Pod Status: Succeeded
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PodScheduled: True
Welcome to GWmodel version 2.4-2.
Linking to GEOS 3.10.2, GDAL 3.4.3, PROJ 8.2.0; sf_use_s2() is TRUE
------ Calculate the initial bandwidths for each independent variable ------
Now select an optimum bandwidth for the model:  Avg_HP_~1 
[1] "bws0[i]<-bw.gwr(Avg_HP_~1,data=regression.points,kernel=kernel,approach=approach,adaptive=adaptive,dMat=dMats[[var.dMat.indx[i]]], parallel.method=parallel.method,parallel.arg=parallel.arg)"
Adaptive bandwidth (number of nearest neighbours): 608 AICc value: 18299.55 
Adaptive bandwidth (number of nearest neighbours): 384 AICc value: 18260.68 
Adaptive bandwidth (number of nearest neighbours): 243 AICc value: 18209.78 
Adaptive bandwidth (number of nearest neighbours): 159 AICc value: 18139.43 
Adaptive bandwidth (number of nearest neighbours): 103 AICc value: 18016.53 
Adaptive bandwidth (number of nearest neighbours): 73 AICc value: 17891.42 
Adaptive bandwidth (number of nearest neighbours): 49 AICc value: 17718.69 
Adaptive bandwidth (number of nearest neighbours): 40 AICc value: 17574.95 
Adaptive bandwidth (number of nearest neighbours): 28 AICc value: 17263.57 
Adaptive bandwidth (number of nearest neighbours): 27 AICc value: 17236.96 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 17056.31 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17112.86 
Adaptive bandwidth (number of nearest neighbours): 25 AICc value: 17186.07 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17138.03 
Adaptive bandwidth (number of nearest neighbours): 24 AICc value: 17162.1 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17138.03 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17138.03 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17112.86 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17112.86 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 17083.57 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 17083.57 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 17056.31 
Now select an optimum bandwidth for the model:  Avg_HP_~nrst_ds 
[1] "bws0[i]<-bw.gwr(Avg_HP_~nrst_ds,data=regression.points,kernel=kernel,approach=approach,adaptive=adaptive,dMat=dMats[[var.dMat.indx[i]]], parallel.method=parallel.method,parallel.arg=parallel.arg)"
Adaptive bandwidth (number of nearest neighbours): 608 AICc value: 17810.04 
Adaptive bandwidth (number of nearest neighbours): 384 AICc value: 17750.68 
Adaptive bandwidth (number of nearest neighbours): 243 AICc value: 17692.35 
Adaptive bandwidth (number of nearest neighbours): 159 AICc value: 17626.43 
Adaptive bandwidth (number of nearest neighbours): 103 AICc value: 17515.19 
Adaptive bandwidth (number of nearest neighbours): 73 AICc value: 17363.8 
Adaptive bandwidth (number of nearest neighbours): 49 AICc value: 17189.96 
Adaptive bandwidth (number of nearest neighbours): 40 AICc value: 17108.97 
Adaptive bandwidth (number of nearest neighbours): 28 AICc value: 16958.06 
Adaptive bandwidth (number of nearest neighbours): 27 AICc value: 16941.56 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 16812.46 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 16854.6 
Adaptive bandwidth (number of nearest neighbours): 25 AICc value: 16908.88 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 16872.68 
Adaptive bandwidth (number of nearest neighbours): 24 AICc value: 16888.9 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 16872.68 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 16872.68 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 16854.6 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 16854.6 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 16832.33 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 16832.33 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 16812.46 
Now select an optimum bandwidth for the model:  Avg_HP_~Avg_Gr_ 
[1] "bws0[i]<-bw.gwr(Avg_HP_~Avg_Gr_,data=regression.points,kernel=kernel,approach=approach,adaptive=adaptive,dMat=dMats[[var.dMat.indx[i]]], parallel.method=parallel.method,parallel.arg=parallel.arg)"
Adaptive bandwidth (number of nearest neighbours): 608 AICc value: 18288.38 
Adaptive bandwidth (number of nearest neighbours): 384 AICc value: 18250.24 
Adaptive bandwidth (number of nearest neighbours): 243 AICc value: 18201.17 
Adaptive bandwidth (number of nearest neighbours): 159 AICc value: 18132.91 
Adaptive bandwidth (number of nearest neighbours): 103 AICc value: 18008.87 
Adaptive bandwidth (number of nearest neighbours): 73 AICc value: 17884.83 
Adaptive bandwidth (number of nearest neighbours): 49 AICc value: 17714.94 
Adaptive bandwidth (number of nearest neighbours): 40 AICc value: 17572.88 
Adaptive bandwidth (number of nearest neighbours): 28 AICc value: 17268.76 
Adaptive bandwidth (number of nearest neighbours): 27 AICc value: 17242.3 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 17076.92 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17129.74 
Adaptive bandwidth (number of nearest neighbours): 25 AICc value: 17195.41 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17151.63 
Adaptive bandwidth (number of nearest neighbours): 24 AICc value: 17173.62 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17151.63 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17151.63 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17129.74 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17129.74 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 17102.67 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 17102.67 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 17076.92 
Now select an optimum bandwidth for the model:  Avg_HP_~Av_GDP_ 
[1] "bws0[i]<-bw.gwr(Avg_HP_~Av_GDP_,data=regression.points,kernel=kernel,approach=approach,adaptive=adaptive,dMat=dMats[[var.dMat.indx[i]]], parallel.method=parallel.method,parallel.arg=parallel.arg)"
Adaptive bandwidth (number of nearest neighbours): 608 AICc value: 18259.82 
Adaptive bandwidth (number of nearest neighbours): 384 AICc value: 18214.62 
Adaptive bandwidth (number of nearest neighbours): 243 AICc value: 18153.52 
Adaptive bandwidth (number of nearest neighbours): 159 AICc value: 18074.02 
Adaptive bandwidth (number of nearest neighbours): 103 AICc value: 17949.8 
Adaptive bandwidth (number of nearest neighbours): 73 AICc value: 17837.02 
Adaptive bandwidth (number of nearest neighbours): 49 AICc value: 17680.15 
Adaptive bandwidth (number of nearest neighbours): 40 AICc value: 17550.1 
Adaptive bandwidth (number of nearest neighbours): 28 AICc value: 17262.7 
Adaptive bandwidth (number of nearest neighbours): 27 AICc value: 17236.42 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 17066.01 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17120.28 
Adaptive bandwidth (number of nearest neighbours): 25 AICc value: 17188.14 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17143.37 
Adaptive bandwidth (number of nearest neighbours): 24 AICc value: 17165.78 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17143.37 
Adaptive bandwidth (number of nearest neighbours): 23 AICc value: 17143.37 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17120.28 
Adaptive bandwidth (number of nearest neighbours): 22 AICc value: 17120.28 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 17092.01 
Adaptive bandwidth (number of nearest neighbours): 21 AICc value: 17092.01 
Adaptive bandwidth (number of nearest neighbours): 20 AICc value: 17066.01 
------            The end for the initial selections              ------
Calculate the initial beta0 from the above bandwidths.
End of calculating the inital beta0.
Find the optimum bandwidths for each independent variable.
	Iteration 1
Now select an optimum bandwidth for the variable: Intercept
The newly selected bandwidth for variable: Intercept is 8
The bandwidth used in the last iteration is: 20 and the difference in bandwidths is: 12
The bandwidth for variable Intercept will be continually selected in the next iteration.
Now select an optimum bandwidth for the variable: nrst_ds
The newly selected bandwidth for variable: nrst_ds is 8
The bandwidth used in the last iteration is: 20 and the difference in bandwidths is: 12
The bandwidth for variable nrst_ds will be continually selected in the next iteration.
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 545
The bandwidth used in the last iteration is: 20 and the difference in bandwidths is: 525
The bandwidth for variable Avg_Gr_ will be continually selected in the next iteration.
Now select an optimum bandwidth for the variable: Av_GDP_
The newly selected bandwidth for variable: Av_GDP_ is 8
The bandwidth used in the last iteration is: 20 and the difference in bandwidths is: 12
The bandwidth for variable Av_GDP_ will be continually selected in the next iteration.
Iteration 1 change of RSS (dCVR) is 0.227236.
	Iteration 2
Now select an optimum bandwidth for the variable: Intercept
The newly selected bandwidth for variable: Intercept is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable Intercept seems to be converged for 1 times. It will be continually optimized in the next 4 times
Now select an optimum bandwidth for the variable: nrst_ds
The newly selected bandwidth for variable: nrst_ds is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable nrst_ds seems to be converged for 1 times. It will be continually optimized in the next 4 times
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 81
The bandwidth used in the last iteration is: 545 and the difference in bandwidths is: 464
The bandwidth for variable Avg_Gr_ will be continually selected in the next iteration.
Now select an optimum bandwidth for the variable: Av_GDP_
The newly selected bandwidth for variable: Av_GDP_ is 10
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 2
The bandwidth for variable Av_GDP_ will be continually selected in the next iteration.
Iteration 2 change of RSS (dCVR) is 0.130641.
	Iteration 3
Now select an optimum bandwidth for the variable: Intercept
The newly selected bandwidth for variable: Intercept is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable Intercept seems to be converged for 2 times. It will be continually optimized in the next 3 times
Now select an optimum bandwidth for the variable: nrst_ds
The newly selected bandwidth for variable: nrst_ds is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable nrst_ds seems to be converged for 2 times. It will be continually optimized in the next 3 times
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 69
The bandwidth used in the last iteration is: 81 and the difference in bandwidths is: 12
The bandwidth for variable Avg_Gr_ will be continually selected in the next iteration.
Now select an optimum bandwidth for the variable: Av_GDP_
The newly selected bandwidth for variable: Av_GDP_ is 10
The bandwidth used in the last iteration is: 10 and the difference in bandwidths is: 0
The bandwidth for variable Av_GDP_ seems to be converged for 1 times. It will be continually optimized in the next 4 times
Iteration 3 change of RSS (dCVR) is 0.0698372.
	Iteration 4
Now select an optimum bandwidth for the variable: Intercept
The newly selected bandwidth for variable: Intercept is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable Intercept seems to be converged for 3 times. It will be continually optimized in the next 2 times
Now select an optimum bandwidth for the variable: nrst_ds
The newly selected bandwidth for variable: nrst_ds is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable nrst_ds seems to be converged for 3 times. It will be continually optimized in the next 2 times
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 69
The bandwidth used in the last iteration is: 69 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged for 1 times. It will be continually optimized in the next 4 times
Now select an optimum bandwidth for the variable: Av_GDP_
The newly selected bandwidth for variable: Av_GDP_ is 10
The bandwidth used in the last iteration is: 10 and the difference in bandwidths is: 0
The bandwidth for variable Av_GDP_ seems to be converged for 2 times. It will be continually optimized in the next 3 times
Iteration 4 change of RSS (dCVR) is 0.0830211.
	Iteration 5
Now select an optimum bandwidth for the variable: Intercept
The newly selected bandwidth for variable: Intercept is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable Intercept seems to be converged for 4 times. It will be continually optimized in the next 1 times
Now select an optimum bandwidth for the variable: nrst_ds
The newly selected bandwidth for variable: nrst_ds is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable nrst_ds seems to be converged for 4 times. It will be continually optimized in the next 1 times
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 69
The bandwidth used in the last iteration is: 69 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged for 2 times. It will be continually optimized in the next 3 times
Now select an optimum bandwidth for the variable: Av_GDP_
The newly selected bandwidth for variable: Av_GDP_ is 10
The bandwidth used in the last iteration is: 10 and the difference in bandwidths is: 0
The bandwidth for variable Av_GDP_ seems to be converged for 3 times. It will be continually optimized in the next 2 times
Iteration 5 change of RSS (dCVR) is 0.0585722.
	Iteration 6
Now select an optimum bandwidth for the variable: Intercept
The newly selected bandwidth for variable: Intercept is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable Intercept seems to be converged and will be kept the same in the following iterations.
Now select an optimum bandwidth for the variable: nrst_ds
The newly selected bandwidth for variable: nrst_ds is 8
The bandwidth used in the last iteration is: 8 and the difference in bandwidths is: 0
The bandwidth for variable nrst_ds seems to be converged and will be kept the same in the following iterations.
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 69
The bandwidth used in the last iteration is: 69 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged for 3 times. It will be continually optimized in the next 2 times
Now select an optimum bandwidth for the variable: Av_GDP_
The newly selected bandwidth for variable: Av_GDP_ is 10
The bandwidth used in the last iteration is: 10 and the difference in bandwidths is: 0
The bandwidth for variable Av_GDP_ seems to be converged for 4 times. It will be continually optimized in the next 1 times
Iteration 6 change of RSS (dCVR) is 0.0420334.
	Iteration 7
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 63
The bandwidth used in the last iteration is: 69 and the difference in bandwidths is: 6
The bandwidth for variable Avg_Gr_ will be continually selected in the next iteration.
Now select an optimum bandwidth for the variable: Av_GDP_
The newly selected bandwidth for variable: Av_GDP_ is 10
The bandwidth used in the last iteration is: 10 and the difference in bandwidths is: 0
The bandwidth for variable Av_GDP_ seems to be converged and will be kept the same in the following iterations.
Iteration 7 change of RSS (dCVR) is 0.0129626.
	Iteration 8
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 63
The bandwidth used in the last iteration is: 63 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged for 1 times. It will be continually optimized in the next 4 times
Iteration 8 change of RSS (dCVR) is 0.0288156.
	Iteration 9
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 63
The bandwidth used in the last iteration is: 63 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged for 2 times. It will be continually optimized in the next 3 times
Iteration 9 change of RSS (dCVR) is 0.0157794.
	Iteration 10
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 63
The bandwidth used in the last iteration is: 63 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged for 3 times. It will be continually optimized in the next 2 times
Iteration 10 change of RSS (dCVR) is 0.00166599.
	Iteration 11
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 63
The bandwidth used in the last iteration is: 63 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged for 4 times. It will be continually optimized in the next 1 times
Iteration 11 change of RSS (dCVR) is 0.0108984.
	Iteration 12
Now select an optimum bandwidth for the variable: Avg_Gr_
The newly selected bandwidth for variable: Avg_Gr_ is 63
The bandwidth used in the last iteration is: 63 and the difference in bandwidths is: 0
The bandwidth for variable Avg_Gr_ seems to be converged and will be kept the same in the following iterations.
Iteration 12 change of RSS (dCVR) is 0.0134445.
	Iteration 13
Iteration 13 change of RSS (dCVR) is 0.0145317.
	Iteration 14
Iteration 14 change of RSS (dCVR) is 0.0149677.
	Iteration 15
Iteration 15 change of RSS (dCVR) is 0.0150649.
	Iteration 16
Iteration 16 change of RSS (dCVR) is 0.0149756.
	Iteration 17
Iteration 17 change of RSS (dCVR) is 0.0147825.
	Iteration 18
Iteration 18 change of RSS (dCVR) is 0.0145329.
	Iteration 19
Iteration 19 change of RSS (dCVR) is 0.0142544.
	Iteration 20
Iteration 20 change of RSS (dCVR) is 0.013963.
	Iteration 21
Iteration 21 change of RSS (dCVR) is 0.0136678.
	Iteration 22
Iteration 22 change of RSS (dCVR) is 0.0133738.
	Iteration 23
Iteration 23 change of RSS (dCVR) is 0.0130836.
	Iteration 24
Iteration 24 change of RSS (dCVR) is 0.0127986.
	Iteration 25
Iteration 25 change of RSS (dCVR) is 0.012519.
	Iteration 26
Iteration 26 change of RSS (dCVR) is 0.0122449.
	Iteration 27
Iteration 27 change of RSS (dCVR) is 0.0119762.
	Iteration 28
Iteration 28 change of RSS (dCVR) is 0.0117125.
	Iteration 29
Iteration 29 change of RSS (dCVR) is 0.0114537.
	Iteration 30
Iteration 30 change of RSS (dCVR) is 0.0111995.
	Iteration 31
Iteration 31 change of RSS (dCVR) is 0.0109496.
	Iteration 32
Iteration 32 change of RSS (dCVR) is 0.0107041.
	Iteration 33
Iteration 33 change of RSS (dCVR) is 0.0104627.
	Iteration 34
Iteration 34 change of RSS (dCVR) is 0.0102254.
	Iteration 35
Iteration 35 change of RSS (dCVR) is 0.00999205.
	Iteration 36
Iteration 36 change of RSS (dCVR) is 0.00976268.
	Iteration 37
Iteration 37 change of RSS (dCVR) is 0.00953724.
	Iteration 38
Iteration 38 change of RSS (dCVR) is 0.0093157.
	Iteration 39
Iteration 39 change of RSS (dCVR) is 0.00909803.
	Iteration 40
Iteration 40 change of RSS (dCVR) is 0.00888422.
	Iteration 41
Iteration 41 change of RSS (dCVR) is 0.00867424.
	Iteration 42
Iteration 42 change of RSS (dCVR) is 0.00846807.
	Iteration 43
Iteration 43 change of RSS (dCVR) is 0.00826568.
	Iteration 44
Iteration 44 change of RSS (dCVR) is 0.00806705.
	Iteration 45
Iteration 45 change of RSS (dCVR) is 0.00787216.
	Iteration 46
Iteration 46 change of RSS (dCVR) is 0.00768095.
	Iteration 47
Iteration 47 change of RSS (dCVR) is 0.00749341.
	Iteration 48
Iteration 48 change of RSS (dCVR) is 0.00730949.
	Iteration 49
Iteration 49 change of RSS (dCVR) is 0.00712914.
	Iteration 50
Iteration 50 change of RSS (dCVR) is 0.00695234.
	Iteration 51
Iteration 51 change of RSS (dCVR) is 0.00677903.
	Iteration 52
Iteration 52 change of RSS (dCVR) is 0.00660916.
	Iteration 53
Iteration 53 change of RSS (dCVR) is 0.00644269.
	Iteration 54
Iteration 54 change of RSS (dCVR) is 0.00627957.
	Iteration 55
Iteration 55 change of RSS (dCVR) is 0.00611974.
	Iteration 56
Iteration 56 change of RSS (dCVR) is 0.00596316.
	Iteration 57
Iteration 57 change of RSS (dCVR) is 0.00580977.
	Iteration 58
Iteration 58 change of RSS (dCVR) is 0.00565952.
	Iteration 59
Iteration 59 change of RSS (dCVR) is 0.00551235.
	Iteration 60
Iteration 60 change of RSS (dCVR) is 0.00536821.
	Iteration 61
Iteration 61 change of RSS (dCVR) is 0.00522705.
	Iteration 62
Iteration 62 change of RSS (dCVR) is 0.00508881.
	Iteration 63
Iteration 63 change of RSS (dCVR) is 0.00495343.
	Iteration 64
Iteration 64 change of RSS (dCVR) is 0.00482086.
	Iteration 65
Iteration 65 change of RSS (dCVR) is 0.00469105.
	Iteration 66
Iteration 66 change of RSS (dCVR) is 0.00456393.
	Iteration 67
Iteration 67 change of RSS (dCVR) is 0.00443946.
	Iteration 68
Iteration 68 change of RSS (dCVR) is 0.00431758.
	Iteration 69
Iteration 69 change of RSS (dCVR) is 0.00419824.
	Iteration 70
Iteration 70 change of RSS (dCVR) is 0.00408138.
	Iteration 71
Iteration 71 change of RSS (dCVR) is 0.00396694.
	Iteration 72
Iteration 72 change of RSS (dCVR) is 0.00385488.
	Iteration 73
Iteration 73 change of RSS (dCVR) is 0.00374515.
	Iteration 74
Iteration 74 change of RSS (dCVR) is 0.00363768.
	Iteration 75
Iteration 75 change of RSS (dCVR) is 0.00353242.
	Iteration 76
Iteration 76 change of RSS (dCVR) is 0.00342934.
	Iteration 77
Iteration 77 change of RSS (dCVR) is 0.00332836.
	Iteration 78
Iteration 78 change of RSS (dCVR) is 0.00322945.
	Iteration 79
Iteration 79 change of RSS (dCVR) is 0.00313254.
	Iteration 80
Iteration 80 change of RSS (dCVR) is 0.0030376.
	Iteration 81
Iteration 81 change of RSS (dCVR) is 0.00294456.
	Iteration 82
Iteration 82 change of RSS (dCVR) is 0.00285339.
	Iteration 83
Iteration 83 change of RSS (dCVR) is 0.00276402.
	Iteration 84
Iteration 84 change of RSS (dCVR) is 0.00267642.
	Iteration 85
Iteration 85 change of RSS (dCVR) is 0.00259052.
	Iteration 86
Iteration 86 change of RSS (dCVR) is 0.00250628.
	Iteration 87
Iteration 87 change of RSS (dCVR) is 0.00242365.
	Iteration 88
Iteration 88 change of RSS (dCVR) is 0.00234258.
	Iteration 89
Iteration 89 change of RSS (dCVR) is 0.00226302.
	Iteration 90
Iteration 90 change of RSS (dCVR) is 0.00218492.
	Iteration 91
Iteration 91 change of RSS (dCVR) is 0.00210823.
	Iteration 92
Iteration 92 change of RSS (dCVR) is 0.00203288.
	Iteration 93
Iteration 93 change of RSS (dCVR) is 0.00195884.
	Iteration 94
Iteration 94 change of RSS (dCVR) is 0.00188605.
	Iteration 95
Iteration 95 change of RSS (dCVR) is 0.00181444.
	Iteration 96
Iteration 96 change of RSS (dCVR) is 0.00174396.
	Iteration 97
Iteration 97 change of RSS (dCVR) is 0.00167455.
	Iteration 98
Iteration 98 change of RSS (dCVR) is 0.00160614.
	Iteration 99
Iteration 99 change of RSS (dCVR) is 0.00153867.
	Iteration 100
Iteration 100 change of RSS (dCVR) is 0.00147207.
	Iteration 101
Iteration 101 change of RSS (dCVR) is 0.00140625.
	Iteration 102
Iteration 102 change of RSS (dCVR) is 0.00134112.
	Iteration 103
Iteration 103 change of RSS (dCVR) is 0.0012766.
	Iteration 104
Iteration 104 change of RSS (dCVR) is 0.00121258.
	Iteration 105
Iteration 105 change of RSS (dCVR) is 0.00114893.
	Iteration 106
Iteration 106 change of RSS (dCVR) is 0.00108552.
	Iteration 107
Iteration 107 change of RSS (dCVR) is 0.00102219.
	Iteration 108
Iteration 108 change of RSS (dCVR) is 0.000958721.
	Iteration 109
Iteration 109 change of RSS (dCVR) is 0.000894887.
	Iteration 110
Iteration 110 change of RSS (dCVR) is 0.000830376.
	Iteration 111
Iteration 111 change of RSS (dCVR) is 0.000764786.
	Iteration 112
Iteration 112 change of RSS (dCVR) is 0.000697573.
	Iteration 113
Iteration 113 change of RSS (dCVR) is 0.000627961.
	Iteration 114
Iteration 114 change of RSS (dCVR) is 0.000554773.
	Iteration 115
Iteration 115 change of RSS (dCVR) is 0.000476059.
	Iteration 116
Iteration 116 change of RSS (dCVR) is 0.000388119.
	Iteration 117
Iteration 117 change of RSS (dCVR) is 0.000281994.
	Iteration 118
Iteration 118 change of RSS (dCVR) is 0.000114165.
	Iteration 119
Iteration 119 change of RSS (dCVR) is 0.000221502.
	Iteration 120
Iteration 120 change of RSS (dCVR) is 0.000327105.
	Iteration 121
Iteration 121 change of RSS (dCVR) is 0.000401232.
	Iteration 122
Iteration 122 change of RSS (dCVR) is 0.000459607.
	Iteration 123
Iteration 123 change of RSS (dCVR) is 0.000507886.
	Iteration 124
Iteration 124 change of RSS (dCVR) is 0.000548912.
	Iteration 125
Iteration 125 change of RSS (dCVR) is 0.000584366.
	Iteration 126
Iteration 126 change of RSS (dCVR) is 0.000615352.
	Iteration 127
Iteration 127 change of RSS (dCVR) is 0.000642641.
	Iteration 128
Iteration 128 change of RSS (dCVR) is 0.000666802.
	Iteration 129
Iteration 129 change of RSS (dCVR) is 0.000688273.
	Iteration 130
Iteration 130 change of RSS (dCVR) is 0.000707395.
	Iteration 131
Iteration 131 change of RSS (dCVR) is 0.000724447.
	Iteration 132
Iteration 132 change of RSS (dCVR) is 0.000739656.
	Iteration 133
Iteration 133 change of RSS (dCVR) is 0.000753215.
	Iteration 134
Iteration 134 change of RSS (dCVR) is 0.000765284.
	Iteration 135
Iteration 135 change of RSS (dCVR) is 0.000776004.
	Iteration 136
Iteration 136 change of RSS (dCVR) is 0.000785495.
	Iteration 137
Iteration 137 change of RSS (dCVR) is 0.000793862.
	Iteration 138
Iteration 138 change of RSS (dCVR) is 0.000801199.
	Iteration 139
Iteration 139 change of RSS (dCVR) is 0.00080759.
	Iteration 140
Iteration 140 change of RSS (dCVR) is 0.000813106.
	Iteration 141
Iteration 141 change of RSS (dCVR) is 0.000817816.
	Iteration 142
Iteration 142 change of RSS (dCVR) is 0.000821779.
	Iteration 143
Iteration 143 change of RSS (dCVR) is 0.000825049.
	Iteration 144
Iteration 144 change of RSS (dCVR) is 0.000827675.
	Iteration 145
Iteration 145 change of RSS (dCVR) is 0.000829704.
	Iteration 146
Iteration 146 change of RSS (dCVR) is 0.000831176.
	Iteration 147
Iteration 147 change of RSS (dCVR) is 0.000832129.
	Iteration 148
Iteration 148 change of RSS (dCVR) is 0.000832598.
	Iteration 149
Iteration 149 change of RSS (dCVR) is 0.000832616.
	Iteration 150
Iteration 150 change of RSS (dCVR) is 0.000832212.
	Iteration 151
Iteration 151 change of RSS (dCVR) is 0.000831415.
	Iteration 152
Iteration 152 change of RSS (dCVR) is 0.00083025.
	Iteration 153
Iteration 153 change of RSS (dCVR) is 0.00082874.
	Iteration 154
Iteration 154 change of RSS (dCVR) is 0.00082691.
	Iteration 155
Iteration 155 change of RSS (dCVR) is 0.000824778.
	Iteration 156
Iteration 156 change of RSS (dCVR) is 0.000822365.
	Iteration 157
Iteration 157 change of RSS (dCVR) is 0.00081969.
	Iteration 158
Iteration 158 change of RSS (dCVR) is 0.000816769.
	Iteration 159
Iteration 159 change of RSS (dCVR) is 0.000813618.
	Iteration 160
Iteration 160 change of RSS (dCVR) is 0.000810252.
	Iteration 161
Iteration 161 change of RSS (dCVR) is 0.000806687.
	Iteration 162
Iteration 162 change of RSS (dCVR) is 0.000802934.
	Iteration 163
Iteration 163 change of RSS (dCVR) is 0.000799007.
	Iteration 164
Iteration 164 change of RSS (dCVR) is 0.000794917.
	Iteration 165
Iteration 165 change of RSS (dCVR) is 0.000790676.
	Iteration 166
Iteration 166 change of RSS (dCVR) is 0.000786294.
	Iteration 167
Iteration 167 change of RSS (dCVR) is 0.000781781.
	Iteration 168
Iteration 168 change of RSS (dCVR) is 0.000777147.
	Iteration 169
Iteration 169 change of RSS (dCVR) is 0.0007724.
	Iteration 170
Iteration 170 change of RSS (dCVR) is 0.00076755.
	Iteration 171
Iteration 171 change of RSS (dCVR) is 0.000762602.
	Iteration 172
Iteration 172 change of RSS (dCVR) is 0.000757566.
	Iteration 173
Iteration 173 change of RSS (dCVR) is 0.000752449.
	Iteration 174
Iteration 174 change of RSS (dCVR) is 0.000747257.
	Iteration 175
Iteration 175 change of RSS (dCVR) is 0.000741996.
	Iteration 176
Iteration 176 change of RSS (dCVR) is 0.000736672.
	Iteration 177
Iteration 177 change of RSS (dCVR) is 0.000731292.
	Iteration 178
Iteration 178 change of RSS (dCVR) is 0.000725861.
	Iteration 179
Iteration 179 change of RSS (dCVR) is 0.000720384.
	Iteration 180
Iteration 180 change of RSS (dCVR) is 0.000714865.
	Iteration 181
Iteration 181 change of RSS (dCVR) is 0.00070931.
	Iteration 182
Iteration 182 change of RSS (dCVR) is 0.000703722.
	Iteration 183
Iteration 183 change of RSS (dCVR) is 0.000698107.
	Iteration 184
Iteration 184 change of RSS (dCVR) is 0.000692467.
	Iteration 185
Iteration 185 change of RSS (dCVR) is 0.000686807.
	Iteration 186
Iteration 186 change of RSS (dCVR) is 0.00068113.
	Iteration 187
Iteration 187 change of RSS (dCVR) is 0.00067544.
	Iteration 188
Iteration 188 change of RSS (dCVR) is 0.000669739.
	Iteration 189
Iteration 189 change of RSS (dCVR) is 0.000664031.
	Iteration 190
Iteration 190 change of RSS (dCVR) is 0.000658319.
	Iteration 191
Iteration 191 change of RSS (dCVR) is 0.000652604.
	Iteration 192
Iteration 192 change of RSS (dCVR) is 0.000646891.
	Iteration 193
Iteration 193 change of RSS (dCVR) is 0.000641181.
	Iteration 194
Iteration 194 change of RSS (dCVR) is 0.000635477.
	Iteration 195
Iteration 195 change of RSS (dCVR) is 0.00062978.
	Iteration 196
Iteration 196 change of RSS (dCVR) is 0.000624093.
	Iteration 197
Iteration 197 change of RSS (dCVR) is 0.000618419.
	Iteration 198
Iteration 198 change of RSS (dCVR) is 0.000612757.
	Iteration 199
Iteration 199 change of RSS (dCVR) is 0.000607111.
	Iteration 200
Iteration 200 change of RSS (dCVR) is 0.000601483.
	Iteration 201
Iteration 201 change of RSS (dCVR) is 0.000595872.
	Iteration 202
Iteration 202 change of RSS (dCVR) is 0.000590282.
	Iteration 203
Iteration 203 change of RSS (dCVR) is 0.000584714.
	Iteration 204
Iteration 204 change of RSS (dCVR) is 0.000579168.
	Iteration 205
Iteration 205 change of RSS (dCVR) is 0.000573646.
	Iteration 206
Iteration 206 change of RSS (dCVR) is 0.00056815.
	Iteration 207
Iteration 207 change of RSS (dCVR) is 0.000562679.
	Iteration 208
Iteration 208 change of RSS (dCVR) is 0.000557236.
	Iteration 209
Iteration 209 change of RSS (dCVR) is 0.000551822.
	Iteration 210
Iteration 210 change of RSS (dCVR) is 0.000546436.
	Iteration 211
Iteration 211 change of RSS (dCVR) is 0.000541081.
	Iteration 212
Iteration 212 change of RSS (dCVR) is 0.000535756.
	Iteration 213
Iteration 213 change of RSS (dCVR) is 0.000530463.
	Iteration 214
Iteration 214 change of RSS (dCVR) is 0.000525202.
	Iteration 215
Iteration 215 change of RSS (dCVR) is 0.000519974.
	Iteration 216
Iteration 216 change of RSS (dCVR) is 0.000514779.
	Iteration 217
Iteration 217 change of RSS (dCVR) is 0.000509619.
	Iteration 218
Iteration 218 change of RSS (dCVR) is 0.000504493.
	Iteration 219
Iteration 219 change of RSS (dCVR) is 0.000499402.
	Iteration 220
Iteration 220 change of RSS (dCVR) is 0.000494346.
	Iteration 221
Iteration 221 change of RSS (dCVR) is 0.000489327.
	Iteration 222
Iteration 222 change of RSS (dCVR) is 0.000484343.
	Iteration 223
Iteration 223 change of RSS (dCVR) is 0.000479396.
	Iteration 224
Iteration 224 change of RSS (dCVR) is 0.000474486.
	Iteration 225
Iteration 225 change of RSS (dCVR) is 0.000469613.
	Iteration 226
Iteration 226 change of RSS (dCVR) is 0.000464778.
	Iteration 227
Iteration 227 change of RSS (dCVR) is 0.00045998.
	Iteration 228
Iteration 228 change of RSS (dCVR) is 0.000455219.
	Iteration 229
Iteration 229 change of RSS (dCVR) is 0.000450497.
	Iteration 230
Iteration 230 change of RSS (dCVR) is 0.000445813.
	Iteration 231
Iteration 231 change of RSS (dCVR) is 0.000441167.
	Iteration 232
Iteration 232 change of RSS (dCVR) is 0.000436559.
	Iteration 233
Iteration 233 change of RSS (dCVR) is 0.000431989.
	Iteration 234
Iteration 234 change of RSS (dCVR) is 0.000427458.
	Iteration 235
Iteration 235 change of RSS (dCVR) is 0.000422966.
	Iteration 236
Iteration 236 change of RSS (dCVR) is 0.000418512.
	Iteration 237
Iteration 237 change of RSS (dCVR) is 0.000414096.
	Iteration 238
Iteration 238 change of RSS (dCVR) is 0.000409719.
	Iteration 239
Iteration 239 change of RSS (dCVR) is 0.00040538.
	Iteration 240
Iteration 240 change of RSS (dCVR) is 0.000401079.
	Iteration 241
Iteration 241 change of RSS (dCVR) is 0.000396817.
	Iteration 242
Iteration 242 change of RSS (dCVR) is 0.000392594.
	Iteration 243
Iteration 243 change of RSS (dCVR) is 0.000388408.
	Iteration 244
Iteration 244 change of RSS (dCVR) is 0.00038426.
	Iteration 245
Iteration 245 change of RSS (dCVR) is 0.000380151.
	Iteration 246
Iteration 246 change of RSS (dCVR) is 0.000376079.
	Iteration 247
Iteration 247 change of RSS (dCVR) is 0.000372045.
	Iteration 248
Iteration 248 change of RSS (dCVR) is 0.000368049.
	Iteration 249
Iteration 249 change of RSS (dCVR) is 0.00036409.
	Iteration 250
Iteration 250 change of RSS (dCVR) is 0.000360169.
	Iteration 251
Iteration 251 change of RSS (dCVR) is 0.000356285.
	Iteration 252
Iteration 252 change of RSS (dCVR) is 0.000352438.
	Iteration 253
Iteration 253 change of RSS (dCVR) is 0.000348627.
	Iteration 254
Iteration 254 change of RSS (dCVR) is 0.000344853.
	Iteration 255
Iteration 255 change of RSS (dCVR) is 0.000341116.
	Iteration 256
Iteration 256 change of RSS (dCVR) is 0.000337415.
	Iteration 257
Iteration 257 change of RSS (dCVR) is 0.00033375.
	Iteration 258
Iteration 258 change of RSS (dCVR) is 0.000330121.
	Iteration 259
Iteration 259 change of RSS (dCVR) is 0.000326527.
	Iteration 260
Iteration 260 change of RSS (dCVR) is 0.000322969.
	Iteration 261
Iteration 261 change of RSS (dCVR) is 0.000319447.
	Iteration 262
Iteration 262 change of RSS (dCVR) is 0.000315959.
	Iteration 263
Iteration 263 change of RSS (dCVR) is 0.000312506.
	Iteration 264
Iteration 264 change of RSS (dCVR) is 0.000309088.
	Iteration 265
Iteration 265 change of RSS (dCVR) is 0.000305703.
	Iteration 266
Iteration 266 change of RSS (dCVR) is 0.000302353.
	Iteration 267
Iteration 267 change of RSS (dCVR) is 0.000299037.
	Iteration 268
Iteration 268 change of RSS (dCVR) is 0.000295755.
	Iteration 269
Iteration 269 change of RSS (dCVR) is 0.000292506.
	Iteration 270
Iteration 270 change of RSS (dCVR) is 0.00028929.
	Iteration 271
Iteration 271 change of RSS (dCVR) is 0.000286106.
	Iteration 272
Iteration 272 change of RSS (dCVR) is 0.000282956.
	Iteration 273
Iteration 273 change of RSS (dCVR) is 0.000279838.
	Iteration 274
Iteration 274 change of RSS (dCVR) is 0.000276752.
	Iteration 275
Iteration 275 change of RSS (dCVR) is 0.000273698.
	Iteration 276
Iteration 276 change of RSS (dCVR) is 0.000270675.
	Iteration 277
Iteration 277 change of RSS (dCVR) is 0.000267684.
	Iteration 278
Iteration 278 change of RSS (dCVR) is 0.000264724.
	Iteration 279
Iteration 279 change of RSS (dCVR) is 0.000261795.
	Iteration 280
Iteration 280 change of RSS (dCVR) is 0.000258896.
	Iteration 281
Iteration 281 change of RSS (dCVR) is 0.000256028.
	Iteration 282
Iteration 282 change of RSS (dCVR) is 0.00025319.
	Iteration 283
Iteration 283 change of RSS (dCVR) is 0.000250382.
	Iteration 284
Iteration 284 change of RSS (dCVR) is 0.000247603.
	Iteration 285
Iteration 285 change of RSS (dCVR) is 0.000244854.
	Iteration 286
Iteration 286 change of RSS (dCVR) is 0.000242133.
	Iteration 287
Iteration 287 change of RSS (dCVR) is 0.000239442.
	Iteration 288
Iteration 288 change of RSS (dCVR) is 0.000236779.
	Iteration 289
Iteration 289 change of RSS (dCVR) is 0.000234144.
	Iteration 290
Iteration 290 change of RSS (dCVR) is 0.000231538.
	Iteration 291
Iteration 291 change of RSS (dCVR) is 0.000228959.
	Iteration 292
Iteration 292 change of RSS (dCVR) is 0.000226408.
	Iteration 293
Iteration 293 change of RSS (dCVR) is 0.000223884.
	Iteration 294
Iteration 294 change of RSS (dCVR) is 0.000221387.
	Iteration 295
Iteration 295 change of RSS (dCVR) is 0.000218917.
	Iteration 296
Iteration 296 change of RSS (dCVR) is 0.000216473.
	Iteration 297
Iteration 297 change of RSS (dCVR) is 0.000214056.
	Iteration 298
Iteration 298 change of RSS (dCVR) is 0.000211664.
	Iteration 299
Iteration 299 change of RSS (dCVR) is 0.000209299.
	Iteration 300
Iteration 300 change of RSS (dCVR) is 0.000206959.
	Iteration 301
Iteration 301 change of RSS (dCVR) is 0.000204644.
	Iteration 302
Iteration 302 change of RSS (dCVR) is 0.000202354.
	Iteration 303
Iteration 303 change of RSS (dCVR) is 0.00020009.
	Iteration 304
Iteration 304 change of RSS (dCVR) is 0.000197849.
	Iteration 305
Iteration 305 change of RSS (dCVR) is 0.000195633.
	Iteration 306
Iteration 306 change of RSS (dCVR) is 0.000193441.
	Iteration 307
Iteration 307 change of RSS (dCVR) is 0.000191273.
	Iteration 308
Iteration 308 change of RSS (dCVR) is 0.000189129.
	Iteration 309
Iteration 309 change of RSS (dCVR) is 0.000187008.
	Iteration 310
Iteration 310 change of RSS (dCVR) is 0.00018491.
	Iteration 311
Iteration 311 change of RSS (dCVR) is 0.000182835.
	Iteration 312
Iteration 312 change of RSS (dCVR) is 0.000180783.
	Iteration 313
Iteration 313 change of RSS (dCVR) is 0.000178753.
	Iteration 314
Iteration 314 change of RSS (dCVR) is 0.000176746.
	Iteration 315
Iteration 315 change of RSS (dCVR) is 0.00017476.
	Iteration 316
Iteration 316 change of RSS (dCVR) is 0.000172797.
	Iteration 317
Iteration 317 change of RSS (dCVR) is 0.000170854.
	Iteration 318
Iteration 318 change of RSS (dCVR) is 0.000168934.
	Iteration 319
Iteration 319 change of RSS (dCVR) is 0.000167034.
	Iteration 320
Iteration 320 change of RSS (dCVR) is 0.000165155.
	Iteration 321
Iteration 321 change of RSS (dCVR) is 0.000163297.
	Iteration 322
Iteration 322 change of RSS (dCVR) is 0.00016146.
	Iteration 323
Iteration 323 change of RSS (dCVR) is 0.000159642.
	Iteration 324
Iteration 324 change of RSS (dCVR) is 0.000157845.
	Iteration 325
Iteration 325 change of RSS (dCVR) is 0.000156068.
	Iteration 326
Iteration 326 change of RSS (dCVR) is 0.00015431.
	Iteration 327
Iteration 327 change of RSS (dCVR) is 0.000152572.
	Iteration 328
Iteration 328 change of RSS (dCVR) is 0.000150853.
	Iteration 329
Iteration 329 change of RSS (dCVR) is 0.000149153.
	Iteration 330
Iteration 330 change of RSS (dCVR) is 0.000147472.
	Iteration 331
Iteration 331 change of RSS (dCVR) is 0.000145809.
	Iteration 332
Iteration 332 change of RSS (dCVR) is 0.000144165.
	Iteration 333
Iteration 333 change of RSS (dCVR) is 0.000142539.
	Iteration 334
Iteration 334 change of RSS (dCVR) is 0.000140931.
	Iteration 335
Iteration 335 change of RSS (dCVR) is 0.000139342.
	Iteration 336
Iteration 336 change of RSS (dCVR) is 0.000137769.
	Iteration 337
Iteration 337 change of RSS (dCVR) is 0.000136215.
	Iteration 338
Iteration 338 change of RSS (dCVR) is 0.000134677.
	Iteration 339
Iteration 339 change of RSS (dCVR) is 0.000133157.
	Iteration 340
Iteration 340 change of RSS (dCVR) is 0.000131654.
	Iteration 341
Iteration 341 change of RSS (dCVR) is 0.000130167.
	Iteration 342
Iteration 342 change of RSS (dCVR) is 0.000128697.
	Iteration 343
Iteration 343 change of RSS (dCVR) is 0.000127243.
	Iteration 344
Iteration 344 change of RSS (dCVR) is 0.000125806.
	Iteration 345
Iteration 345 change of RSS (dCVR) is 0.000124385.
	Iteration 346
Iteration 346 change of RSS (dCVR) is 0.000122979.
	Iteration 347
Iteration 347 change of RSS (dCVR) is 0.000121589.
	Iteration 348
Iteration 348 change of RSS (dCVR) is 0.000120215.
	Iteration 349
Iteration 349 change of RSS (dCVR) is 0.000118856.
	Iteration 350
Iteration 350 change of RSS (dCVR) is 0.000117513.
	Iteration 351
Iteration 351 change of RSS (dCVR) is 0.000116184.
	Iteration 352
Iteration 352 change of RSS (dCVR) is 0.00011487.
	Iteration 353
Iteration 353 change of RSS (dCVR) is 0.000113571.
	Iteration 354
Iteration 354 change of RSS (dCVR) is 0.000112287.
	Iteration 355
Iteration 355 change of RSS (dCVR) is 0.000111017.
	Iteration 356
Iteration 356 change of RSS (dCVR) is 0.000109761.
	Iteration 357
Iteration 357 change of RSS (dCVR) is 0.000108519.
	Iteration 358
Iteration 358 change of RSS (dCVR) is 0.000107291.
	Iteration 359
Iteration 359 change of RSS (dCVR) is 0.000106077.
	Iteration 360
Iteration 360 change of RSS (dCVR) is 0.000104877.
	Iteration 361
Iteration 361 change of RSS (dCVR) is 0.00010369.
	Iteration 362
Iteration 362 change of RSS (dCVR) is 0.000102516.
	Iteration 363
Iteration 363 change of RSS (dCVR) is 0.000101356.
	Iteration 364
Iteration 364 change of RSS (dCVR) is 0.000100208.
	Iteration 365
Iteration 365 change of RSS (dCVR) is 9.90736e-05.
	Iteration 366
Iteration 366 change of RSS (dCVR) is 9.79518e-05.
	Iteration 367
Iteration 367 change of RSS (dCVR) is 9.68426e-05.
	Iteration 368
Iteration 368 change of RSS (dCVR) is 9.5746e-05.
	Iteration 369
Iteration 369 change of RSS (dCVR) is 9.46616e-05.
	Iteration 370
Iteration 370 change of RSS (dCVR) is 9.35895e-05.
	Iteration 371
Iteration 371 change of RSS (dCVR) is 9.25294e-05.
	Iteration 372
Iteration 372 change of RSS (dCVR) is 9.14812e-05.
	Iteration 373
Iteration 373 change of RSS (dCVR) is 9.04449e-05.
	Iteration 374
Iteration 374 change of RSS (dCVR) is 8.94202e-05.
	Iteration 375
Iteration 375 change of RSS (dCVR) is 8.84071e-05.
	Iteration 376
Iteration 376 change of RSS (dCVR) is 8.74053e-05.
	Iteration 377
Iteration 377 change of RSS (dCVR) is 8.64149e-05.
	Iteration 378
Iteration 378 change of RSS (dCVR) is 8.54357e-05.
	Iteration 379
Iteration 379 change of RSS (dCVR) is 8.44674e-05.
	Iteration 380
Iteration 380 change of RSS (dCVR) is 8.35101e-05.
	Iteration 381
Iteration 381 change of RSS (dCVR) is 8.25636e-05.
	Iteration 382
Iteration 382 change of RSS (dCVR) is 8.16277e-05.
	Iteration 383
Iteration 383 change of RSS (dCVR) is 8.07024e-05.
	Iteration 384
Iteration 384 change of RSS (dCVR) is 7.97876e-05.
	Iteration 385
Iteration 385 change of RSS (dCVR) is 7.88831e-05.
	Iteration 386
Iteration 386 change of RSS (dCVR) is 7.79888e-05.
	Iteration 387
Iteration 387 change of RSS (dCVR) is 7.71045e-05.
	Iteration 388
Iteration 388 change of RSS (dCVR) is 7.62303e-05.
	Iteration 389
Iteration 389 change of RSS (dCVR) is 7.53659e-05.
	Iteration 390
Iteration 390 change of RSS (dCVR) is 7.45113e-05.
	Iteration 391
Iteration 391 change of RSS (dCVR) is 7.36664e-05.
	Iteration 392
Iteration 392 change of RSS (dCVR) is 7.28309e-05.
	Iteration 393
Iteration 393 change of RSS (dCVR) is 7.2005e-05.
	Iteration 394
Iteration 394 change of RSS (dCVR) is 7.11883e-05.
	Iteration 395
Iteration 395 change of RSS (dCVR) is 7.03809e-05.
	Iteration 396
Iteration 396 change of RSS (dCVR) is 6.95826e-05.
	Iteration 397
Iteration 397 change of RSS (dCVR) is 6.87934e-05.
	Iteration 398
Iteration 398 change of RSS (dCVR) is 6.8013e-05.
	Iteration 399
Iteration 399 change of RSS (dCVR) is 6.72415e-05.
	Iteration 400
Iteration 400 change of RSS (dCVR) is 6.64787e-05.
	Iteration 401
Iteration 401 change of RSS (dCVR) is 6.57245e-05.
	Iteration 402
Iteration 402 change of RSS (dCVR) is 6.49789e-05.
	Iteration 403
Iteration 403 change of RSS (dCVR) is 6.42417e-05.
	Iteration 404
Iteration 404 change of RSS (dCVR) is 6.35128e-05.
	Iteration 405
Iteration 405 change of RSS (dCVR) is 6.27922e-05.
	Iteration 406
Iteration 406 change of RSS (dCVR) is 6.20797e-05.
	Iteration 407
Iteration 407 change of RSS (dCVR) is 6.13753e-05.
	Iteration 408
Iteration 408 change of RSS (dCVR) is 6.06788e-05.
	Iteration 409
Iteration 409 change of RSS (dCVR) is 5.99903e-05.
	Iteration 410
Iteration 410 change of RSS (dCVR) is 5.93095e-05.
	Iteration 411
Iteration 411 change of RSS (dCVR) is 5.86365e-05.
	Iteration 412
Iteration 412 change of RSS (dCVR) is 5.7971e-05.
	Iteration 413
Iteration 413 change of RSS (dCVR) is 5.73131e-05.
	Iteration 414
Iteration 414 change of RSS (dCVR) is 5.66627e-05.
	Iteration 415
Iteration 415 change of RSS (dCVR) is 5.60196e-05.
	Iteration 416
Iteration 416 change of RSS (dCVR) is 5.53838e-05.
	Iteration 417
Iteration 417 change of RSS (dCVR) is 5.47552e-05.
	Iteration 418
Iteration 418 change of RSS (dCVR) is 5.41337e-05.
	Iteration 419
Iteration 419 change of RSS (dCVR) is 5.35192e-05.
	Iteration 420
Iteration 420 change of RSS (dCVR) is 5.29117e-05.
	Iteration 421
Iteration 421 change of RSS (dCVR) is 5.23111e-05.
	Iteration 422
Iteration 422 change of RSS (dCVR) is 5.17173e-05.
	Iteration 423
Iteration 423 change of RSS (dCVR) is 5.11302e-05.
	Iteration 424
Iteration 424 change of RSS (dCVR) is 5.05498e-05.
	Iteration 425
Iteration 425 change of RSS (dCVR) is 4.9976e-05.
	Iteration 426
Iteration 426 change of RSS (dCVR) is 4.94086e-05.
	Iteration 427
Iteration 427 change of RSS (dCVR) is 4.88477e-05.
	Iteration 428
Iteration 428 change of RSS (dCVR) is 4.82932e-05.
	Iteration 429
Iteration 429 change of RSS (dCVR) is 4.77449e-05.
	Iteration 430
Iteration 430 change of RSS (dCVR) is 4.72028e-05.
	Iteration 431
Iteration 431 change of RSS (dCVR) is 4.66669e-05.
	Iteration 432
Iteration 432 change of RSS (dCVR) is 4.61371e-05.
	Iteration 433
Iteration 433 change of RSS (dCVR) is 4.56132e-05.
	Iteration 434
Iteration 434 change of RSS (dCVR) is 4.50953e-05.
	Iteration 435
Iteration 435 change of RSS (dCVR) is 4.45833e-05.
	Iteration 436
Iteration 436 change of RSS (dCVR) is 4.40771e-05.
	Iteration 437
Iteration 437 change of RSS (dCVR) is 4.35766e-05.
	Iteration 438
Iteration 438 change of RSS (dCVR) is 4.30818e-05.
	Iteration 439
Iteration 439 change of RSS (dCVR) is 4.25926e-05.
	Iteration 440
Iteration 440 change of RSS (dCVR) is 4.2109e-05.
	Iteration 441
Iteration 441 change of RSS (dCVR) is 4.16308e-05.
	Iteration 442
Iteration 442 change of RSS (dCVR) is 4.11581e-05.
	Iteration 443
Iteration 443 change of RSS (dCVR) is 4.06907e-05.
	Iteration 444
Iteration 444 change of RSS (dCVR) is 4.02286e-05.
	Iteration 445
Iteration 445 change of RSS (dCVR) is 3.97718e-05.
	Iteration 446
Iteration 446 change of RSS (dCVR) is 3.93202e-05.
	Iteration 447
Iteration 447 change of RSS (dCVR) is 3.88736e-05.
	Iteration 448
Iteration 448 change of RSS (dCVR) is 3.84322e-05.
	Iteration 449
Iteration 449 change of RSS (dCVR) is 3.79957e-05.
	Iteration 450
Iteration 450 change of RSS (dCVR) is 3.75642e-05.
	Iteration 451
Iteration 451 change of RSS (dCVR) is 3.71376e-05.
	Iteration 452
Iteration 452 change of RSS (dCVR) is 3.67158e-05.
	Iteration 453
Iteration 453 change of RSS (dCVR) is 3.62989e-05.
	Iteration 454
Iteration 454 change of RSS (dCVR) is 3.58866e-05.
	Iteration 455
Iteration 455 change of RSS (dCVR) is 3.5479e-05.
	Iteration 456
Iteration 456 change of RSS (dCVR) is 3.50761e-05.
	Iteration 457
Iteration 457 change of RSS (dCVR) is 3.46777e-05.
	Iteration 458
Iteration 458 change of RSS (dCVR) is 3.42839e-05.
	Iteration 459
Iteration 459 change of RSS (dCVR) is 3.38945e-05.
	Iteration 460
Iteration 460 change of RSS (dCVR) is 3.35095e-05.
	Iteration 461
Iteration 461 change of RSS (dCVR) is 3.31289e-05.
	Iteration 462
Iteration 462 change of RSS (dCVR) is 3.27526e-05.
	Iteration 463
Iteration 463 change of RSS (dCVR) is 3.23806e-05.
	Iteration 464
Iteration 464 change of RSS (dCVR) is 3.20128e-05.
	Iteration 465
Iteration 465 change of RSS (dCVR) is 3.16492e-05.
	Iteration 466
Iteration 466 change of RSS (dCVR) is 3.12897e-05.
	Iteration 467
Iteration 467 change of RSS (dCVR) is 3.09343e-05.
	Iteration 468
Iteration 468 change of RSS (dCVR) is 3.0583e-05.
	Iteration 469
Iteration 469 change of RSS (dCVR) is 3.02356e-05.
	Iteration 470
Iteration 470 change of RSS (dCVR) is 2.98921e-05.
	Iteration 471
Iteration 471 change of RSS (dCVR) is 2.95526e-05.
	Iteration 472
Iteration 472 change of RSS (dCVR) is 2.92169e-05.
	Iteration 473
Iteration 473 change of RSS (dCVR) is 2.8885e-05.
	Iteration 474
Iteration 474 change of RSS (dCVR) is 2.85569e-05.
	Iteration 475
Iteration 475 change of RSS (dCVR) is 2.82325e-05.
	Iteration 476
Iteration 476 change of RSS (dCVR) is 2.79118e-05.
	Iteration 477
Iteration 477 change of RSS (dCVR) is 2.75948e-05.
	Iteration 478
Iteration 478 change of RSS (dCVR) is 2.72813e-05.
	Iteration 479
Iteration 479 change of RSS (dCVR) is 2.69714e-05.
	Iteration 480
Iteration 480 change of RSS (dCVR) is 2.6665e-05.
	Iteration 481
Iteration 481 change of RSS (dCVR) is 2.63621e-05.
	Iteration 482
Iteration 482 change of RSS (dCVR) is 2.60627e-05.
	Iteration 483
Iteration 483 change of RSS (dCVR) is 2.57666e-05.
	Iteration 484
Iteration 484 change of RSS (dCVR) is 2.54739e-05.
	Iteration 485
Iteration 485 change of RSS (dCVR) is 2.51845e-05.
	Iteration 486
Iteration 486 change of RSS (dCVR) is 2.48984e-05.
	Iteration 487
Iteration 487 change of RSS (dCVR) is 2.46156e-05.
	Iteration 488
Iteration 488 change of RSS (dCVR) is 2.4336e-05.
	Iteration 489
Iteration 489 change of RSS (dCVR) is 2.40595e-05.
	Iteration 490
Iteration 490 change of RSS (dCVR) is 2.37862e-05.
	Iteration 491
Iteration 491 change of RSS (dCVR) is 2.3516e-05.
	Iteration 492
Iteration 492 change of RSS (dCVR) is 2.32488e-05.
	Iteration 493
Iteration 493 change of RSS (dCVR) is 2.29847e-05.
	Iteration 494
Iteration 494 change of RSS (dCVR) is 2.27236e-05.
	Iteration 495
Iteration 495 change of RSS (dCVR) is 2.24654e-05.
	Iteration 496
Iteration 496 change of RSS (dCVR) is 2.22102e-05.
	Iteration 497
Iteration 497 change of RSS (dCVR) is 2.19579e-05.
	Iteration 498
Iteration 498 change of RSS (dCVR) is 2.17085e-05.
	Iteration 499
Iteration 499 change of RSS (dCVR) is 2.14619e-05.
	Iteration 500
Iteration 500 change of RSS (dCVR) is 2.1218e-05.
	Iteration 501
Iteration 501 change of RSS (dCVR) is 2.0977e-05.
	Iteration 502
Iteration 502 change of RSS (dCVR) is 2.07386e-05.
	Iteration 503
Iteration 503 change of RSS (dCVR) is 2.05031e-05.
	Iteration 504
Iteration 504 change of RSS (dCVR) is 2.02701e-05.
	Iteration 505
Iteration 505 change of RSS (dCVR) is 2.00398e-05.
	Iteration 506
Iteration 506 change of RSS (dCVR) is 1.98122e-05.
	Iteration 507
Iteration 507 change of RSS (dCVR) is 1.95871e-05.
	Iteration 508
Iteration 508 change of RSS (dCVR) is 1.93646e-05.
	Iteration 509
Iteration 509 change of RSS (dCVR) is 1.91446e-05.
	Iteration 510
Iteration 510 change of RSS (dCVR) is 1.8927e-05.
	Iteration 511
Iteration 511 change of RSS (dCVR) is 1.8712e-05.
	Iteration 512
Iteration 512 change of RSS (dCVR) is 1.84995e-05.
	Iteration 513
Iteration 513 change of RSS (dCVR) is 1.82893e-05.
	Iteration 514
Iteration 514 change of RSS (dCVR) is 1.80815e-05.
	Iteration 515
Iteration 515 change of RSS (dCVR) is 1.78761e-05.
	Iteration 516
Iteration 516 change of RSS (dCVR) is 1.7673e-05.
	Iteration 517
Iteration 517 change of RSS (dCVR) is 1.74722e-05.
	Iteration 518
Iteration 518 change of RSS (dCVR) is 1.72737e-05.
	Iteration 519
Iteration 519 change of RSS (dCVR) is 1.70774e-05.
	Iteration 520
Iteration 520 change of RSS (dCVR) is 1.68834e-05.
	Iteration 521
Iteration 521 change of RSS (dCVR) is 1.66916e-05.
	Iteration 522
Iteration 522 change of RSS (dCVR) is 1.65019e-05.
	Iteration 523
Iteration 523 change of RSS (dCVR) is 1.63145e-05.
	Iteration 524
Iteration 524 change of RSS (dCVR) is 1.61291e-05.
	Iteration 525
Iteration 525 change of RSS (dCVR) is 1.59459e-05.
	Iteration 526
Iteration 526 change of RSS (dCVR) is 1.57647e-05.
	Iteration 527
Iteration 527 change of RSS (dCVR) is 1.55856e-05.
	Iteration 528
Iteration 528 change of RSS (dCVR) is 1.54085e-05.
	Iteration 529
Iteration 529 change of RSS (dCVR) is 1.52334e-05.
	Iteration 530
Iteration 530 change of RSS (dCVR) is 1.50604e-05.
	Iteration 531
Iteration 531 change of RSS (dCVR) is 1.48893e-05.
	Iteration 532
Iteration 532 change of RSS (dCVR) is 1.47201e-05.
	Iteration 533
Iteration 533 change of RSS (dCVR) is 1.45529e-05.
	Iteration 534
Iteration 534 change of RSS (dCVR) is 1.43875e-05.
	Iteration 535
Iteration 535 change of RSS (dCVR) is 1.4224e-05.
	Iteration 536
Iteration 536 change of RSS (dCVR) is 1.40624e-05.
	Iteration 537
Iteration 537 change of RSS (dCVR) is 1.39027e-05.
	Iteration 538
Iteration 538 change of RSS (dCVR) is 1.37447e-05.
	Iteration 539
Iteration 539 change of RSS (dCVR) is 1.35886e-05.
	Iteration 540
Iteration 540 change of RSS (dCVR) is 1.34341e-05.
	Iteration 541
Iteration 541 change of RSS (dCVR) is 1.32815e-05.
	Iteration 542
Iteration 542 change of RSS (dCVR) is 1.31306e-05.
	Iteration 543
Iteration 543 change of RSS (dCVR) is 1.29814e-05.
	Iteration 544
Iteration 544 change of RSS (dCVR) is 1.28339e-05.
	Iteration 545
Iteration 545 change of RSS (dCVR) is 1.26881e-05.
	Iteration 546
Iteration 546 change of RSS (dCVR) is 1.2544e-05.
	Iteration 547
Iteration 547 change of RSS (dCVR) is 1.24014e-05.
	Iteration 548
Iteration 548 change of RSS (dCVR) is 1.22606e-05.
	Iteration 549
Iteration 549 change of RSS (dCVR) is 1.21212e-05.
	Iteration 550
Iteration 550 change of RSS (dCVR) is 1.19835e-05.
	Iteration 551
Iteration 551 change of RSS (dCVR) is 1.18474e-05.
	Iteration 552
Iteration 552 change of RSS (dCVR) is 1.17127e-05.
	Iteration 553
Iteration 553 change of RSS (dCVR) is 1.15797e-05.
	Iteration 554
Iteration 554 change of RSS (dCVR) is 1.14481e-05.
	Iteration 555
Iteration 555 change of RSS (dCVR) is 1.13181e-05.
	Iteration 556
Iteration 556 change of RSS (dCVR) is 1.11894e-05.
	Iteration 557
Iteration 557 change of RSS (dCVR) is 1.10623e-05.
	Iteration 558
Iteration 558 change of RSS (dCVR) is 1.09366e-05.
	Iteration 559
Iteration 559 change of RSS (dCVR) is 1.08124e-05.
	Iteration 560
Iteration 560 change of RSS (dCVR) is 1.06895e-05.
	Iteration 561
Iteration 561 change of RSS (dCVR) is 1.0568e-05.
	Iteration 562
Iteration 562 change of RSS (dCVR) is 1.0448e-05.
	Iteration 563
Iteration 563 change of RSS (dCVR) is 1.03293e-05.
	Iteration 564
Iteration 564 change of RSS (dCVR) is 1.02119e-05.
	Iteration 565
Iteration 565 change of RSS (dCVR) is 1.00959e-05.
	Iteration 566
Iteration 566 change of RSS (dCVR) is 9.98123e-06.
   ***********************************************************************
   *                       Package   GWmodel                             *
   ***********************************************************************
   Program starts at: 2024-12-03 14:15:48 
   Call:
   gwr.multiscale(formula = mgwrformula, data = spdata, kernel = kernel, 
    adaptive = adaptive, parallel.method = parallelmethod, parallel.arg = parallelarg)

   Dependent (y) variable:  Avg_HP_
   Independent variables:  nrst_ds Avg_Gr_ Av_GDP_
   Number of data points: 973
   ***********************************************************************
   *                       Multiscale (PSDM) GWR                          *
   ***********************************************************************

   *********************Model calibration information*********************
   Kernel function: gaussian 
   Adaptive bandwidths for each coefficient(number of nearest neighbours): 
              (Intercept) nrst_ds Avg_Gr_ Av_GDP_
   Bandwidth            8       8      63      10

   *************Summary of multiscale GWR coefficient estimates:***************
                    Min.     1st Qu.      Median     3rd Qu.       Max.
   Intercept  9.1775e+03  1.3535e+04  1.5142e+04  1.6548e+04 22736.2527
   nrst_ds   -3.3579e+00 -7.7424e-01 -4.6883e-01 -4.8999e-02     1.5050
   Avg_Gr_   -1.5374e+03  5.8256e+01  6.9691e+02  1.1548e+03  2822.1162
   Av_GDP_   -1.0748e+00 -1.4344e-01  2.9361e-02  1.9283e-01     1.6643
   ************************Diagnostic information*************************
   Number of data points: 973 
   Effective number of parameters (2trace(S) - trace(S'S)): 204.9156 
   Effective degrees of freedom (n-2trace(S) + trace(S'S)): 768.0844 
   AICc value:  16359.65 
   AIC value:  16155.4 
   BIC value:  16052.46 
   Residual sum of squares:  795233782 
   R-square value:  0.9106027 
   Adjusted R-square value:  0.8867215 

   ***********************************************************************
   Program stops at: 2024-12-03 19:07:35 
Warning message:
In abbreviate_shapefile_names(obj) :
  Field names abbreviated for ESRI Shapefile driver
