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To point up the importance of the difference between the estimations distributions in MAR scenarios, histograms of all estimates according to the method used are provided in Figure 1 for scenarios 3 (MCAR) and 5 (MAR).
Furthermore, another difference between the estimations with and without the introduction is the distribution form of the estimated values, although the numbers of trial successes in the optimization were different with and without the introduction (see details in Methods).
The t-value is calculated as the difference between the estimations divided by the standard error (NIStot-HFtot)/ NISeststd err).
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Finally, even though simulated isotherms, diffusivity and mixture selectivity are consistent with available experiments and the same data have been used for estimating permeance of the membrane, the difference between the estimation and measurement of the permeation at low pressure is considerable.
There is an interesting difference between the estimation quality of the parameters in the two different branches, though.
To study the effectiveness of the proposed strategy, we analyze the cost deviation, which depicts the difference between the estimation quality with and without the proposed attack strategy.
However, in the second case with the nonhomogeneous upstream terrain conditions, the difference between the estimation of the wind energy potential and the calculation using the field measurements is increased by up to 20%.
In the first case, where the upstream terrain is homogeneous, the difference between the estimation of wind energy potential and the calculation using the field measurements is less than 5%.
In Figure 9, there is a difference between the estimation and the ground truth.
The correlation coefficient is 0.998, indicating there is almost no difference between the estimation variance of the two.
The reason for that was the fact that, when computing the RTTVAR in Equation 2, the difference between the estimation and the RTT sample (|SampleRTT-EstimatedRTT|) is used.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com