Spatial Regression Modelsdoi:10.1007/978-0-387-35973-1_476Shashi ShekharUniversity of MinnesotaHui XiongRutgers Business School Newark and New Brunswick Rutgers, the State University of New JerseySpringer USNakaya, T. (2008). Geographically weighted regression (GWR). In K. K. Kemp (Ed.), ...
The results of geographic weighted regression analysis showed that educational level, walking practice rate, hypertension prevalence, and a low-sodium diet preference were found to be risk factors for the prevalence of dementia. These results suggest that there is a need for a dementia prevalence ...
XU ShenghuaZhang FuhaoYang YiActa Geodaetica et Cartographica SinicaZHAO Yangyang,LIU Jiping,XU Shenghua,et al.A Geographic Weighted Regression Method Based on Semi-Supervised Learning[J].Acta Geodaetica et Cartographica Sinica,2017,46(1):123-129....
Geographic weighted regression (GWR) is used to test the dependency between WQI as dependent variable and SINTACS, PSI, Urban localities, Agriculture, Pastures and Rivers as predictors. The results indicate the non-stationary behavior of the dependent variable with respect to the predictors. While ...
urban ecological carrying capacity (UECC); multiscale geographically weighted regression (MGWR); sustainable development; cities of China1. Introduction Since 2019, China has deployed several ecosystem restoration actions, such as the high-quality development of the Yellow River Basin, and the “ten-...
除了分析空间模式之外,GIS 分析还可用于挖掘或量化要素间关系。“空间关系建模”可利用回归分析建立空间关系模型。从而使您可以对未知值进行预测或更好地理解可对要建模的变量产生影响的关键因素。 可以解决以下类型的问题:为什么某一现象会持续的发生,是什么因素导致了这种情况?对某种现象建模以预测其他地点或者其他时间...
Because we analyze geographically local population structure, we applied the intercept and slope calculated for Europeans as b ¼ 38.7 and a ¼ 2,523 for non-European populations for which sampling density was lower and thus local regression is less reliable. This regression equation should be ...
Therefore, this study aimed to investigate Geographic weighted regression analysis of hotspots of modern contraceptive utilization and its associated factors in Ethiopia, using Ethiopian Demographic and Health Survey 2016 data. Methods: Based on the 2016 Ethiopian Demographic Health ...
After improving the coefficients and functional form of this algorithm, chlorophyll a (Chl- a ) was included as an additional explanatory variable, which worked as a proxy for addressing the pronounced effects of biological forcing on coastal waters. Finally, a geographically weighted regression ...
Accordingly, this research deals with monitoring surface soil salinity by the potential of Sentinel-2 multispectral imagery using the geographic weighted regression (GWR) technique. The field study was conducted in an area that has suffered from salinization, and the salinity of several soil samples ...