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Spatial-Filtering-Based Contributions to a Critique of Geographically Weighted Regression (GWR)

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2009Geographically Weighted Regression250 cited
2011A Simulation-Based Study of Geographically Weighted Regression as a Method for Investigating Spatially Varying Relationships239 cited
2021Replication across space and time must be weak in the social and environmental sciences157 cited
2016Geographically weighted regression with parameter-specific distance metrics155 cited
2008Comparing spatially varying coefficient models: a case study examining violent crime rates and their relationships to alcohol outlets and illegal drug arrests121 cited
2013GWmodel: an R Package for Exploring Spatial Heterogeneity using Geographically Weighted Models111 cited
2015Random effects specifications in eigenvector spatial filtering: a simulation study109 cited
2017Single and Multiscale Models of Process Spatial Heterogeneity102 cited
2016A Moran coefficient-based mixed effects approach to investigate spatially varying relationships95 cited
2018Fast Geographically Weighted Regression (FastGWR): a scalable algorithm to investigate spatial process heterogeneity in millions of observations92 cited
2023Direct and spillover effects of new-type urbanization on CO2 emissions from central heating sector and EKC analyses: Evidence from 144 cities in China91 cited
2018The Importance of Scale in Spatially Varying Coefficient Modeling90 cited
2012Data-Driven Regionalization of Housing Markets89 cited
2012Geospatial examination of lithium in drinking water and suicide mortality87 cited
2020Principal component analysis for geographical data: the role of spatial effects in the definition of composite indicators85 cited
2012Regional Unemployment in the EU before and after the Global Crisis81 cited