Multiscale geographically and temporally weighted regression with a unilateral temporal weighting scheme and its application in the analysis of spatiotemporal characteristics of house prices in Beijing

Zhi Zhang,Jing Li,Tung Fung,Huayi Yu,Changlin Mei,Yee Leung,Yu Zhou

Multiscale geographically and temporally weighted regression with a unilateral temporal weighting scheme and its application in the analysis of spatiotemporal characteristics of house prices in Beijing

2021

Zhi Zhang
Jing Li
Tung Fung
Huayi Yu
Changlin Mei
Yee Leung
Yu Zhou

Geographically and temporally weighted regression (GTWR) has been demonstrated as an effective tool for exploring spatiotemporal data under spatial and temporal heterogeneity. Exploiting the advant...

Keywords:

Unit-weighted regression
Scheme (programming language)
Cartography
Weighting
temporal heterogeneity
Beijing
Computer science

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