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. Author manuscript; available in PMC: 2019 Mar 15.
Published in final edited form as: Stat Med. 2017 Nov 28;37(6):970–982. doi: 10.1002/sim.7558

Table 4.

Estimates of VE when the latent and infectious periods are not constant from 200 simulated influenza outbreaks

Mean Length of Latent and Infectious Periods Scenario Value V E M L H V E M LC V E M L O
= 2, Ī = 4 All vaccinations (50%) occurred prior to the study True 0.477 0.747 0.607
Estimate (95% CI) 0.474 (0.349, 0.599) 0.703 (0.635, 0.770) 0.602 (0.546, 0.657)
Bias −0.003 −0.044 −0.005
SE (Empirical) 0.064 0.035 0.028
SE (Bootstrap) 0.074 0.031 0.032

Vaccinations occurred prior to the study (25%), in month 1 (15%), and in month 2 (10%) True 0.471 0.745 0.606
Estimate (95% CI) 0.470 (0.327, 0.612) 0.699 (0.630, 0.768) 0.600 (0.531, 0.669)
Bias −0.001 −0.046 −0.006
SE (Empirical) 0.073 0.035 0.035
SE (Bootstrap) 0.070 0.034 0.033

= 2.7, Ī = 5 All vaccinations (50%) occurred prior to the study True 0.469 0.745 0.605
Estimate (95% CI) 0.440 (0.303, 0.577) 0.679 (0.617, 0.740) 0.589 (0.542, 0.636)
Bias −0.029 −0.066 −0.016
SE (Empirical) 0.070 0.031 0.024
SE (Bootstrap) 0.074 0.028 0.027

Vaccinations occurred prior to the study (25%), in month 1 (15%), and in month 2 (10%) True 0.462 0.743 0.604
Estimate (95% CI) 0.442 (0.298, 0.559) 0.657 (0.584, 0.720) 0.575 (0.525, 0.623)
Bias −0.020 −0.086 −0.029
SE (Empirical) 0.067 0.035 0.026
SE (Bootstrap) 0.075 0.033 0.030

Bias of VE estimates were calculated allowing the latent and infectious periods to follow a distribution. V E M L H, V E M LC, and V E M L O denote VE estimates using the maximum likelihood approach against household, community, and overall transmission, respectively. We considered two situations. First, the mean length of the latent () and infectious (Ī) periods were = 2 and Ī = 4 (i.e., they were correctly specified). Second, = 2.7 and Ī = 5 (i.e., they were misspecified). In both situations, during the estimation procedure, it was assumed that L=2 and I=4. VE estimates were obtained from 200 simulations under two different vaccination scenarios. SEs were calculated empirically and by parametric bootstrap.