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Exact(7)
The estimations of the item parameters were set to the estimated values obtained in this model, allowing analysis of the effects of the variables gender, age, region and year of survey on the mean of the latent trait.
This matched well with the estimated values obtained from 3D-pharmacophore and 2D-QSAR studies (MIC = 67 μM and 92.9 μM, respectively).
For a specified sample size and k=500 estimated values obtained using one of the two referred starting values, we evaluate the average of those estimated vectors and the square root mean squared errors (SRMSEs).
Clearly, the estimated values obtained using the proposed method in comparison to that achieved by the other methods are much less scattered around the true values indicating a very high estimation accuracy.
The target property of the test well is predicted using three different tuned networks corresponding to three zones; and then the estimated values obtained from three different networks are concatenated to represent the predicted log along the complete depth range of the testing well.
We found that the estimated values obtained in each run were the same for all parameters up to the 5th decimal.
Similar(53)
Sectors that do not meet the minimum cutoff are flagged and their TFP estimates are replaced by an estimated value obtained on the corresponding macro-sector level.
Instead of using g(t), therefore, the estimated value obtained in the first stage is used, and then we define the residual vector as r x ( t ) = g ̂ ( t ) − h x ( t ).
Here we consider αmax = 1.1, whereas αmin assumes the best estimate value obtained from the calibration of the model to the H1N1pdm invasion data (see next Subsection) [18].
Some visual results are depicted in Figure 12 and also estimated SNR values (obtained by comparing to the "estimated" ground-truth data) are reported.
Using (11), an estimated value is obtained as (12).
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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