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By default, c 1 ∼ c 4 are chosen to be values corresponding to a one-sided P-value of 0.1 based on fitted normal distributions for E TF or A TG across all samples, with c 1 and c 3 taking values above the mean, and c 2 and c 4 taking values below the mean (Fig. 2A).
Instead of using primitive volumes, such as cuboids or cylinders, for approximating objects in point clouds, their volumetric structure has been estimated based on fitted generic shapes.
Based on fitted parameters, it was possible to differentiate between areas and relate these to design parameters such as sharp corners, welds or specific hydrodynamics as 2D, 3D or near-static flow conditions.
One crucial advantage of employing metabolite concentrations (based on fitted peak areas) is that pattern recognition is not hampered by intersample peak position and line width variation [36].
Third, based on fitted GLMMs, for each participant we calculated individual residuals as the difference between actual outcomes and the outcome that would be expected based on average control performance.
Based on fitted probe parameters, we calculate initial slope for all probes across both platforms at 1 pM and observe that median log2 initial slope in HuEx is 7.0 and is 1.7 times smaller on natural scale than in U133Plus2 with median log2 initial slope equal to 7.7, see Figure 2, Panel B.
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The number of non-detects in these datasets far exceeds what one would expect based on fitting a normal distribution to the detected Ct values.
These genetic algorithms were also compared with a "model-based approach" from the literature, which uses sequential fixing of the problem parameters based on fitting a linear model.
In clathration, separation also is based on fitting molecules into sites of specific dimensions.
LR estimates the confidence interval based on fitting the operating rules to the optimal deterministic solution.
The methodology is based on fitting PDA model results to available experimental data.
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