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. 2023 Oct 16;13:17537. doi: 10.1038/s41598-023-44907-9

Table 4.

Results of modified Weibull parameters.

Test data4,3739 Distribution function Weibull parameters Error
b θ Nf0 K–S test (%) R-square
Data set 1 Step function 0.89 349,600,000 5,497,000 8 0.986
Modified Weibull 0.62 344,000,000 9,050,000 6 0.999
Data set 2 Step function 0.90 132,806,849 4,384,680 10.2 0.967
Modified Weibull 0.62 137,984,686 4,019,219 5.4 0.999
Data set 3 Step function 1 63,647,140 2,938,570 8.7 0.969
Modified Weibull 0.7 65,883,507 2,160,990 5.2 0.999
Data set 4 Step function 0.58 32,506,615 1,479,600 11.6 0.963
Modified Weibull 0.4 37,336,316 2,574,857 9.2 0.997
Data set 6 Step function 1.59 602,100 117,100 9.3 0.93
Modified Weibull 0.86 592,300 79,200 5 1
Data set 8 Step function 0.85 169,100 61,130 16 0.976
Modified Weibull 0.69 176,000 140,000 2 1
Data set 16 Step function 1.1 179,400 1647 10.2 0.980
Modified Weibull 0.7 168,000 15,938 5.8 0.993