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The range of the averaged values of the experiment was much larger than the ranges of averaged values of the simulations.
The poor predictive values of the simulations without mental maps is further stressed by the fact that, in the very rare case where the distance travelled is well predicted, that is with a high detection field of 100 m and no preference for rare tree species, like Parinari (t = −1.478, df = 99, P = 0.143), the frequency of visits is dramatically underestimated (see Figs. 2, 3).
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Section IV presents the results of the performance evaluation of the proposed scheme and discusses the impact of different values of the simulation parameter on the performance of GLOBAL.
In the case n=30,p=2 and for four different values of the simulation sample size N, Table 1 presents the correspondingly calculated percentiles of orders 5 and 95, respectively, and the exact Fisher quantiles F 30,30,q =F 30,30,q (2),q∈{0.95, 0.95}.
These differences arise because priors play a crucial role in determining which areas of parameter space the values of the simulation will be drawn from, independent of the data at hand.
The left panel lists values of the simulation parameters and the right the estimates.
The dashed lines are curves according to the theoretical function (Eq. 2 using the numerical values of the simulation parameters S r, S t and the binding properties).
The total cumulative asbestos exposure (TCE; fibers per cubic centimeter × months) for each individual is the sum of the estimated background levels and the median values of the simulation output distribution for each individual: TCE i = ∑ kCBG i + CAC ik .
All the researchers can claim is that sampler A performs better than B for the particular values of the simulation parameters adopted in the study, but there are no guarantees that sampler A would outperform sampler B, had the researchers chosen a different set of simulation parameter values.
The choice of values for the simulations is discussed later in Section 'Simulation parameters'.
The E values are approximately symmetric around 0 (mean value of the simulations).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com