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Treating outliers with caution is reasonable.
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Many techniques destroy the natural variation in the data and treat outliers as anomalies to be edited or ignored.
In many cases, especially in experimental results, some of the data should be treated outliers.
In our future work, we plan to extend the PMR-Transitive heuristic to manage multiple data types and to treat outliers while keeping its characteristics and benefits.
Another limitation is the approach to treat outliers in this study.
We arrive at the same finding regardless of the statistical test we employ or the approach to treating potential outliers in the data.
In this case, the drafters of the report lowered the bottom end in a range of temperatures for how much the earth could warm, treating the outlier science as credible.
This is the right standard, Nussbaum argues, because it treats religious outliers as the equals of the majority, who weren't being asked to work on Sunday, their day of rest.
The contrast between Mansfield's message and Fischer's in some ways captures a larger split within the evangelical Christian movement, concerning how much tolerance to show towards those who in the past may have been treated as outliers, including homosexuals.
As another American writer, Colin Dayan, notes in her own philosophically challenging book, With Dogs at the Edge of Life, which delves into the vexed issues of the way we treat these outliers of our lives, "dogs bear the burden of revelation … seeping between entities".
Similarly, the higher-order multipath are treated as outliers by the clustering algorithm and are rejected.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com