Comparing econometric analyses with machine learning approaches: a study on Singapore private property market
We aim to compare econometric analyses with machine learning approaches in the context of Singapore private property market using transaction data covering the period of 1995-2018. A hedonic model is employed to quantify the premiums of important attributes and amenities, with a focus on the premium...
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| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
2022
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/155087 |
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| Institution: | Nanyang Technological University |
| Language: | English |