An outlier can be defined in terms of bquartiles/b, as any value which is:
either (> Q3 + 1.5×IQR )
or (< Q1 - 1.5×IQR )
Alternatively, an outlier can be defined in terms of the bmean and standard deviation/b, as any value which is:
either (> \bar{x} + 2\sigma )
or (< \bar{x} - 2\sigma )
Questions may specify different parameters, such as (\pm 3\sigma).
bCleaning data/b is the process of removing outliers from a data set.