Selection of the Bandwidth Matrix in Spatial Varying Coefficient Models to Detect Anisotropic Regression Relationships

Selection of the Bandwidth Matrix in Spatial Varying Coefficient Models to Detect Anisotropic Regression Relationships

The commonly used Geographically Weighted Regression (GWR) fitting method for a spatial varying coefficient model is to select a bandwidth h for the geographic location (<i>u</i>, <i>v</i>), and assign the same weight to the two dimensions. However, spatial data usually prese...

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Bibliographic Details
Main Authors: Xijian Hu, Yaori Lu, Huiguo Zhang, Haijun Jiang, Qingdong Shi
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Mathematics
Subjects:
spatial varying coefficient model
bandwidth matrix
plug-in insertion method
local linear GWR estimation
Online Access:https://www.mdpi.com/2227-7390/9/18/2343

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https://www.mdpi.com/2227-7390/9/18/2343

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