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They cooperate for providing a global estimator of the variable of interest and, at the same time, an approximation of the posterior density of each model given the data.
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Fig. 2 Comparison of the densities of each model fits.
Open image in new window Fig. 2 Probability density function of each model.
Firstly, Bayes formula is used to convert the original expression of global reliability sensitivity index into an equivalent form where only the unconditional failure probability and the failure-conditional probability density function (PDF) of each model input variable are required.
We used human population pressure instead of human population density in each model.
To summarize, the electronic density-of-states model described above is well-calibrated to the experimentally measured density and dynamics of the band tail states.
From the area of highest posterior density in the posterior distribution of each model parameter we obtained Bayesian credible intervals (CI) that defined a 95% probability of a given parameter lying within the CI range.
In other words, the gas particle mixture is treated as a single-phase fluid whose bulk density is represented by averaging the density of each component in the numerical model.
The power densities of model A and model B are 21.92 μW/cm3 and 52.02 μW/cm3, respectively, at an acceleration of 0.5 g.
Vazquez, H., Flores, F. & Kahn, A. Induced density of states model for weakly-interacting organic semiconductor interfaces.
From the figures, the transmitting density of MMHCP model is also closer to the simulation than the other two models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com