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Exact(4)
Those were vials with media and samples of the model materials on which no fungal spores were inoculated.
Submodels in an ensemble model which have been trained on different subsets of a shared training pool represent multiple samples of the model space, and the degree of agreement among them contains information on the reliability of ensemble predictions.
To account for model sensitivity to individual parameters, Latin hypercube sampling (LHS) was used to take many representative samples of the model dynamics across the parameter space.
Reliability of EBV was calculated as: (10) r 2 = 1 − S E P 2 σ s 2 Posterior statistics for any function of the model parameters can be easily obtained when such a function is computed on the primary MCMC samples of the model parameters.
Similar(55)
The effect of volume of sample on the model solutions were investigated within the range of 10 250 mL.
This was mainly because the number of samples for the model construction was limited.
As a result of the sampling of the model (22) is usually only approximative, and is an approximation of the channel output.
Figure 5 provides a sample of the model yield profiles available as a result of using population balances with α≠0.
Tracer version 1.4.1 was used to assess the proper burn-in and sampling of the model parameters.
History matching requires sampling of the model input space and comparison of model outputs to observations, and thus requires only 'forward' model evaluations.
Tumor heterogeneity was simulated via Monte Carlo sampling of the model parameters (prospective biomarkers) listed in Table S1 from log-uniform distributions.
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