Using shrinkage for data-driven automated valuation model specification – a case study from Berlin-Reference-Cited by-同舟云学术

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Using shrinkage for data-driven automated valuation model specification – a case study from Berlin

Published:2021-04-03 Issue:2 Volume:38 Page:130-153
ISSN:0959-9916
Container-title:Journal of Property Research
language:en
Short-container-title:Journal of Property Research

Author:

Hinrichs Nils¹,Kolbe Jens^ORCID,Werwatz Axel²

Affiliation:

1. Department of Medical Data Science, Institute of Computer-assisted Cardiovascular Medicine, Charité-Universitätsmedizin Berlin, Germany

2. Chair for Econometrics and Business Statistics, Institute of Economics and Law, Technische Universität Berlin, Germany

Funder

Deutsche Forschungsgemeinschaft

Publisher

Informa UK Limited

Subject

Urban Studies,Geography, Planning and Development

Link

https://www.tandfonline.com/doi/pdf/10.1080/09599916.2021.1905690

Reference15 articles.

1. Appraisal Accuracy and Automated Valuation Models in Rural Areas

2. Impact of the Regularization of Regression Models on the Results of the Mass Valuation of Real Estate

3. Testing the equality of prediction mean squared errors

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Exploring XAI techniques for enhancing model transparency and interpretability in real estate rent prediction: A comparative study;Finance Research Letters;2023-12

2. Introduction to special issue;Journal of Property Research;2021-04-03

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