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Incorporating spatial variation in housing attribute prices: a comparison of geographically weighted regression and the spatial expansion method

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  1. Tausch, Arno, 2008. "308 Billion Euros into the Sand? The Debacle of the EU's Regional Policy [308 Milliarden Euro in den Sand? Zum Debakel der EU-Regionalpolitik]," MPRA Paper 10609, University Library of Munich, Germany.
  2. Tan, Ronghui & Xu, Shuxian, 2023. "Urban growth boundary and subway development: A theoretical model for estimating their joint effect on urban land price," Land Use Policy, Elsevier, vol. 129(C).
  3. Ricardo Crespo & Adrienne Grêt-Regamey, 2013. "Local Hedonic House-Price Modelling for Urban Planners: Advantages of Using Local Regression Techniques," Environment and Planning B, , vol. 40(4), pages 664-682, August.
  4. Chiang Hsieh, Lin-Han, 2021. "Is it the flood, or the disclosure? An inquiry to the impact of flood risk on residential housing prices," Land Use Policy, Elsevier, vol. 106(C).
  5. Kim, Jinwon & Jang, Seongsoo & Kang, Sanghoon & Kim, SeungHyun (James), 2020. "Why are hotel room prices different? Exploring spatially varying relationships between room price and hotel attributes," Journal of Business Research, Elsevier, vol. 107(C), pages 118-129.
  6. Ibeas, Ángel & Cordera, Ruben & dell’Olio, Luigi & Coppola, Pierluigi & Dominguez, Alberto, 2012. "Modelling transport and real-estate values interactions in urban systems," Journal of Transport Geography, Elsevier, vol. 24(C), pages 370-382.
  7. Lim, Hyunwoo & Yoo, Eun-Hye & Park, Minyoung, 2018. "Warehouse rental market segmentation using spatial profile regression," Journal of Transport Geography, Elsevier, vol. 73(C), pages 64-74.
  8. Jorge Enrique Agudelo Torres & Gabriel Alberto Agudelo Torres & Luis Ceferino Franco Arbeláez & Luis Eduardo Franco Ceballos, 2015. "Efecto de un estadio deportivo en los precios de arrendamiento de viviendas: una aplicación de regresión ponderada geográficamente (GWR)," Revista Ecos de Economía, Universidad EAFIT, vol. 19(40), pages 66-80, June.
  9. Xinba Li & Chihwa Kao, 2022. "Spatial Analysis and Modeling of the Housing Value Changes in the U.S. during the COVID-19 Pandemic," JRFM, MDPI, vol. 15(3), pages 1-25, March.
  10. M. Bárcena & P. Menéndez & M. Palacios & F. Tusell, 2014. "Alleviating the effect of collinearity in geographically weighted regression," Journal of Geographical Systems, Springer, vol. 16(4), pages 441-466, October.
  11. Shoaib Khalid & Fariha Zameer, 2023. "Revisiting Urban Immovable Property Valuation: An Appraisal of Spatial Heterogeneities in Punjab Using Big Data (Article)," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 62(4), pages 493-520.
  12. Karolien De Bruyne & Jan Van Hove, 2013. "Explaining the spatial variation in housing prices: an economic geography approach," Applied Economics, Taylor & Francis Journals, vol. 45(13), pages 1673-1689, May.
  13. Seong-Yun Hong & Seonggook Moon & Sang-Hyun Chi & Yoon-Jae Cho & Jeon-Young Kang, 2022. "Local Sparse Principal Component Analysis for Exploring the Spatial Distribution of Social Infrastructure," Land, MDPI, vol. 11(11), pages 1-16, November.
  14. Michalis Doumpos & Dimitrios Papastamos & Dimitrios Andritsos & Constantin Zopounidis, 2021. "Developing automated valuation models for estimating property values: a comparison of global and locally weighted approaches," Annals of Operations Research, Springer, vol. 306(1), pages 415-433, November.
  15. Gollini, Isabella & Lu, Binbin & Charlton, Martin & Brunsdon, Christopher & Harris, Paul, 2015. "GWmodel: An R Package for Exploring Spatial Heterogeneity Using Geographically Weighted Models," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i17).
  16. Paolo Rosato & Lucia Rotaris & Margaretha Breil & Valentina Zanatta, 2008. "Do We Care about Built Cultural Heritage? The Empirical Evidence Based on the Veneto House Market," Working Papers 2008.64, Fondazione Eni Enrico Mattei.
  17. Jacob Macdonald & Sofia Franco, 2015. "The Effects of Tangible Immovable Cultural Heritage on Residential Property Values: Evidence from Lisbon, Portugal," ERSA conference papers ersa15p657, European Regional Science Association.
  18. Cordera, Ruben & Coppola, Pierluigi & dell'Olio, Luigi & Ibeas, Ángel, 2019. "The impact of accessibility by public transport on real estate values: A comparison between the cities of Rome and Santander," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 308-319.
  19. 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.
  20. 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.
  21. Sven Müller, 2012. "Identifying spatial nonstationarity in German regional firm start-up data," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 32(2), pages 113-132, September.
  22. Yang, Ziqi & Li, Xinghua & Guo, Yuntao & Qian, Xinwu, 2023. "Understanding active transportation accessibility's impacts on polycentric and monocentric cities' housing price," Research in Transportation Economics, Elsevier, vol. 98(C).
  23. Franco, Sofia F. & Macdonald, Jacob L., 2018. "The effects of cultural heritage on residential property values: Evidence from Lisbon, Portugal," Regional Science and Urban Economics, Elsevier, vol. 70(C), pages 35-56.
  24. Salvati, Luca & Ciommi, Maria Teresa & Serra, Pere & Chelli, Francesco M., 2019. "Exploring the spatial structure of housing prices under economic expansion and stagnation: The role of socio-demographic factors in metropolitan Rome, Italy," Land Use Policy, Elsevier, vol. 81(C), pages 143-152.
  25. Zou, Guojian & Lai, Ziliang & Li, Ye & Liu, Xinghua & Li, Wenxiang, 2022. "Exploring the nonlinear impact of air pollution on housing prices: A machine learning approach," Economics of Transportation, Elsevier, vol. 31(C).
  26. 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.
  27. Steven Deller & Reka Sundaram-Stukel, 2012. "Spatial patterns in the location decisions of US credit unions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(2), pages 417-445, October.
  28. Löchl, Michael & Axhausen, Kay W., 2010. "Modelling hedonic residential rents for land use and transport simulation while considering spatial effects," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 3(2), pages 39-63.
  29. Toke Panduro & Bo Thorsen, 2014. "Evaluating two model reduction approaches for large scale hedonic models sensitive to omitted variables and multicollinearity," Letters in Spatial and Resource Sciences, Springer, vol. 7(2), pages 85-102, July.
  30. 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.
  31. Eddie Chi Man Hui & Cong Liang & Ziyou Wang & Yuan Wang, 2016. "The roles of developer’s status and competitive intensity in presale pricing in a residential market: A study of the spatio-temporal model in Hangzhou, China," Urban Studies, Urban Studies Journal Limited, vol. 53(6), pages 1203-1224, May.
  32. 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.
  33. Anping Chen & Marlon Boarnet & Mark Partridge & Siqi Zheng & Weizeng Sun & Rui Wang, 2014. "Land Supply And Capitalization Of Public Goods In Housing Prices: Evidence From Beijing," Journal of Regional Science, Wiley Blackwell, vol. 54(4), pages 550-568, September.
  34. 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.
  35. Zengzheng Wang & Fuhao Zhang & Yangyang Zhao, 2023. "Exploring the Spatial Discrete Heterogeneity of Housing Prices in Beijing, China, Based on Regionally Geographically Weighted Regression Affected by Education," Land, MDPI, vol. 12(1), pages 1-24, January.
  36. Zhen Yang & Weijun Gao & Xueyuan Zhao & Chibiao Hao & Xudong Xie, 2020. "Spatiotemporal Patterns of Population Mobility and Its Determinants in Chinese Cities Based on Travel Big Data," Sustainability, MDPI, vol. 12(10), pages 1-25, May.
  37. Filali, Radhouane, 2008. "Variabilité spatiale des prix hédoniques des caractéristiques du logement: une nouvelle méthode de calcul des indices de prix spatiaux [Spatial variability of housing attribute marginal prices: est," MPRA Paper 14227, University Library of Munich, Germany.
  38. 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.
  39. van Vuuren, Aico & Kjellander, Josef & Nilsson, Viktor, 2019. "Refugees and apartment prices: A case study to investigate the attitudes of home buyers," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 20-37.
  40. Pia Nilsson, 2017. "Are valuations of place-based amenities driven by scale?," Housing Studies, Taylor & Francis Journals, vol. 32(4), pages 449-469, May.
  41. 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.
  42. Maria Terres & Alan Gelfand, 2015. "Using spatial gradient analysis to clarify species distributions with application to South African protea," Journal of Geographical Systems, Springer, vol. 17(3), pages 227-247, July.
  43. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
  44. 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.
  45. repec:rre:publsh:v:40:y:2010:i:1:p:71-97 is not listed on IDEAS
  46. Tausch, Arno, 2009. "Ist die Globalisierung fit für das soziale Europa? [Is Globalization fit for Social Europe?]," MPRA Paper 14264, University Library of Munich, Germany.
  47. Arno Tausch, 2009. "Das EU-Budget und der Lissabon-Prozess," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 107, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
  48. 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.
  49. 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.
  50. Deller, Steven, 2011. "Spatial heterogeneity in the wage curve," Economics Letters, Elsevier, vol. 113(3), pages 231-233.
  51. Hu, Lirong & He, Shenjing & Han, Zixuan & Xiao, He & Su, Shiliang & Weng, Min & Cai, Zhongliang, 2019. "Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies," Land Use Policy, Elsevier, vol. 82(C), pages 657-673.
  52. Nikodem Szumilo & Edyta Laszkiewicz & Franz Fuerst, 2017. "The spatial impact of employment centres on housing markets," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(4), pages 472-491, October.
  53. Sisman, S. & Aydinoglu, A.C., 2022. "A modelling approach with geographically weighted regression methods for determining geographic variation and influencing factors in housing price: A case in Istanbul," Land Use Policy, Elsevier, vol. 119(C).
  54. Yanchuan Mou & Qingsong He & Bo Zhou, 2017. "Detecting the Spatially Non-Stationary Relationships between Housing Price and Its Determinants in China: Guide for Housing Market Sustainability," Sustainability, MDPI, vol. 9(10), pages 1-17, October.
  55. 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.
  56. Tan, Ronghui & He, Qingsong & Zhou, Kehao & Xie, Peng, 2019. "The effect of new metro stations on local land use and housing prices: The case of Wuhan, China," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
  57. Olaru, Doina & Mulley, Corinne & Smith, Brett & Ma, Liang, 2017. "Policy-led selection of the most appropriate empirical model to estimate hedonic prices in the residential market," Journal of Transport Geography, Elsevier, vol. 62(C), pages 213-228.
  58. 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).
  59. Biao Sun & Shan Yang, 2020. "Asymmetric and Spatial Non-Stationary Effects of Particulate Air Pollution on Urban Housing Prices in Chinese Cities," IJERPH, MDPI, vol. 17(20), pages 1-23, October.
  60. 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.
  61. Chung-Chang Lee, 2009. "Hierarchical Linear Modeling to Explore the Influence of Satisfaction with Public Facilities on Housing Prices," International Real Estate Review, Global Social Science Institute, vol. 12(3), pages 252-272.
  62. Mikaela Backman & Pia Nilsson, 2018. "The role of cultural heritage in attracting skilled individuals," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 42(1), pages 111-138, February.
  63. 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.
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