National land use policies and strategies worldwide have attempted to establish a healthy
housing rental market towards urban sustainability. Monitoring fine-scale housing rental …

Street greenery is a component of urban green infrastructure. By forming foundational green
corridors in urban ecological systems, street greenery provides vital ecological, social, and …

Housing values are heavily influenced by urban facilities. However, the amenity effects of
urban facilities have not been fully assessed, and their spatial heterogeneity has largely …

Evaluating the capitalization effect of educational facilities via the real estate market has
elicited considerable research attention. Although the spatial attribute of housing data is …

Social inequalities induced by education accessibility are widespread and concern land use
policy makers globally. Yet much of existing research heavily emphasizes on uncovering the …

Educational facilities are valued highly by citizens and play an important part in improving
housing prices. Most existing studies applied the hedonic price model to obtain the average …

Urban redevelopment has been widely acknowledged as a cure for the urban diseases
relevant to urban deterioration, decayed environment, and limited land supply in the process …

Abstract Machine Learning (ML) excels at most predictive tasks but its complex
nonparametric structure renders it less useful for inference and out‐of sample predictions …

A quality promotion of neighborhood primary schools no doubt elevates nearby housing
price. But which houses benefit from the public policy is important to improve educational …

Studies using Hedonic housing price model to discuss residents' demand for urban green
space (UGS) demonstrate the importance that residents place on UGS. While much of the …