Resistant measures of location
Median
- Central value when data are ranked (P0.5)
- Middle value for odd number of observations
- Average of middle two values for even number
- Only determined by order of data
- Resistant to outliers
Trimmed mean
- Average based on a “trimmed” sample
- Generally trim 25% of highest AND lowest values
- Resistant to extreme values