Exploring nonlinear and interaction effects of TOD on housing rents using XGBoost

Understanding the relationship between transit-oriented development (TOD) and housing rents is crucial for formulating effective TOD strategies and optimizing housing market management. These strategies contribute to a healthy housing market and sustainable urban development. Traditional regression...

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Vydané v:	Cities Ročník 158; s. 105728
Hlavní autori:	Peng, Chen, Yang, Shengfu, Zhang, Peng, Hu, Shougeng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.03.2025
Predmet:	Housing rent Machine learning Nonlinear effect SHAP Transit-oriented development XGBoost SHAP Nonlinear effect Transit-oriented development XGBoost Housing rent Machine learning
ISSN:	0264-2751
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