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Economics · Ch 12 — Introduction to Statistical Methods and Econometrics

Measures of Central Tendency: Mean, Median and Mode

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Measures of Central Tendency: Mean, Median and Mode

Arithmetic Mean is the sum of all observations divided by their number. For ungrouped data:

Xˉ=∑Xn\bar{X} = \frac{\sum X}{n}

For data given as a discrete frequency series (each value X occurring with frequency f):

Xˉ=∑fX∑f\bar{X} = \frac{\sum fX}{\sum 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 (n+12)th\left(\frac{n+1}{2}\right)^{th} 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 N2\frac{N}{2} — and is computed as:

Median=L+N2−cff×h\text{Median} = L + \frac{\frac{N}{2} - cf}{f} \times h

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:

Mode=L+f1−f02f1−f0−f2×h\text{Mode} = L + \frac{f_1 - f_0}{2f_1 - f_0 - f_2} \times h

where L = lower limit of the modal class, f1f_1 = frequency of the modal class, f0f_0 = frequency of the class preceding it, f2f_2 = frequency of the class succeeding it, and h = class width. …

Definition 1Arithmetic Mean

The sum of all observations (or, for frequency data, the sum of each value weighted by its frequency) divided by the total n …

Definition 2Median

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 …

Definition 3Mode

The most frequently occurring value in a series; for grouped data it is located within the modal class — the class …