Spatial analysis of moving-vehicle crashes and fixed-object crashes based on multi-scale geographically weighted regression

Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity

Chris Brunsdon, A. Stewart Fotheringham, Martin Charlton · Geographical Analysis · 1996 · 3.5K citations · Full text

Social Sciences, Geography, Spatial Analysis +15

Multiscale Geographically Weighted Regression (MGWR)

A. Stewart Fotheringham, Wenbai Yang, Wei Kang · Annals of the American Association of Geographers · 2017 · 1.3K citations

Computing, Geography, Geoinformatics +16

mgwr: A Python Implementation of Multiscale Geographically Weighted Regression for Investigating Process Spatial Heterogeneity and Scale

Taylor M. Oshan, Ziqi Li, Wei Kang et al. · ISPRS International Journal of Geo-Information · 2019 · 776 citations · Full text

Computing, Geography, Geoinformatics +17

A crash-prediction model for multilane roads

Ciro Caliendo, Maurizio Guida, Alessandra Parisi · Accident Analysis & Prevention · 2006 · 415 citations

Engineering, Automotive Engineering, Transportation +13

Inference in Multiscale Geographically Weighted Regression

Hanchen Yu, A. Stewart Fotheringham, Ziqi Li et al. · Geographical Analysis · 2019 · 401 citations · Full text

Business, Data Science, Spatial Analysis +15