基于时空窗口改进的时空加权回归分析——以湖北省黄石市住房价格为例

王新刚, 孔云峰

An Improved Spatiotemporally Weighted Regression Analysis Based on Spatiotemporal Windows: A Case Study of Housing Price of Huangshi City, Hubei Province

Xin-gang WANG, Yun-feng KONG

表3 GWR、GTWR和IGTWR的模型诊断及回归系数估计

Table 3 The statistical diagnosis and regression parameters estimation of GWR, GTWR and IGTWR models

模型 R2 AICc F RSS CL GR FL PR ND YI GWR 82.4% 6 262 2.925 71 638 362 210.802 14.613 23.204 294.105 -172.682 137.728 GTWR 87.7% 6 226 3.046 49 996 201 276.854 11.832 32.096 175.272 -303.758 - IGTWR 91.9% 6 206 4.104 32 327 472 145.245 10.315 21.035 168.225 -104.683 275.475