Machine Learning Applications to Land and Structure Valuation

Mayer, MichaelBourassa, Steven C.Hoesli, MartinScognamiglio, Donato2022-04-212022-04-212022-04-20Mayer, M, Bourassa, S C, Hoesli, M & Scognamiglio, D 2022, 'Machine Learning Applications to Land and Structure Valuation', Journal of Risk and Financial Management, vol. 15, no. 5, 193. https://doi.org/10.3390/jrfm150501931911-8066SCOPUS: 85130528966ORCID: /0000-0003-2173-1200/work/147046580https://hdl.handle.net/2164/18462Acknowledgments: We thank Nicola Stalder and his IAZI team for preparing the dataset for the Swiss case study. The authors are grateful to the referees, whose feedback and comments have improved the quality of the paper.241633016england and structure valuationmachine learningstructured additive regressiongradient boostingdeep learninginterpretabilitytransparencyhedonic modelingHF5601 AccountingHF5601Machine Learning Applications to Land and Structure ValuationJournal article10.3390/jrfm15050193155