verb
to winsorize means to adjust a data set by limiting extreme values to reduce the impact of outliers
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In statistical analysis, one common technique is to winsorize the data to remove extreme outliers.
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When cleaning up the data, we can winsorize the outliers to get a more accurate picture.
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Let's winsorize the data so we can get rid of those crazy outliers.
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Just like trimming the edges of a picture, winsorizing helps to clean up the data.