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Cases with more than the maximum acceptable number of items of missing data should be removed from the dataset before analysis.
And just last month an EU parliament committee called for it to be suspended — voicing specific concerns about the Facebook Cambridge Analytica scandal, and saying companies that fail to safeguard EU citizens' data should be removed from Privacy Shield.
In France, legislation has not precisely defined which type of data should be removed to de-identify health information.
However, if this mechanism is to be completely effective ethnically inclusive examinations to determine which data should be removed must be undertaken.
Multiunit data should be removed from the data set, or at the very least analyzed and reported separately in text and figures.
Given that this observation brings into question a published finding from the McBride lab, either the evidence for SUMO loss-of-function should be strengthened (e.g., by including blotting data) or the data should be removed.
Similar(53)
He argued that under Europe's data protection directive, "outdated, irrelevant or incorrect" information should be removed.
Disagreements about whether information should be removed or not will be overseen by national data protection agencies.
In case of real field data, outliers should be removed from data set before noise removal techniques are applied.
To avoid this problem, short data sessions should be removed from the dataset.
"If you think a particular variable or a particular data point should be removed, you should be able to publicly defend why … and report what the implications are for leaving it in versus taking it out.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com