, August.
  77. 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.
  78. Hernán Enríquez Sierra & Carlos Barreto Nieto & Carolina Correa Caro & Jacobo Campo Robledo, 2013. "Precio del suelo y regalías en Colombia: un análisis espacial para los municipios productores de petróleo," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, June.
  79. 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).
  80. Steven C Bourassa & Martin Hoesli & Louis Merlin & John Renne, 2021. "Big data, accessibility and urban house prices," Urban Studies, Urban Studies Journal Limited, vol. 58(15), pages 3176-3195, November.
  81. Alan T. K. Wan & Shangyu Xie & Yong Zhou, 2017. "A varying coefficient approach to estimating hedonic housing price functions and their quantiles," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(11), pages 1979-1999, August.
  82. 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.
  83. Zolnik, Edmund, 2021. "Geographically weighted regression models of residential property transactions: Walkability and value uplift," Journal of Transport Geography, Elsevier, vol. 92(C).
  84. 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.
  85. Lisi, Gaetano & Iacobini, Mauro, 2012. "Estimation of a Hedonic House Price Model with Bargaining: Evidence from the Italian Housing Market," MPRA Paper 66474, University Library of Munich, Germany.
  86. Juliana Lucena do Nascimento & Rogério Mazali, 2023. "Technological innovations and preexisting markets: The interaction between Airbnb and New York's hotel and housing markets," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(2), pages 256-287, April.
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  88. Xia Feng & Brad R. Humphreys, 2008. "Assessing the Economic Impact of Sports Facilities on Residential Property Values: A Spatial Hedonic Approach," Working Papers 0812, International Association of Sports Economists;North American Association of Sports Economists.
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  92. Vivas, H & Franco, A, 2021. "Spatial heterogeneity of housing prices in formal and informal settlements: A GWR hedonic model for segmented markets in Cali," Documentos de trabajo - Alianza EFI 19293, Alianza EFI.
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  120. Chris Leishman & Greg Costello & Steven Rowley & Craig Watkins, 2013. "The Predictive Performance of Multilevel Models of Housing Sub-markets: A Comparative Analysis," Urban Studies, Urban Studies Journal Limited, vol. 50(6), pages 1201-1220, May.
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  123. Kelley Pace, R., 1997. "Performing large spatial regressions and autoregressions," Economics Letters, Elsevier, vol. 54(3), pages 283-291, July.
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