Table 1.
Parameters of the 4 alternative models fit to Datasets 1–4 (excluding data with ) and metrics of relative quality of the model fits. Estimated parameters: is a dimensionless inverse of the effective fraction; r is given in units of per day; h is in cell/mL; is in per day; is in cell/mL. The parameter k had different units in different models: per OT1 cell/mL per day, per day, per OT1 (cell/mL) per day, and per OT1 cell/mL per day for MA (Equation (3)), Sat (Equation (4)), Power (Equation (5)), and SiGMA (Equation (6)), respectively; n is a dimensionless parameter. The parameter estimates and 95% confidence intervals for the best-fit SiGMA model were: (2.5–2.9), (0.036–0.2)/day, (0.55–0.73)/day, (4.14–17.57) , and (3.15–3.4); the model fits are shown in Figure 2. The best-fit model (with the highest w) is highlighted in blue.
Datasets 1–4 ( cell/mL): n = 431 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Model | r, 1/day | k | h | n | SSR | AIC | w | |||||
MA | 2.77 | 0.576 | 164 | 814 | 160 | 0 | ||||||
Sat | 2.81 | 0.744 | 6 | 118.5 | 677 | 23 | 0 | |||||
Power | 2.79 | 0.744 | 0.606 | 116 | 668 | 14 | 0 | |||||
SiGMA | 2.71 | 0.12 | 0.64 | 6715 | 112 | 654 | 0 | 1 |