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This study described an optimized statistical analysis procedure for NIRS SPM analysis that involves dealing with rCBF data contaminated by motion artifacts.
We carry out a standard machine learning statistical analysis procedure to identify a subset of outstanding configurations of the proposed evolution strategies.
With this in mind, the goals of this paper are (1) to introduce an experimental protocol and a statistical analysis procedure for quantitatively evaluating how motion-sickness is developed during car-driving, and (2) to demonstrate their practical usefulness with a working experimental study.
The "classical" statistical analysis procedure compares endpoints between groups by applying statistical tests.
In a next step, a statistical analysis procedure has been developed to obtain accumulated reactivity maps for Brønsted acid domains present within the FCC catalyst particles.
Clearly the ability to detect DE is strongly associated with transcript length for RNA-seq regardless of the platform, statistical analysis procedure or overall proportion of differential expression.
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The statistical analysis procedures chosen for these studies are often suboptimal, either because of violations of the assumptions of the procedure or because the analysis selected is inappropriate for the research question.
In addition to the tutorials, two experiments using these designs with a single 8-year-old participant with Childhood Apraxia of Speech are presented to demonstrate the utility of these designs and the application of the associated statistical analysis procedures.
The routine involves flipping the realigned and unwarped images about the anterior-posterior axis, and subsequently performing the normalisation, smoothing and statistical analysis procedures on these flipped images.
Our results are consistent through two different normalization methods and two different statistical analysis procedures.
All the statistical analysis procedures were carried out with the JMP software [ 23].
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