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Although this data-driven method enabled to decide criteria of outliers without any arbitrary assumption, the method might not provide rationale to remove the outliers by itself because it could not clarify that the data categorized as outliers in this study were derived from noises or true outliers.
The rationale to remove common k-mers between targets (at any taxonomy level defined by the user) is that they increase the "noise" in the classification process.
Importantly, establishing a health rationale to remove lead from gasoline in the United States also served as an impetus for other nations to take similar actions.
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The rationale is to remove a part of the neurocranium in order to create space to accommodate the swollen brain, to avoid ventricular compression, to reverse brain tissue shifts, and to prevent secondary mechanical tissue damage.
The two unanimous rulings found that the rendition programme was completely illegal, as its rationale had been "specifically to remove those persons from any legal protection against torture and enforced disappearance and to strip them of any safeguards afforded by both the US constitution and international law".
The basic rationale of normalization is to remove or adjust for artifacts caused by microarray technology rather than biological differences of the samples between printed probes.
ProtecT therefore used a nested trial of recruitment strategies, including nurse-led information on the rationale for the trial, to remove investigator bias from the information and consent process.
The rationale behind that decision was to remove roadblocks to technology innovation, so that U.S.-based automakers don't get left behind as competitors from other countries beat them to market with self-driving cars.
The rationale of risk adjustment is to remove sources of variation that are institution-independent, the goal being that the residual differences reflect actual differences in quality of care.
In an announcement intended to remove the prime rationale for an American missile defense plan, Russia's president, Vladimir V. Putin, said today that North Korea had offered to abandon its missile program if other nations would provide it with rockets to launch satellites into space.
The rationale for the first decision was to remove the threat of a hostile dictator armed with weapons of mass destruction.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com