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With these simulated variables we run three new regressions.
This approach ensures that large-sample means of all simulated variables are equal to the means in the input data.
The underestimation, e.g. negative bias, of rainfall measurements had a larger impact on the simulated variables than an overestimation.
For the reported batch experiments, the comparison between experimental and simulated variables such as the supersaturation and the final CSD was satisfactory.
Despite gross uncertainty associated with the field data, the model could generally provide good predictions of the simulated variables and meet the management purposes.
To assess the goodness of calibration and validation, four measures were applied: (i) percentage of data bracketed by 95% prediction uncertainty or P-factor (95PPU) calculated at 2.5% and 97.5% intervals of the simulated variables, (ii) R-factor, which is the ratio of average thickness of the PPU, (iii) Nash Sutcliffe coefficient (NSE), and (iv) determination of coefficient (R2).
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EMVC optimization of the simulated variable groups was performed without bootstrapping and using 50 bootstrap resampled datasets.
The word 'true' here refers not to the true value of some real individual in the real world, but rather the true values (without error) of each simulated variable in each simulated subject within ESPRESSO.
Paul Ricard's variable sprinkler system allowed Pirelli to test with different amounts of water on the track in order to simulate variable conditions.
We illustrate the effectiveness of the scheme by simulating variable density incompressible viscous flows.
A new computer code (MITSU3D) has been developed to simulate variable density-dependent flow in porous media.
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