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German rental market 1 Machine learning 1 Online user-generated search data 1 Residential real estate 1 eXtreme gradient boosting 1
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Article 1
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research-article 1
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English 1
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Cajias, Marcelo 1 Zeitler, Joseph-Alexander 1
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Journal of European Real Estate Research 1
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Quantifying the drivers of residential housing demand – an interpretable machine learning approach
Cajias, Marcelo; Zeitler, Joseph-Alexander - In: Journal of European Real Estate Research 16 (2023) 2, pp. 172-199
Purpose The paper employs a unique online user-generated housing search dataset and introduces a novel measure for housing demand, namely “contacts per listing” as explained by hedonic, geographic and socioeconomic variables. Design/methodology/approach The authors explore housing demand by...
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