Depends on whether the outlier was too small or too large.
If the outlier was too small, the mean without the outlier would
be larger. Conversely, if the outlier was too large, the mean
without the outlier would be smaller.
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No. A single observation can never be an outlier.
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Outlier does not affect the median.
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