Economics · Ch 12 — Introduction to Statistical Methods and Econometrics
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
Arithmetic Mean is the sum of all observations divided by their number. For ungrouped data:
For data given as a discrete frequency series (each value X occurring with frequency f):
Median is the value of the middle-most observation when the data is arranged in ascending (or descending) order — it divides the series exactly into two equal halves. For an ungrouped series with n observations in order, the median is the value of the observation (for odd n). For a continuous (grouped) series, the median lies within the median class — the class in which the cumulative frequency first equals or exceeds — and is computed as:
where L = lower limit of the median class, cf = cumulative frequency of the class preceding the median class, f = frequency of the median class, and h = class width.
Mode is the value that occurs most frequently in a series — the most 'typical' or fashionable value. For a continuous series, the mode lies within the modal class — the class with the highest frequency — and is computed as:
where L = lower limit of the modal class, = frequency of the modal class, = frequency of the class preceding it, = frequency of the class succeeding it, and h = class width. …
The sum of all observations (or, for frequency data, the sum of each value weighted by its frequency) divided by the total n …
The value of the middle-most item in a series arranged in order of magnitude; for grouped data it is located within the median class usi …
The most frequently occurring value in a series; for grouped data it is located within the modal class — the class …