An outlier is an ANOMALY, or something that stands out from the rest. It is an observation that lies outside the overall pattern of a dataset. Outliers can be caused by variability in the data, or by errors in the data collection process. Outliers can also be caused by extreme values that are not necessarily errors. Outliers can have a significant impact on statistical analyses and should be identified and handled appropriately.