A New Perspective about Moran's Coefficient: Spatial Autocorrelation as a Linear Regression Problem. Moran系数的新视角:空间自相关视为线性回归问题

作者: Stéphane Dray

DOI: 10.1111/J.1538-4632.2011.00811.X

关键词:

摘要: 空间自相关的Moran’s 指数的计算需要对空间权重矩阵进行定义.对该双中心化矩阵(即所有行和列的和均强制为0)的特征分解在探索诸如Moran系数(MC)的分布特性,线性模型的空间滤波,广义…

参考文章(30)
Daniel A. Griffith, Spatial Autocorrelation and Spatial Filtering Advances in Spatial Science. ,(2003) , 10.1007/978-3-540-24806-4
Michael Tiefelsdorf, Daniel A Griffith, Semiparametric Filtering of Spatial Autocorrelation: The Eigenvector Approach Environment and Planning A. ,vol. 39, pp. 1193- 1221 ,(2007) , 10.1068/A37378
P. Jong, C. Sprenger, F. Veen, On Extreme Values of Moran's I and Geary's c Geographical Analysis. ,vol. 16, pp. 17- 24 ,(2010) , 10.1111/J.1538-4632.1984.TB00797.X
Daniel A. Griffith, Hidden negative spatial autocorrelation Journal of Geographical Systems. ,vol. 8, pp. 335- 355 ,(2006) , 10.1007/S10109-006-0034-9
François Bavaud, Models for Spatial Weights: A Systematic Look Geographical Analysis. ,vol. 30, pp. 153- 171 ,(2010) , 10.1111/J.1538-4632.1998.TB00394.X
Daniel A Griffith, A spatial filtering specification for the auto-Poisson model Statistics & Probability Letters. ,vol. 58, pp. 245- 251 ,(2002) , 10.1016/S0167-7152(02)00099-8
Benjamin G Jacob, Daniel A Griffith, Robert J Novak, Decomposing Malaria Mosquito Aquatic Habitat Data into Spatial Autocorrelation Eigenvectors in a SAS/GIS ® Module Transactions in Gis. ,vol. 12, pp. 341- 364 ,(2008) , 10.1111/J.1467-9671.2008.01104.X
Daniel A. Griffith, Eigenfunction properties and approximations of selected incidence matrices employed in spatial analyses Linear Algebra and its Applications. ,vol. 321, pp. 95- 112 ,(2000) , 10.1016/S0024-3795(00)00031-8
M Tiefelsdorf, D A Griffith, B Boots, A Variance-Stabilizing Coding Scheme for Spatial Link Matrices: Environment and Planning A. ,vol. 31, pp. 165- 180 ,(1999) , 10.1068/A310165