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While the application of the stochastic methods does not require a validation set (since all the model parameters are estimated using other procedures, such as the maximum likelihood estimation), the same does not apply to the application of the machine learning methods (except NN_3).
Cases of the ICD-O-3 that were not included in the Child-Check Program were classified by using other procedures and the data entered manually.
A comparison of the lamin A and progerin interactomes has been described using other procedures (Kubben et al., 2010; Liu et al., 2011), but it is unclear whether any of the previously identified differential interactors had any functional role in the pathophysiology of HGPS.
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However, in order to accurately determine all its parameters, it was necessary to use other procedures and test signals.
For the reasons indicated, it can be said that it is advisable to use other procedures to select large size subsamples, so the representativeness of the original CSWL is improved with less reduction in the number of pensions.
I have come to understand that the medical practice and standard of care currently guide physicians to use other procedures to find the gestational age of the child, when abdominal ultrasounds cannot do so.
The second point is that for an orthogonal solution, the factor scores ("new" variables) will be uncorrelated, an important feature in using other statistical procedures, such as discriminant analysis and cluster analysis.
The chance of correctly inferring the true tree is also higher than using other Bayesian procedures that neglect the similarity between trees on neighboring regions.
The mechanisms of tendon healing have also been investigated using other experimental procedures [ 92].
We compared our results to those that can be obtained using other inferences procedures building on mutual information.
With this experimental protocol, we could not compare our results with the ones that would have been obtained by using other optimization procedures based on the assessment of mechanical properties (such as Cdyn).
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CEO of Professional Science Editing for Scientists @ prosciediting.com