Mean Deviation and its Coefficient
The mean deviation
(also called average deviation
), of a set of N numbers X1
is abreviated by MD and is defined by
is the arithmetic mean of the numbers and
is the absolute value of the deviation of Xj
Find the mean deviation of the set 2, 3, 4, 5, 6.
- The mean deviation is based on all the observations.
- Shows the dispersion of values around the measure of central tendency.
- It is easy to compute.
- Average deviation from mean is always zero in any data set. The MD avoids this problem by using absolute values to elimitate negative signs.
- The mean deviation is a better measure of absolute dispersion than the range and the quartile deviation.
the mean deviation is defined in terms of absolute deviations from the median or other average instead of from the mean:
- When the mean deviation is calculated about the median, the formula becomes:
- When the mean deviation is calculated about the mode, the formula becomes: