Bayesian Modelling of a Standard House Configuration Model to Analyze Housing Feature Impacts in Newly Developed Suburbs without Historical Sales
Author:
Affiliation:
1. Department of Engineering Science and Biomedical Engineering, The University of Auckland, Auckland, New Zealand
2. MADE Group Limited, Auckland, New Zealand
Funder
the Charles Ma Engineering Fund
Publisher
Informa UK Limited
Link
https://www.tandfonline.com/doi/pdf/10.1080/09277544.2024.2309762
Reference36 articles.
1. Ambrose J. (2019). The ongoing housing shortage. Property Journal Jul/Aug:23– 23. Available: https://www.proquest.com/docview/2281055924.
2. Auckland Council. (2020). What will Auckland look like in the future? Available: https://www.aucklandcouncil.govt.nz/plans-projects-policies-reportsbylaws/our-plans-strategies/auckland-plan/development-strategy/futureauckland/Pages/what-auckland-look-like-future.aspx.
3. On the Use of Spline Smoothing in Estimating Hedonic Housing Price Models: Empirical Evidence Using Hong Kong Data
4. Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery
5. A random forest guided tour
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