Measures of Central Tendency
Generally, average value of a distribution in the middle part of the distribution, such type of values are known as measures of central tendency.
The following are the five measures of central tendency
1. Arithmetic Mean
2. Geometric Mean
3. Harmonic Mean
4. Median
5. Mode
Arithmetic Mean
The arithmetic mean is the amount secured by dividing the sum of values of the items in a series by the number.
1. Arithmetic Mean for Unclassified Data
If n numbers, x1, x2, x3,….., xn, then their arithmetic mean
2. Arithmetic Mean for Frequency Distribution
Let f1, f2 , fn be corresponding frequencies of x1, x2,…, xn. Then,
3. Arithmetic Mean for Classified Data
Class mark of the class interval a-b, then x = a + b / 2
For a classified data, we take the class marks x1, x2,…, xn of the classes as variables, then arithmetic mean
Step Deviation Method
where, A1 = assumed mean
ui = xi – A1 / h
fi = frequency
h = width of interval
4. Combined Mean
If x1, x2,…, xr be r groups of observations, then arithmetic mean of the combined group x is called the combined mean of the observation
A = n1 A1 + n2A2 +….+ nrAr / n1 + n2 +…+ nr
Ar = AM of collection xr
nr = total frequency of the collection xr
5. Weighted Arithmetic Mean
If w be the weight of the variable x, then the weighted AM
Aw = Σ wx / Σ w
Shortcut Method
Aw = Aw‘ + Σ wd / Σ w, Aw‘ = assumed mean
Σ wd = sum of products of the deviations and weight
Properties of Arithmetic Mean
(i) Mean is dependent of change of origin and change of scale.
(ii) Algebraic sum of the deviations of a set of values from their arithmetic mean is zero.
(iii) The sum of the squares of the deviations of a set of values is minimum when taken about mean.
Geometric Mean
If x1, x2,…, xn be n values of the variable, then
G = n√x1, x2,…, xn
or G = antilog [log x1 + log x2 + … + log xn / n]
For Frequency Distribution
or
Harmonic Mean (HM)
The harmonic mean of n items x1, x2,…, xn is defined as
If their corresponding frequencies f1, f2,…, fn respectively, then
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