Table 1.
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 |
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.
The sigmoidal growth equation is , 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.
The Gombertz growth equation is .
The logistic growth equation is .
The Weibull growth equation is .