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Restriction alone is a weak method for controlling confounding, and this can only be achieved by proper statistical analysis.
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The obtained results, also supported by a proper statistical analysis, demonstrate the effectiveness of the proposed approach for solving the tool change scheduling problem at hand.
Thus, to accurately diagnose resistance on the basis of FECRT data, it is important to reduce levels of variability through improved study design, and then deal with inherent variability that cannot be removed, by performing thorough and proper statistical analysis.
There were cases in which a proper statistical analysis was not performed by the authors and individual data were poorly reported.
"While I'm quite cautious and sceptical about the data myself, I have to say after a proper statistical analysis that, to our surprise, we found something there," said Cajochen.
In this case a more proper statistical analysis should be done conditional on the sign of Δ.
Proper statistical analysis must be done in order to determine whether such a relationship exists.
But expert opinion cannot substitute for the intermediate stage, proper statistical analysis of the data.
When the FDA decides whether to allow a new medical treatment on the market, it requires experimental data and proper statistical analysis to guide decisions.
Thus, a proper statistical analysis is not misleading, but allows one to come to a sound conclusion.
All experiments were conducted at least three times for proper statistical analysis unless otherwise noted in the text.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com