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   *                       Package   GWmodel                             *
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   Program starts at: 2024-11-01 11:37:21 
   Call:
   ggwr.basic(formula = gwrformula, data = spdata, bw = bw, family = "poisson", 
    kernel = kernel, adaptive = adaptive, dMat = DM)

   Dependent (y) variable:  purchase
   Independent variables:  floorsz unemploy prof
   Number of data points: 316
   Used family: poisson
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   *              Results of Generalized linear Regression               *
   ***********************************************************************

Call:
NULL

Deviance Residuals: 
     Min        1Q    Median        3Q       Max  
-0.55127  -0.16593  -0.01938   0.14564   0.99386  

Coefficients:
           Estimate Std. Error z value Pr(>|z|)    
Intercept 9.993e+00  1.031e-03    9694   <2e-16 ***
floorsz   7.750e-03  3.133e-06    2473   <2e-16 ***
unemploy  4.054e+00  7.398e-03     548   <2e-16 ***
prof      2.298e+00  1.592e-03    1444   <2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 10099368  on 315  degrees of freedom
Residual deviance:  2984527  on 312  degrees of freedom
AIC: 2984535

Number of Fisher Scoring iterations: 4


 AICc:  2984535
 Pseudo R-square value:  0.7044838
   ***********************************************************************
   *          Results of Geographically Weighted Regression              *
   ***********************************************************************

   *********************Model calibration information*********************
   Kernel function: gaussian 
   Adaptive bandwidth: 83 (number of nearest neighbours)
   Regression points: the same locations as observations are used.
   Distance metric: A distance matrix is specified for this model calibration.

   ************Summary of Generalized GWR coefficient estimates:**********
                   Min.    1st Qu.     Median    3rd Qu.    Max.
   Intercept  9.8108372  9.9036516  9.9574073 10.0228046 10.0850
   floorsz    0.0070543  0.0073481  0.0075951  0.0079790  0.0089
   unemploy   2.5984918  3.8823315  4.6207062  5.5279255  6.5929
   prof       2.0240067  2.1839353  2.3357916  2.4293318  2.5933
   ************************Diagnostic information*************************
   Number of data points: 316 
   GW Deviance: 2505611 
   AIC : 2505628 
   AICc : 2505629 
   Pseudo R-square value:  0.7519042 

   ***********************************************************************
   Program stops at: 2024-11-01 11:37:34