Traditional regression models often assume that relationships between variables are constant across space. However, this assumption may not hold true in Epidemiology, where factors such as socioeconomic status, environmental exposures, and healthcare access can vary significantly by location. GWR addresses this issue by allowing the coefficients of the regression model to vary geographically, providing a more nuanced understanding of spatial relationships.
