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The simulation results showed that the de Haan and the Conditional Mean Exceedance (CME) methods performed consistently better than the Pickands method (NIST implementation).
The under-sampling and over-sampling methods performed consistently well and resulted in higher sensitivity on both data sets.
All methods performed consistently when measuring both F and Y concentration data and demonstrated similar trends in underestimation in recovery curves.
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Our study shows, using four real data sets from different areas, that our methods perform consistently well compared to widely used classification methods.
In contrast, the eSS2b method performed consistently well, solving all the problems in reasonable computation time using its default options (i.e. without the need of tweaking the method's search options with preliminary runs).
The guanidinium method performs consistently for samples with different qualities of starting RNA and is therefore the best method for aRNA purification.
We have described the use of a random covariate, SRC B/ SRC W, to achieve correct testing results for training cohort data and moderately improve power as compared to the use of SC B/ SC W. Simulation study shows that our proposed method performs consistently better than SC B/ SC W, because the quadratic term utilized in the SRC B/ SRC W method takes into account error in the compound covariate.
RMA was the method which performed consistently well in all comparisons.
The HRT subjects performed consistently using both scaling methods.
Methods for the identification, serotyping and antimicrobial susceptibility testing of pneumococcal isolates were performed consistently throughout the study period as previously described [ 13].
Percutaneous tracheostomies were performed consistently by the Portex Blue Rhino™ (Portex, UK) dilational method under direct bronchoscopic control.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com