Skip to main content
. 2016 Dec 30;11(12):e0167568. doi: 10.1371/journal.pone.0167568

Table 1. Summary of different simulation settings.

Illustrating error in Time scheme* Replicates** Noise*** Initial condition Algorihtms
a. Initial conditions t3 30 N(0,0.01) Vary DE [43]
b. Measurement error t3 30 Vary Fixed DE [43]
c. Effect of time scheme Vary 10 N(0,0.25) Fixed L-BFGS-B [44]
d. Effect of number of replicates t24 Vary N(0,0.25) Fixed L-BFGS-B [44]
e. Algorithms tn1 5 N(0,0.25) Fixed Vary
f. Robust estimation t24 10 N(0,0.25) Fixed Vary
g. Polynomial estimate of V0 Vary Vary N(0,0.25) Not used GAM [38]
Parameters Reference Lower bound+ Upper bound+
β 10−5 10−7 10−3
δ 1.6 10−2 102
p 5 100 102
c 3.7 10−1 102
Initial condition U0 = 106 V0 = 10 I0 = 0

*t3 to t24 indicate regular sampling time in every 3 to 24 hours; tn1 indicates sampling time similar to that of [11], i.e., at day 1, 2, 3, 5, 7, 9, tn2 is t24 without measurement at the peak day (3rd) and the endpoint (8th);

**per time point;

***on log 10 scale;

+for Differential Evolution (DE) algorithm and L-BFGS-B [44].