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The first qualitative characteristic of outlier removal is a level of noise preserved in the model afterwards.
This paper presents a probability box methodology that enables various representations of uncertainty to be simultaneously propagated through a model while separation of aleatory and epistemic uncertainties is preserved in the model output.
In our model, we chose 0.9 to be the censoring point so that 1 was preserved in the model and 0 was censored.
Note the dose-escalation of liraglutide from 1.2 mg to 1.8 mg was preserved in the model analysis since no clinical data was available for 1.2 mg dose.
These atom pairs define a set of local distances L. A distance is considered preserved in the model M if it is, within a certain tolerance threshold, the same as the corresponding distance in.
Because lDDT scores express the percentage of inter-atomic distances present in the target structure that are also preserved in the model, a value of '0' corresponds to 0 conserved distances, and '1' to a perfect model.
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But the method employed there does not seem to be appropriate to deal with polynomials of higher degrees that appear when other parameters such as the continuity of the curvature need to be preserved in the models.
Ideally, the upgridding process should be conducted such that the dynamic performance of geo-cellular model is preserved in the upgridded model.
Even in such discouraging circumstances, by effectively exploiting the geometrical information preserved in the manifold model, we are able to accurately reconstruct both the underlying scene and the camera positions.
The later were preserved in the final model independently of the significance attained, while other variables were dropped by backward elimination.
The effects of these changes are to increase excitability and bursting frequency in a single cell, properties that are preserved in the reduced model we used for fast-slow analysis.
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