局部Moran’s I的尺度依赖性
The Scale Dependence of the Local Moran’s I

作者: 冯金杰 , 张辉国 , 胡锡健 :新疆大学数学与系统科学学院,新疆 乌鲁木齐;

关键词: 局部Moran’s I空间距离权重矩阵标准化方法尺度依赖性Local Moran’s I Spatial Distance Weighted Matrix Standardized Methods Scale Dependence

摘要: 文章针对局部Moran’s I值的计算公式,通过选取不同的尺度d,采用三种不同的标准化处理方法构造出不同的空间距离权重矩阵,求得相应的局部Moran’s I值。最后基于尺度的变化,对局部Moran’s I值进行显著性检验,检验结果表明尺度变化对局部Moran’s I值的变化的影响是显著的,证明了局部Moran’s I的值对尺度具有依赖性。

Abstract: The paper focuses on the calculation formula of local Moran’s I, and uses three standardized processing methods to construct different spatial distance weighted matrix by choosing different scale d, thus the corresponding values of local Moran’s I are obtained. Lately, the significance testing of local Moran’s I is proceeded based on changeable scales, and the testing result is positive. So, the values local Moran’s I are dependent on scale.

文章引用: 冯金杰 , 张辉国 , 胡锡健 (2015) 局部Moran’s I的尺度依赖性。 统计学与应用, 4, 162-168. doi: 10.12677/SA.2015.43018

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