In: Statistics and Probability
Solution:
The formulas for mean, variance, and standard deviation for population are given as below:
Range = Maximum - Minimum
Population Mean = µ = ∑ X/n
Population Variance = σ2 = ∑[ (X - µ)^2]/n
Population Standard deviation = σ = Sqrt(σ2) = Sqrt(Variance)
The calculation table is given as below:
No. |
X |
(X - µ)^2 |
1 |
2 |
46.24 |
2 |
2 |
46.24 |
3 |
4 |
23.04 |
4 |
6 |
7.84 |
5 |
10 |
1.44 |
6 |
10 |
1.44 |
7 |
10 |
1.44 |
8 |
14 |
27.04 |
9 |
15 |
38.44 |
10 |
15 |
38.44 |
Total |
88 |
231.6 |
From above table, we have
Maximum = 15
Minimum = 2
Range = Maximum - Minimum
Range = 15 - 2
Range = 13
n = 10
Population Mean = µ = ∑ X/n = 88/10 = 8.8
Population Mean = 8.8
Population Variance = σ2 = ∑[ (X - µ)^2]/n
Population Variance = σ2 = 231.6 / 10
Population Variance = σ2 = 23.16
Population Standard deviation = σ = Sqrt(σ2) = Sqrt(23.16) = 4.81248377
Population Standard deviation = 4.81248377