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The study concentrates on two issues: firstly, what methodology should be pursued to accurately model an evacuation problem and the derivation and extent of parameters needed to fully utilise the potentials of the advanced computer models, in this case, the buildingEXODUS; the second issue is an investigation of the evacuation behaviour in a high-rise office building in Istanbul.
A superimposed grid indicating the centre point and the central mm was used for grading of location and extent of parameters.
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The Simulation Extrapolation method (SIMEX) is used to determine the extent of parameter bias present in the rainfall reflectivity relationship as a result of this uncertainty.
Figure 6 shows that the performance of the data assimilation system degrades gracefully as the extent of parameter misspecification increases.
The advantage of μ-analysis over Monte Carlo methods is that, due to its deterministic nature, it can compute the extent of parameter uncertainty for which the model is guaranteed to produce the desired behavior.
Nevertheless, the extent of parameter modification in this study was influenced by probable random error margins in routine DSS procedures, which are unlikely to exceed 10% in most instances, as well as by issues of presenting the results – in our experiment, parameter modification of less than 10% failed to show any substantial differences in population representation and mortality patterns.
Published ranges and confidence intervals where available determined the extent of the parameters.
The basic idea is that the extent of the parameter space, for which a key function of a system is maintained, can be seen as a possible measure for robustness of a biochemical network towards this function [4], [8].
To assess convergence we monitored the extent of autocorrelation, parameter trend lines and the effective sample size (ESS) throughout the run and we also compared the results between three independent runs.
While all these types of models have been used to describe lymphocyte proliferation and death and to estimate the birth and death rates, it still remains unclear to what extent the models are inter-changeable and to what extent the estimates of parameters depend on the choice of a specific model and on the choice of the inter-division and death distributions.
We check to what extent the choices of parameters affect the method performance.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com