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Table 1 The scenario settings of simulation study

From: A modification to geographically weighted regression

 

Mean shift intervention

No cluster

Cluster

Surfaces type

  

I. Single-type surface

1. Linear, 2. quadratic, 3. ridge, 4. hillside

1. Linear, 2. hillside

II. Mixed-type surface

1. (Linear, quadratic) 2. (ridge, hillside)

Fitting method

  

Two-stage fitting procedure

1. Linear, 2. hillside

  1. There are totally 6, 4, and 2 scenarios in the Single-type surface, Mixed-type surface, and Two-Stage Fitting procedure, respectively. The bracket in the Mixed-type surface scenario indicates the surfaces of intercept and variable x 1 separately