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Housing market segmentation and hedonic prediction accuracy

Citations

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Cited by:

  1. Tom Kauko, 2004. "A Comparative Perspective on Urban Spatial Housing Market Structure: Some More Evidence of Local Sub-markets Based on a Neural Network Classification of Amsterdam," Urban Studies, Urban Studies Journal Limited, vol. 41(13), pages 2555-2579, December.
  2. Yanbo Liu & Peter C. B. Phillips & Jun Yu, 2023. "A Panel Clustering Approach To Analyzing Bubble Behavior," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(4), pages 1347-1395, November.
  3. Renigier-Biłozor, Małgorzata & Janowski, Artur & Walacik, Marek & Chmielewska, Aneta, 2022. "Modern challenges of property market analysis- homogeneous areas determination," Land Use Policy, Elsevier, vol. 119(C).
  4. Berna Keskin & Craig Watkins, 2017. "Defining spatial housing submarkets: Exploring the case for expert delineated boundaries," Urban Studies, Urban Studies Journal Limited, vol. 54(6), pages 1446-1462, May.
  5. Murakami, Jin & He, Yiming, 2018. "Highway investment in deindustrialization: A territorial analysis of office property transactions in Hong Kong, 2002–2013," Journal of Transport Geography, Elsevier, vol. 66(C), pages 200-212.
  6. 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.
  7. Mats Wilhelmsson & Jianyu Zhao, 2018. "Risk Assessment of Housing Market Segments: The Lender’s Perspective," JRFM, MDPI, vol. 11(4), pages 1-22, October.
  8. 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.
  9. Elif Alkay, 2008. "Housing Submarkets in Istanbul," International Real Estate Review, Global Social Science Institute, vol. 11(1), pages 113-127.
  10. Yaxiong Ma & Sucharita Gopal, 2018. "Geographically Weighted Regression Models in Estimating Median Home Prices in Towns of Massachusetts Based on an Urban Sustainability Framework," Sustainability, MDPI, vol. 10(4), pages 1-27, March.
  11. 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.
  12. Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2014. "Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria," Urban Studies, Urban Studies Journal Limited, vol. 51(2), pages 390-411, February.
  13. Joao Lourenço Marques & Eduardo Castro & Arnab Bhattacharjee & Paulo Batista, 2012. "SPATIAL HETEROGENEITY ACROSS SUBMARKETS: Housing submarket in an urban area of Portugal," ERSA conference papers ersa12p1111, European Regional Science Association.
  14. Yan Kestens & Marius Thériault & François Des Rosiers, 2006. "Heterogeneity in hedonic modelling of house prices: looking at buyers’ household profiles," Journal of Geographical Systems, Springer, vol. 8(1), pages 61-96, March.
  15. Makovi, Michael, 2022. "Is There Discrimination in Property Taxation? Evidence from Atlanta, Georgia, 2010-2016," Journal of Housing Economics, Elsevier, vol. 56(C).
  16. Robert J. Hill & Alicia N. Rambaldi & Michael Scholz, 2021. "Higher frequency hedonic property price indices: a state-space approach," Empirical Economics, Springer, vol. 61(1), pages 417-441, July.
  17. Nalini Prasad & Anthony Richards, 2006. "Measuring Housing Price Growth – Using Stratification to Improve Median-based Measures," RBA Research Discussion Papers rdp2006-04, Reserve Bank of Australia.
  18. Leeyoung Kim & Wonseok Seo, 2021. "Micro-Analysis of Price Spillover Effect among Regional Housing Submarkets in Korea: Evidence from the Seoul Metropolitan Area," Land, MDPI, vol. 10(8), pages 1-21, August.
  19. Yang, Yang & Mueller, Noah J. & Croes, Robertico R., 2016. "Market accessibility and hotel prices in the Caribbean: The moderating effect of quality-signaling factors," Tourism Management, Elsevier, vol. 56(C), pages 40-51.
  20. 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.
  21. William Cheung & Lewen Guo & Yuichiro Kawaguchi, 2021. "Automated valuation model for residential rental markets: evidence from Japan," Journal of Spatial Econometrics, Springer, vol. 2(1), pages 1-34, December.
  22. Charles-Olivier Amédée-Manesme & Michel Baroni & Fabrice Barthélémy & Francois des Rosiers, 2017. "Market heterogeneity and the determinants of Paris apartment prices: A quantile regression approach," Urban Studies, Urban Studies Journal Limited, vol. 54(14), pages 3260-3280, November.
  23. 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.
  24. Allen C. Goodman & Brent C Smith, 2023. "Medical Service Quality and Office Rent Premiums: Reputation Spillovers," The Journal of Real Estate Finance and Economics, Springer, vol. 66(3), pages 680-708, April.
  25. Grazia Napoli & Maria Rosa Trovato & Simona Barbaro, 2022. "Social Housing and Affordable Rent: The Effectiveness of Legal Thresholds of Rents in Two Italian Metropolitan Cities," Sustainability, MDPI, vol. 14(12), pages 1-32, June.
  26. José-María Montero & Román Mínguez & Gema Fernández-Avilés, 2018. "Housing price prediction: parametric versus semi-parametric spatial hedonic models," Journal of Geographical Systems, Springer, vol. 20(1), pages 27-55, January.
  27. Dorsey, Robert E. & Hu, Haixin & Mayer, Walter J. & Wang, Hui-chen, 2010. "Hedonic versus repeat-sales housing price indexes for measuring the recent boom-bust cycle," Journal of Housing Economics, Elsevier, vol. 19(2), pages 75-93, June.
  28. Vicente Royuela & Miguel Vargas, 2007. "Defining housing market areas using commuting and migration algorithms.Catalonia (Spain) as an applied case study," IREA Working Papers 200707, University of Barcelona, Research Institute of Applied Economics, revised Apr 2007.
  29. van Ommeren, Jos & Wentink, Derk & Dekkers, Jasper, 2011. "The real price of parking policy," Journal of Urban Economics, Elsevier, vol. 70(1), pages 25-31, July.
  30. Yang Wang & Kangmin Wu & Jing Qin & Changjian Wang & Hong’ou Zhang, 2020. "Examining Spatial Heterogeneity Effects of Landscape and Environment on the Residential Location Choice of the Highly Educated Population in Guangzhou, China," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
  31. 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.
  32. Jéssica Fernanda Castaño Lavado & Miguel Ángel Morales Mosquera, 2015. "Revisión Metodológica de Índices de Precios de la Vivienda," Borradores de Economia 895, Banco de la Republica de Colombia.
  33. Faroek Lazrak & Peter Nijkamp & Piet Rietveld & Jan Rouwendal, 2014. "The market value of cultural heritage in urban areas: an application of spatial hedonic pricing," Journal of Geographical Systems, Springer, vol. 16(1), pages 89-114, January.
  34. Jos魍ar𨁍ontero-Lorenzo & Beatriz Larraz-Iribas, 2012. "Space-time approach to commercial property prices valuation," Applied Economics, Taylor & Francis Journals, vol. 44(28), pages 3705-3715, October.
  35. Chihiro Shimizu, 2014. "Estimation of Hedonic Single-Family House Price Function Considering Neighborhood Effect Variables," Sustainability, MDPI, vol. 6(5), pages 1-15, May.
  36. Mak Kaboudan & Avijit Sarkar, 2008. "Forecasting prices of single family homes using GIS-defined neighborhoods," Journal of Geographical Systems, Springer, vol. 10(1), pages 23-45, March.
  37. Longhofer, Stanley D. & Redfearn, Christian L., 2022. "Estimating land values using residential sales data," Journal of Housing Economics, Elsevier, vol. 58(PA).
  38. Wolf, David & Klaiber, H. Allen & Gopalakrishnan, Sathya, 2022. "Beyond marginal: Estimating the demand for water quality," Resource and Energy Economics, Elsevier, vol. 68(C).
  39. Chang Deok Kang & Robert Cervero, 2009. "From Elevated Freeway to Urban Greenway: Land Value Impacts of the CGC Project in Seoul, Korea," Urban Studies, Urban Studies Journal Limited, vol. 46(13), pages 2771-2794, December.
  40. Gao, Qishuo & Shi, Vivien & Pettit, Christopher & Han, Hoon, 2022. "Property valuation using machine learning algorithms on statistical areas in Greater Sydney, Australia," Land Use Policy, Elsevier, vol. 123(C).
  41. Dieudonné Tchuente & Serge Nyawa, 2022. "Real estate price estimation in French cities using geocoding and machine learning," Annals of Operations Research, Springer, vol. 308(1), pages 571-608, January.
  42. Antonio Páez, 2009. "Recent research in spatial real estate hedonic analysis," Journal of Geographical Systems, Springer, vol. 11(4), pages 311-316, December.
  43. Natividad Guadalajara & Miguel Ángel López & Adina Iftimi & Antonio Usai, 2021. "Influence of the Cadastral Value of the Urban Land and Neighborhood Characteristics on the Mean House Mortgage Appraisal," Land, MDPI, vol. 10(3), pages 1-17, March.
  44. Jie Chen & Haiyong Zhang & Qian Zhou, 2021. "Rule by Law, Law-Based Governance, and Housing Prices: The Case of China," Land, MDPI, vol. 10(6), pages 1-22, June.
  45. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
  46. Helen X. H. Bao & Doris Ka Chuen Mok, 2020. "A Link between East and West: How the Guangzhou-Shenzhen-Hong Kong Express Rail Link Affects Property Prices in Hong Kong," International Real Estate Review, Global Social Science Institute, vol. 23(3), pages 993-1021.
  47. 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.
  48. Xiaoqi Zhang & Yanqiao Zheng & Lei Sun & Qiwen Dai, 2019. "Urban Structure, Subway Systemand Housing Price: Evidence from Beijing and Hangzhou, China," Sustainability, MDPI, vol. 11(3), pages 1-23, January.
  49. Keemin Sohn, 2013. "Feature Mapping the Seoul Metro Station Areas Based on a Self-Organizing Map," Journal of Urban Technology, Taylor & Francis Journals, vol. 20(4), pages 23-42, October.
  50. Mojgan Hatami & Abu Hassan Abu Bakar & Nurwati Badarulzaman, 2013. "Impact of Migration on Housing Prices: A Case of Low-Income Households in Iran," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 9(1), pages 28-35, February.
  51. Beatriz Larraz, 2011. "An Expert System for Online Residential Properties Valuation," Review of Economics & Finance, Better Advances Press, Canada, vol. 1, pages 69-82, April.
  52. Zhang, Wei-Bin, 2016. "Economic Globalization and Interregional Agglomeration in a Multi-Country and Multi-Regional Neoclassical Growth Model," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 34, pages 95-121.
  53. Sarah Soleiman & Julien Randon-Furling & Marie Cottrell, 2022. "Machine Learning and Data-Driven Approaches in Spatial Statistics: A Case Study of Housing Price Estimation," Post-Print hal-03900972, HAL.
  54. Roberto Cervelló-Royo & Marina Segura & Regina García-Pérez & Baldomero Segura-García del Río, 2021. "An Analysis of Preferences in Housing Demand by Means of a Multicriteria Methodology (AHP). A More Sustainable Approach," Sustainability, MDPI, vol. 13(14), pages 1-16, July.
  55. Paul E. Carrillo & William M. Doerner & William D. Larson, 2023. "House Price Markups and Mortgage Defaults," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(4), pages 747-782, June.
  56. James Hansen, 2006. "Australian House Prices: A Comparison of Hedonic and Repeat-sales Measures," RBA Research Discussion Papers rdp2006-03, Reserve Bank of Australia.
  57. Chihiro Shimizu & Kiyohiko Nishimura, 2007. "Pricing Structure in Tokyo Metropolitan Land Markets and its Structural Changes: Pre-bubble, Bubble, and Post-bubble Periods," The Journal of Real Estate Finance and Economics, Springer, vol. 35(4), pages 475-496, November.
  58. Mynbaev, Kairat & Ibrayeva, Saniya, 2011. "Housing market of Almaty," MPRA Paper 36683, University Library of Munich, Germany.
  59. Trond Borgersen & Dag Einar Sommervoll & Tom Wennemo, 2006. "Endogenous Housing Market Cycles," Discussion Papers 458, Statistics Norway, Research Department.
  60. Bin Chi & Adam Dennett & Thomas Oléron-Evans & Robin Morphet, 2021. "Shedding new light on residential property price variation in England: A multi-scale exploration," Environment and Planning B, , vol. 48(7), pages 1895-1911, September.
  61. Zhuo Chen & Seong-Hoon Cho & Neelam Poudyal & Roland K. Roberts, 2009. "Forecasting Housing Prices under Different Market Segmentation Assumptions," Urban Studies, Urban Studies Journal Limited, vol. 46(1), pages 167-187, January.
  62. Vicente Royuela & Miguel A. Vargas, 2009. "Defining Housing Market Areas Using Commuting and Migration Algorithms: Catalonia (Spain) as a Case Study," Urban Studies, Urban Studies Journal Limited, vol. 46(11), pages 2381-2398, October.
  63. Jéssica Fernanda Castaño Lavado & Miguel Ángel Morales Mosquera, 2015. "Revisión Metodológica de Índices de Precios de la Vivienda," Borradores de Economia 13317, Banco de la Republica.
  64. Kopczewska, Katarzyna & Ćwiakowski, Piotr, 2021. "Spatio-temporal stability of housing submarkets. Tracking spatial location of clusters of geographically weighted regression estimates of price determinants," Land Use Policy, Elsevier, vol. 103(C).
  65. Chuanhao Tian & Wenjun Ji & Sijin Chen & Jinqun Wu, 2020. "The Time and Spatial Effects of A “City-County Merger” on Housing Prices—Evidence from Fuyang," Sustainability, MDPI, vol. 12(4), pages 1-26, February.
  66. 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.
  67. 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.
  68. ., 2012. "A bridge over troubled waters: valuing accessibility effects of a new bridge," Chapters, in: Karst T. Geurs & Kevin J. Krizek & Aura Reggiani (ed.), Accessibility Analysis and Transport Planning, chapter 10, pages 173-192, Edward Elgar Publishing.
  69. Nils Soguel & Marc-Jean Martin & Alexandre Tangerini, 2008. "The Impact of Housing Market Segmentation between Tourists and Residents on the Hedonic Price for Landscape Quality," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 144(IV), pages 655-678, December.
  70. Gjestland, Arnstein & McArthur, David Philip & Osland, Liv & Thorsen, Inge, 2014. "The suitability of hedonic models for cost-benefit analysis: Evidence from commuting flows," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 136-151.
  71. Nishi, Hayato & Asami, Yasushi & Shimizu, Chihiro, 2021. "The illusion of a hedonic price function: Nonparametric interpretable segmentation for hedonic inference," Journal of Housing Economics, Elsevier, vol. 52(C).
  72. Paloma Taltavull de La Paz, 2021. "Predicting housing prices. A long term housing price path for Spanish regions," LARES lares-2021-4dra, Latin American Real Estate Society (LARES).
  73. Helen X. H. Bao & Alan T. K. Wan, 2007. "Improved Estimators of Hedonic Housing Price Models," Journal of Real Estate Research, American Real Estate Society, vol. 29(3), pages 267-302.
  74. Joshua C. Hall & Donald J. Lacombe & Amir Neto & James Young, 2022. "Bayesian Estimation of the Hierarchical SLX Model with an Application to Housing Markets," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 46(2), pages 360-373, April.
  75. Yigong Hu & Binbin Lu & Yong Ge & Guanpeng Dong, 2022. "Uncovering spatial heterogeneity in real estate prices via combined hierarchical linear model and geographically weighted regression," Environment and Planning B, , vol. 49(6), pages 1715-1740, July.
  76. Coën, Alain & Pourcelot, Alexis & Malle, Richard, 2022. "Macroeconomic shocks and ripple effects in the Greater Paris Metropolis," Journal of Housing Economics, Elsevier, vol. 56(C).
  77. Áron Horváth & Blanka Imre & Zoltán Sápi, 2016. "The International Practice of Statistical Property Valuation Methods and the Possibilities of Introducing Automated Valuation Models in Hungary," Financial and Economic Review, Magyar Nemzeti Bank (Central Bank of Hungary), vol. 15(4), pages 45-64.
  78. DeForest McDuff, 2012. "Home Price Risk, Local Market Shocks, and Index Hedging," The Journal of Real Estate Finance and Economics, Springer, vol. 45(1), pages 212-237, June.
  79. Charles Ka Yui Leung & Wei Wang, 2007. "An Examination of the Chinese Housing Market through the Lens of the DiPasquale- Wheaton Model: a Graphical Attempt," International Real Estate Review, Global Social Science Institute, vol. 10(2), pages 131-165.
  80. Dag Sommervoll, 2006. "Temporal Aggregation in Repeated Sales Models," The Journal of Real Estate Finance and Economics, Springer, vol. 33(2), pages 151-165, September.
  81. Walter Boudry & N. Coulson & Jarl Kallberg & Crocker Liu, 2013. "On Indexing Commercial Real Estate Properties and Portfolios," The Journal of Real Estate Finance and Economics, Springer, vol. 47(4), pages 617-639, November.
  82. Yang Wang & Xiaoli Yue & Hong’ou Zhang & Yongxian Su & Jing Qin, 2021. "Relationship between Urban Floating Population Distribution and Livability Environment: Evidence from Guangzhou’s Urban District, China," Sustainability, MDPI, vol. 13(23), pages 1-15, December.
  83. Ingrid Nappi‐Choulet Pr. & Tristan‐Pierre Maury, 2009. "A Spatiotemporal Autoregressive Price Index for the Paris Office Property Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 37(2), pages 305-340, June.
  84. Liebelt, Veronika & Bartke, Stephan & Schwarz, Nina, 2018. "Revealing Preferences for Urban Green Spaces: A Scale-sensitive Hedonic Pricing Analysis for the City of Leipzig," Ecological Economics, Elsevier, vol. 146(C), pages 536-548.
  85. repec:asg:wpaper:1044 is not listed on IDEAS
  86. 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.
  87. Pia Nilsson, 2017. "Are valuations of place-based amenities driven by scale?," Housing Studies, Taylor & Francis Journals, vol. 32(4), pages 449-469, May.
  88. Sylvia Y He, 2017. "A hierarchical estimation of school quality capitalisation in house prices in Orange County, California," Urban Studies, Urban Studies Journal Limited, vol. 54(14), pages 3337-3359, November.
  89. Nan Liu & Deborah Roberts, 2012. "Do Incomers Pay More for Rural Housing?," Environment and Planning A, , vol. 44(8), pages 1986-2005, August.
  90. Julia Freybote & Hua Sun & Xi Yang, 2015. "The Impact of LEED Neighborhood Certification on Condo Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(3), pages 586-608, September.
  91. Wayne Archer & David Ling & Brent C Smith, 2010. "Ownership Duration in the Residential Housing Market: The Influence of Structure, Tenure, Household and Neighborhood Factors," The Journal of Real Estate Finance and Economics, Springer, vol. 40(1), pages 41-61, January.
  92. 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.
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