One random sample of five customers purchased these numbers of magazines: 1, 6, 3, 2, 3. Find the sample mean, sample variance, and sample deviation
The formulas for mean, variance, and standard deviation for sample are given as below:
Sample Mean = X̄ = ∑ X/n
Sample Variance = S2 = ∑[ (X - mean)^2]/(n - 1)
Sample Standard deviation = S = Sqrt(S2) = Sqrt(Variance)
The calculation table is given as below:
No. |
X |
(X - mean)^2 |
1 |
1 |
4 |
2 |
6 |
9 |
3 |
3 |
0 |
4 |
2 |
1 |
5 |
3 |
0 |
Total |
15 |
14 |
From above table, we have
n = 5
Sample Mean = X̄ = 15/5 = 3
Sample Variance = S2 = 14/(5 - 1) = 14/4 = 3.5
Sample Standard deviation = S = sqrt(3.5) = 1.87
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