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We are concerned with the large number of models and determinations of statistical significance.
Comparison of the IR properties of the actual genome with their distributions in randomized sequences allows determinations of statistical significance for each inherent and distributional attribute, as described below.
The lack of independence between the samples used for RF feature selection (stage 1) and the samples used for determinations of statistical significance (stage 2) was another limitation, and may have led to some over-fitting during stage 2 analyses.
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Determination of statistical significance was determined through use of a one or two-tailed Student's t-Test for independent samples in Microsoft Excel, or through GraphPad's Prism software for linear regression analysis.
Determination of statistical significant difference between the sensitivities determined for the different extraction methods using the five amplification methods was performed by the Kruskal-Wallis test, followed by the Mann-Whitney U test.
A simplified experimental fracture mechanics framework is presented for the determination of statistical fatigue crack growth parameters from two fatigue tests.
In addition, experiments based on the observation of single drop break-up downstream of the orifice have allowed the identification of different break-up mechanisms, and the determination of statistical quantities such as the break-up probability, the mean number of fragments and the daughter drop distribution.
Determination of statistical significance was done by ANOVA SAS IncCaryary, NC, USA).
Computational co-registration of all the 3D images allows the determination of statistical parametric maps (SPM) that identify changes on a voxel-wise basis without the need to define regions of interest.
In this paper, we adopt this approach, using a relatively small sample size to enable accurate determination of statistical power while simultaneously identifying an initial set of putative biomarkers.
DFA is a method for determination of statistical self-affinity of a signal.
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