Question

Difficulty: HardMeasures of Dispersion

The set of four numbers {x,6,8,10}\{x, 6, 8, 10\} has a variance of 55. Given that x<6x < 6, find the value of xx.

Answer: 4

Answer

The value of xx is 4.
By expressing the mean as xˉ=x+244\bar{x} = \frac{x+24}{4} and setting the sum of squared deviations divided by 4 equal to 5, we arrive at the quadratic equation x216x+48=0x^2 - 16x + 48 = 0. Solving this equation gives two possible values, x=4x = 4 and x=12x = 12. Applying the restriction x<6x < 6 uniquely identifies x=4x = 4 as the correct solution.

Step-by-Step Solution

1
Calculate the mean of the dataset in terms of xx
xˉ=x+244\bar{x} = \frac{x + 24}{4}
The mean of a dataset is the sum of all values divided by the total number of items.
2
Write the variance equation using the formula σ2=(xixˉ)2N\sigma^2 = \frac{\sum (x_i - \bar{x})^2}{N}
\frac{(x - \bar{x})^2 + (6 - \bar{x})^2 + (8 - \bar{x})^2 + (10 - \bar{x})^2}{4} = 5
The given variance is 5 and the number of observations N=4N = 4.
3
Substitute xˉ=x+244\bar{x} = \frac{x + 24}{4} and expand the squared deviations
\frac{3}{16}x^2 - 3x + 14 = 5 \implies x^2 - 16x + 48 = 0
Expanding the squared terms and multiplying through by 163\frac{16}{3} yields a standard quadratic equation.
4
Solve the quadratic equation x216x+48=0x^2 - 16x + 48 = 0 for xx
(x - 4)(x - 12) = 0 \implies x = 4 \text{ or } x = 12
Factoring the quadratic equation gives two possible roots.
5
Apply the given condition x<6x < 6
x = 4
Since x<6x < 6, we reject x=12x = 12 and select x=4x = 4.

Key Concept

Variance of Ungrouped Data and Algebraic Problem Solving
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