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: Bian, Tingbin, Chen, Jin, Feng, Qu, Li, Jingyi
其他作者: School of Social Sciences
格式: Article
語言:English
出版: 2022
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在線閱讀:https://hdl.handle.net/10356/155087
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