DS Analytical ExecutionStatistical

What statistical methods do you use for testing and removing outliers in a production dataset?

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Interview question asked to Data Scientists interviewing at Thumbtack, WorldRemit, ClassPass and other companies. Original question asked: What statistical methods do you use for testing and removing outliers in a production dataset?.