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A Generalized Logistic Function and Its Applications

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Figure 1

Generalized logistic function with parameters: umax = 100, umin = 10, and c = 5 (Source: Own elaboration)
Generalized logistic function with parameters: umax = 100, umin = 10, and c = 5 (Source: Own elaboration)

Figure 2

Graph of u(t) (Source: Own elaboration)
Graph of u(t) (Source: Own elaboration)

Figure 3

Graph of u″(t) (Source: Own elaboration)
Graph of u″(t) (Source: Own elaboration)

Figure 4

Points of a realization of the time series U(t) for ε = 0.001 (Source: Own elaboration)
Points of a realization of the time series U(t) for ε = 0.001 (Source: Own elaboration)

Figure 5

Points of a realization of the second differences ∆2U(t) for ε = 0.001 (Source: Own elaboration)
Points of a realization of the second differences ∆2U(t) for ε = 0.001 (Source: Own elaboration)

Figure 6

Points of a realization of the time series U(t) for ε = 0.01 (Source: Own elaboration)
Points of a realization of the time series U(t) for ε = 0.01 (Source: Own elaboration)

Figure 7

Points of a realization of the second differences ∆2U(t) for ε = 0.01 (Source: Own elaboration)
Points of a realization of the second differences ∆2U(t) for ε = 0.01 (Source: Own elaboration)

Figure 8

Logistic function as the regression curve (Source: Own elaboration)
Logistic function as the regression curve (Source: Own elaboration)

Number of subscriptions of mobile telephones per 100 inhabitants in Poland in the years 1992–2012 (Source: ITU, http://www.itu.int)

No (t)YearNumber of subscriptions per 100 inhabitants, y(t)Second differences ∆2
119920.007
219930.0350.0378
319940.1010.02894
419950.1960.27426
519960.5651.1828
619972.1171.39996
719985.0692.29338
8199910.3152.03268
9200017.5931.24125
10200126.1121.67588
11200236.307−1.0091
12200345.4935.74175
13200460.4210.99075
14200576.3393.94934
15200696.207−7.6964
162007108.378−5.5284
172008115.021−4.3499
182009117.3153.30763
192010122.9152.77762
202011131.2940.67138
212012140.343

Exponentially smoothed values for the data of Table 1 (Source: Own elaboration)

No (t)YearSmoothed values yt*{\rm{y}}_{\rm{t}}^*Second differences ∆2
119920.007
219930.0210.02594
319940.0610.027439
419950.1290.150848
519960.3470.666822
619971.2321.033391
719983.1511.663384
819996.7331.848031
9200012.1631.544643
10200119.1371.610262
11200227.7220.300585
12200336.6073.021167
13200448.5142.005957
14200562.4272.977648
15200679.317−2.35939
16200793.848−3.9439
172008104.434−4.14688
182009110.875−0.41963
192010116.8951.178996
202011124.0940.925189
212012132.219