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. 2013 Oct;12(10):1383–1388. doi: 10.1128/EC.00163-13

Table 1.

Comparison of different growth model equations for data analysis of capsule volume as a function of time based on the AIC methoda

Cell AIC value by equation
Sigmoidalb Gompertzc Logisticd Weibulle
1 4,686.4 6,339.5 3,246.9 3,519.1
2 4,526.3 3,777.8 2,370.2 2,909.5
3 10,780.9 5,052.5 3,235.6 6,507.5
4 3,065.8 4,005.6 2,744.9 2,138.5
5 10,110.5 6,818.3 3,864.3 6,527.1
6 13,366.4 7,068.9 3,764.9 9,256.2
7 14,473.0 3,745.8 3,130.7 16,689.4
8 18,695.9 72,989.9 14,740.3 2,043.3
9 3,385.3 6,818.3 3,864.3 6,527.1
10 7,006.7 7,124.1 4,653.7 4,845.9
a

For details, see reference 32. Based on the AIC model, the equation with the smallest AIC value (showed in italic type) is most likely to be correct.

b

The sigmoidal growth equation is Y=Ymin+YmaxYmin1+10(logkx)g, where ymax and ymin are the maximum and initial volumes, respectively, k is the value of x at halfway between ymin and ymax, and g is the slope.

c

The Gombertz growth equation is Y=Ymaxe(lnYmin/Ymax)ekx.

d

The logistic growth equation is Y=Ymax×Ymin(YmaxYmin)ekt+Ymin.

e

The Weibull growth equation is Y=Ymax(YmaxYmin)e1(kt)g.