On the Four Types of Weight Functions for Spatial Contiguity Matrix

Details On the Four Types of Weight Functions for Spatial Contiguity Matrix On the Four Types of Weight Functions for Spatial Contiguity Matrix

2011-06-04

arxiv.org/abs/1106.0824v1

Physics

Data Analysis, Statistics and Probability

8 pages, 5 figures, 2 tables

Scientific paper

This is a "spatial autocorrelation analysis" of spatial autocorrelation. I use the 1-dimension spatial autocorrelation function (ACF) and partial autocorrelation function (PACF) to analyze four kinds of weight function in common use for the 2-dimensional spatial autocorrelation model. The aim of this study is at how to select a proper weight function to construct a spatial contiguity matrix for spatial analysis. The scopes of application of different weight functions are defined in terms of the characters of their ACFs and PACFs.

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