Concept:The formula calculates the average absolute deviation of data values from the arithmetic mean in a grouped frequency distribution.
Explanation:In the formula,
x is each observed value,
f is its frequency,
xˉ is the arithmetic mean, and
N is the total number of items, where
N=∑f.
The expression
N∑f(x−xˉ) measures the average distance between the data values and the mean.
For grouped data, mean deviation is written as
N∑f∣x−xˉ∣, where the vertical bars show that only the absolute values of the deviations are summed.
It is not variance or standard deviation, because those formulas square the deviations as
(x−xˉ)2.
It is not a quartile, since a quartile is a positional value and is not obtained from deviations about the mean.
Hence, the formula is used for mean deviation.
Answer:D. mean deviation