Table 18 Model comparison criteria: Mean BIC, mean DIC, mean ML, and fraction of non-rejected normality tests with KS for the unperturbed fibrosarcoma Sa-37 tumor data.
From: Proper likelihood functions for parameter estimation in S-shaped models of unperturbed tumor growth
Model | \({\overline{BIC}}\) | \({\overline{DIC}}\) | \({\overline{ML}}\) | \(\overline{fr(KS)}\) |
|---|---|---|---|---|
Norm | \(1.0502 \times 10^{2}\) | \(1.3834 \times 10^{2}\) | \(\mathbf {9.6570 \times 10^{-1}}\) | \(2.0000 \times 10^{-4}\) |
Prop | \(1.0468 \times 10^{2}\) | \(1.4159 \times 10^{2}\) | \(9.1871 \times 10^{-1}\) | \(2.7875 \times 10^{-1}\) |
Thres | \(1.0635 \times 10^{2}\) | \(\mathbf {1.3704 \times 10^{2}}\) | \(9.6499 \times 10^{-1}\) | \(\mathbf {2.8078 \times 10^{-1}}\) |
Stud | \(1.0502 \times 10^{2}\) | \(1.3957 \times 10^{2}\) | \(9.6637 \times 10^{-1}\) | \(3.4800 \times 10^{-4}\) |
StudProp | \(\mathbf {1.0214 \times 10^{2}}\) | \(1.4243 \times 10^{2}\) | \(9.1757 \times 10^{-1}\) | \(2.7224 \times 10^{-1}\) |
