Measures of symmetry
Classical measure
- coefficient of skewness
- Positive for right-tailed distributions
- Significantly affected by outliers
Resistant measures
- Quartile skew coefficient
- Difference in length of the upper and lower quartiles divided by IQR
- Not sensitive to extreme values
Both measures provide similar information