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   *                       Package   GWmodel                             *
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   Program starts at: 2024-11-12 08:13:53 
   Call:
   
   Variables concerned:  x1 x2 x3 x4
   The number of retained components:  3
   Number of data points: 1000
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   *                Results of Principal Components Analysis               *
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Importance of components:
                          Comp.1    Comp.2    Comp.3    Comp.4
Standard deviation     1.0372403 1.0130681 0.9905818 0.9573783
Proportion of Variance 0.2689668 0.2565768 0.2453131 0.2291433
Cumulative Proportion  0.2689668 0.5255436 0.7708567 1.0000000

Loadings:
   Comp.1 Comp.2 Comp.3 Comp.4
x1  0.619  0.269  0.471  0.568
x2  0.501 -0.574  0.336 -0.554
x3 -0.401 -0.691  0.287  0.528
x4 -0.452  0.347  0.763 -0.305

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   *   Results of Geographically Weighted Principal Components Analysis  *
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   *********************Model calibration information*********************
   Kernel function for geographically weighting: gaussian 
   Adaptive bandwidth for geographically and temporally  weighting: 20 (number of nearest neighbours)
   Distance metric for geographically weighting: A distance matrix is specified for this model calibration.

   ****************     Summary of GWPCA information:    *****************
   Local variance: 
             Min. 1st Qu.  Median 3rd Qu.   Max.
   Comp.1 0.85955 1.25066 1.45511 1.69153 7.2082
   Comp.2 0.65505 1.01120 1.17235 1.34837 6.5656
   Comp.3 0.51787 0.81376 0.96053 1.10534 6.4613
   Local Proportion of Variance: 
                Min. 1st Qu. Median 3rd Qu.   Max.
   Comp.1     27.276  31.355 33.245  35.599 48.712
   Comp.2     22.702  25.854 26.858  27.942 31.434
   Comp.3     14.923  20.980 22.213  23.401 26.732
   Cumulative 76.569  81.119 82.664  84.488 90.688

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   Program stops at: 2024-11-12 08:19:10