Geographically Weighted Regression is a local regression model. Coefficients can vary across space. Usage This tool performs Geographically Weighted Regression, a local form of regression used to model spatially
Performs Multiscale Geographically Weighted Regression (MGWR), which is a local form of linear regression that models spatially varying relationships. MGWR builds upon geographically weighted regression (GWR). It is a local regression model that allows the coefficients of the explanatory ...
Geographically and temporally weighted regression GTWR model simultaneously considers the non-stationarity of time and space, elevating it to a further extension of the conventional Geographically Weighted Regression (GWR). GTWR captures the evolving relationship between variables in spatial-temporal contexts,...
Geographically and Temporally Weighted Regression GWR: Geographically Weighted Regression ICT: Information and Communication Technology LE: Life expectancy at birth OLS: Ordinary Least Squares PREpm2.5: Population ratio exposed to PM2.5 PRUI: Population ratio using the internet MCS: Mobile cellu...
Geographically Weighted Regression is a local regression model. Coefficients can vary across space. Usage This tool performs Geographically Weighted Regression, a local form of regression used to model spatially varying relationships. The GWR tool provides a local model of the variable or process you...
Performs Multiscale Geographically Weighted Regression (MGWR), which is a local form of linear regression that models spatially varying relationships. MGWR builds upon geographically weighted regression (GWR). It is a local regression model that allows the coefficients of the explanator...
geosciences Article Geographically Weighted Regression of Determinants Affecting Women's Access to Land in Africa Rodney Godfrey Tsiko Department of Geoinformatics and Surveying, University of Zimbabwe, P. O Box MP167, Harare, Zimbabwe; tsikoruz@yahoo.com; Tel.: +44-754-9834-539 Academic Editors:...
Fu et al., also contend, via the geographical detector model and geographic weighted regression model, that urban resilience is a key factor in enhancing preparedness for public health challenges [21]. Various factors influence the degree of urban resilience. For instance, the resilience of urban ...
Application of Geographically Weighted Regression in the Analysis of the Cause of the Haze Pollution in China. Atmos. Pollut. Res. 2018. [Google Scholar] [CrossRef] Nakaya, T.; Fotheringham, A.S.; Brunsdon, C.; Charlton, M. Geographically Weighted Poisson Regression for Disease Association ...
(5) In MGWR2.2.1, spatial regression models between climate, topography, human activity factors and EQI are developed to analyze the spatial heterogeneity of their EQI influencing factors. Figure 2. Flow chart of data processing. 3.2. Ecological Quality Index of Terrestrial Vegetation The ...