Question: why is it important to identify and understand outliers?
Answer: By definition outliers are points that are distant from remaining observations. ... Outliers are very important because they affect the mean and median which in turn affects the error (absolute and mean) in any data set. When you plot the error you might get big deviations if outliers are in the data set.