Table 1.
Relative bias of model parameters using non linear mixed models taking into account left-censored (undetectable) values (corrected) or not (crude) with simulated data. N = 20 patients, 1000 simulations, 14% left-censored measures in average.
Parameter and true value | Crude estimate | Corrected estimate | |||
Estimates | Relative bias (%) | Estimates | Relative bias (%) | ||
Fixed effects | |||||
V0 | 6.16 log10 IU/mL | 6.09 | -1.1 | 6.16 | -0.021 |
δ | 0.40 day-1 | 0.18 | -55.2 | 0.40 | +0.78 |
c | 2.00 day-1 | 1.10 | -44.8 | 2.03 | +1.5 |
ε | 0.80 | 0.93 | +15.8 | 0.79 | -1.3 |
Variances | |||||
0.49 | 0.59 | +20.3 | 0.46 | -6.4 | |
2.69 | 2.18 | -18.8 | 2.31 | -13.9 | |
0.04 | 0.09 | +133.2 | 0.039 | -2.4 |