Testing machine learning systems in real estate
Author
Abstract
Suggested Citation
DOI: 10.1111/1540-6229.12416
Download full text from publisher
References listed on IDEAS
- Gabriel M. Ahlfeldt & Kristoffer Moeller & Sevrin Waights & Nicolai Wendland, 2017.
"Game of Zones: The Political Economy of Conservation Areas,"
Economic Journal, Royal Economic Society, vol. 127(605), pages 421-445, October.
- Ahlfeldt, Gabriel M. & Moeller, Kristoffer & Waights, Sevrin & Wendland, Nicolai, 2013. "Game of zones: the economics of conservation areas," LSE Research Online Documents on Economics 58349, London School of Economics and Political Science, LSE Library.
- Ahlfeldt, Gabriel & Möller, Kristoffer & Waights, Sevrin & Wendland, Nicolai, 2016. "Game of zones: The political economy of conservation areas," CEPR Discussion Papers 11146, C.E.P.R. Discussion Papers.
- Gabriel M. Ahlfeldt & Kristoffer Möller & Sevrin Waights & Nicolai Wendland, 2014. "Game of Zones: The Political Economy of Conservation Areas," CESifo Working Paper Series 4755, CESifo.
- Ahlfeldt, Gabriel M. & Möller, Kristoffer & Waights, Sevrin & Wendland, Nicolai, 2017. "Game of zones: the political economy of conservation areas," LSE Research Online Documents on Economics 66244, London School of Economics and Political Science, LSE Library.
- Gabriel Ahlfeldt & Alexandra Mastro, 2012.
"Valuing Iconic Design: Frank Lloyd Wright Architecture in Oak Park, Illinois,"
Housing Studies, Taylor & Francis Journals, vol. 27(8), pages 1079-1099, November.
- Ahlfeldt, Gabriel M. & Mastro, Alexandra, 2012. "Valuing iconic design: Frank Lloyd Wright architecture in Oak Park, Illinois," LSE Research Online Documents on Economics 43470, London School of Economics and Political Science, LSE Library.
- Marc K. Francke & Alex M. Minne, 2017. "Land, Structure and Depreciation," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 45(2), pages 415-451, April.
- Daniel W. Apley & Jingyu Zhu, 2020. "Visualizing the effects of predictor variables in black box supervised learning models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 82(4), pages 1059-1086, September.
- Jing Lei & Max G’Sell & Alessandro Rinaldo & Ryan J. Tibshirani & Larry Wasserman, 2018. "Distribution-Free Predictive Inference for Regression," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1094-1111, July.
- Sendhil Mullainathan & Ziad Obermeyer, 2017. "Does Machine Learning Automate Moral Hazard and Error?," American Economic Review, American Economic Association, vol. 107(5), pages 476-480, May.
- Nikhil Naik & Ramesh Raskar & César A. Hidalgo, 2016. "Cities Are Physical Too: Using Computer Vision to Measure the Quality and Impact of Urban Appearance," American Economic Review, American Economic Association, vol. 106(5), pages 128-132, May.
- Duncan Simester & Artem Timoshenko & Spyros I. Zoumpoulis, 2020. "Targeting Prospective Customers: Robustness of Machine-Learning Methods to Typical Data Challenges," Management Science, INFORMS, vol. 66(6), pages 2495-2522, June.
- Shen, Lily & Ross, Stephen, 2021. "Information value of property description: A Machine learning approach," Journal of Urban Economics, Elsevier, vol. 121(C).
- Coulson, N. Edward & McMillen, Daniel P., 2008. "Estimating time, age and vintage effects in housing prices," Journal of Housing Economics, Elsevier, vol. 17(2), pages 138-151, June.
- Edwin Buitelaar & Frans Schilder, 2017. "The Economics of Style: Measuring the Price Effect of Neo†Traditional Architecture in Housing," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 45(1), pages 7-27, February.
- Aubry, Mathieu & Kräussl, Roman & Manso, Gustavo & Spaenjers, Christophe, 2019. "Machine learning, human experts, and the valuation of real assets," CFS Working Paper Series 635, Center for Financial Studies (CFS).
- Gabriel M. Ahlfeldt & Kristoffer Moeller & Sevrin Waights & Nicolai Wendland, 2017.
"Game of Zones: The Political Economy of Conservation Areas,"
Economic Journal, Royal Economic Society, vol. 127(605), pages 421-445, October.
- Gabriel M. Ahlfeldt & Kristoffer Moeller & Sevrin Waights & Nicolai Wendland, 2017. "Game of Zones: The Political Economy of Conservation Areas," Economic Journal, Royal Economic Society, vol. 127(605), pages 421-445.
- Gabriel M. Ahlfeldt & Kristoffer Möller & Sevrin Waights & Nicolai Wendland, 2014. "Game of Zones: The Political Economy of Conservation Areas," CESifo Working Paper Series 4755, CESifo.
- Ahlfeldt, Gabriel M. & Möller, Kristoffer & Waights, Sevrin & Wendland, Nicolai, 2017. "Game of zones: the political economy of conservation areas," LSE Research Online Documents on Economics 66244, London School of Economics and Political Science, LSE Library.
- Ahlfeldt, Gabriel & Möller, Kristoffer & Waights, Sevrin & Wendland, Nicolai, 2016. "Game of zones: The political economy of conservation areas," CEPR Discussion Papers 11146, C.E.P.R. Discussion Papers.
- Edward L. Glaeser & Michael Scott Kincaid & Nikhil Naik, 2018. "Computer Vision and Real Estate: Do Looks Matter and Do Incentives Determine Looks," NBER Working Papers 25174, National Bureau of Economic Research, Inc.
- Yi Fan & Ho Pin Teo & Wayne X. Wan, 2021. "Public transport, noise complaints, and housing: Evidence from sentiment analysis in Singapore," Journal of Regional Science, Wiley Blackwell, vol. 61(3), pages 570-596, June.
- Julia Freybote & Lauren Simon & Lauren Beitelspacher, 2016. "Understanding the contribution of curb appeal to retail real estate values," Journal of Property Research, Taylor & Francis Journals, vol. 33(2), pages 147-161, April.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Timothy L. Hamilton & Erik B. Johnson, 2023. "The amenity value of natural views," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(5), pages 1079-1107, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Wan, Wayne Xinwei & Lindenthal, Thies, 2022. "Towards accountability in machine learning applications: A system-testing approach," ZEW Discussion Papers 22-001, ZEW - Leibniz Centre for European Economic Research.
- Ka Shing Cheung & Chung Yim Yiu, 2022. "The economics of architectural aesthetics: Identifying price effect of urban ambiences by different house cohorts," Environment and Planning B, , vol. 49(6), pages 1741-1756, July.
- Koster, Hans R.A. & van Ommeren, Jos & Volkhausen, Nicolas, 2021.
"Short-term rentals and the housing market: Quasi-experimental evidence from Airbnb in Los Angeles,"
Journal of Urban Economics, Elsevier, vol. 124(C).
- Koster, Hans & van Ommeren, Jos & Volhausen, Nicolas, 2018. "Short-term rentals and the housing market: Quasi-experimental evidence from Airbnb in Los Angeles," CEPR Discussion Papers 13094, C.E.P.R. Discussion Papers.
- Sevrin Waights, 2019.
"The preservation of historic districts—is it worth it?,"
Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 433-464.
- Sevrin Waights, 2016. "The Preservation of Historic Districts - Is it Worth it?," SERC Discussion Papers 0202, Centre for Economic Performance, LSE.
- Waights, Sevrin, 2019. "The preservation of historic districts—is it worth it?," LSE Research Online Documents on Economics 87175, London School of Economics and Political Science, LSE Library.
- Liu, Ruiming & Yan, Haosheng & Zhang, Zebang, 2024. "Does historic preservation affect firms' output? Evidence from the awarding of the Historic City title in China," China Economic Review, Elsevier, vol. 85(C).
- van Vuuren, Aico, 2022.
"Is There a Diminishing Value of Urban Amenities as a Result of the COVID-19 Pandemic?,"
IZA Discussion Papers
15025, Institute of Labor Economics (IZA).
- van Vuuren, Aico, 2022. "Is there a diminishing value of urban amenities as a result of the Covid-19 pandemic?," Working Papers in Economics 818, University of Gothenburg, Department of Economics.
- Alan Sage & Mike Langen & Alex van de Minne, 2023. "Where is the opportunity in opportunity zones?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(2), pages 338-371, March.
- 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.
- Zhou, Yang, 2021. "The political economy of historic districts: The private, the public, and the collective," Regional Science and Urban Economics, Elsevier, vol. 86(C).
- Hilber, Christian A.L. & Palmer, Charles & Pinchbeck, Edward W., 2019.
"The energy costs of historic preservation,"
Journal of Urban Economics, Elsevier, vol. 114(C).
- Christian A. L. Hilber & Charles Palmer & Edward W. Pinchbeck, 2017. "The Energy Costs of Historic Preservation," SERC Discussion Papers 0217, Centre for Economic Performance, LSE.
- Christian Hilber, Charles Palmer, Edward Pinchbeck, 2017. "The energy costs of historic preservation," GRI Working Papers 281, Grantham Research Institute on Climate Change and the Environment.
- Hilber, Christian A. L. & Palmer, Charles & Pinchbeck, Ted, 2019. "The energy costs of historic preservation," LSE Research Online Documents on Economics 102141, London School of Economics and Political Science, LSE Library.
- Hilber, Christian A. L. & Palmer, Charles & Pinchbeck, Edward W., 2017. "The energy costs of historic preservation," LSE Research Online Documents on Economics 86563, London School of Economics and Political Science, LSE Library.
- Yoshida, Jiro, 2020. "The economic depreciation of real estate: Cross-sectional variations and their return implications," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
- Rolheiser, Lyndsey & van Dijk, Dorinth & van de Minne, Alex, 2020. "Housing vintage and price dynamics," Regional Science and Urban Economics, Elsevier, vol. 84(C).
- Temel, Anna & Thiel, Patrick & Vance, Colin, 2024. "Open space amenities: Is closer better?," Ruhr Economic Papers 1109, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Green, Colin P. & Heywood, John S. & Navarro Paniagua, Maria, 2020.
"Did the London congestion charge reduce pollution?,"
Regional Science and Urban Economics, Elsevier, vol. 84(C).
- Colin Green & John Spencer Heywood & Maria Navarro Paniagua, 2018. "Did the London Congestion Charge Reduce Pollution?," Working Papers 237385060, Lancaster University Management School, Economics Department.
- Waights, Sevrin, 2018.
"Does gentrification displace poor households? An ‘identification-via-interaction’ approach,"
LSE Research Online Documents on Economics
88691, London School of Economics and Political Science, LSE Library.
- Sevrin Waights, 2018. "Does gentrification displace poor households? An 'identification-via-interaction' approach," CEP Discussion Papers dp1540, Centre for Economic Performance, LSE.
- Fugang Gao & Huub Ploegmakers & Erwin van der Krabben & Xiaoping Shi, 2022. "Impacts of the political incentive for environmental protection on industrial land supply: Evidence from the cadre evaluation system reform in China," Papers in Regional Science, Wiley Blackwell, vol. 101(4), pages 1001-1025, August.
- Erik B Johnson & Alan Tidwell & Sriram V Villupuram, 2020. "Valuing Curb Appeal," The Journal of Real Estate Finance and Economics, Springer, vol. 60(1), pages 111-133, February.
- Portillo, Javier E. & Wagner, Gary A., 2021. "Do cultural districts spur urban revitalization: Evidence from Louisiana," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 651-673.
- Galster, George C. & Osland, Liv, 2024. "Educational and gender heterogeneity of the rural-urban earnings premium: New evidence from Norway," Regional Science and Urban Economics, Elsevier, vol. 105(C).
- Lu, Jiaxuan, 2023. "The economics of China’s between-city height competition: A regression discontinuity approach," Regional Science and Urban Economics, Elsevier, vol. 100(C).
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:reesec:v:51:y:2023:i:3:p:754-778. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/areueea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.