Statistics
Mean and Variance
Grade 11
Question:
<p>The mean of 5 observations \(x_1, x_2, x_3, x_4, x_5\) is 5 and their variance is 124. If three of the observations are 3, 4, and 11, find \(\displaystyle\sum_{i=1}^{5}|x_i - 5|\).</p>
<p>2.0</p>
<p>2.4</p>
<p>2.8</p>
<p>3.2</p>
Step-by-Step Solution
Key Concept: Use the variance formula to find the sum of squares of deviations, then systematically determine the two unknown observations by solving the constraint equations that arise from the mean and variance conditions.
<p><strong>Step 1:</strong> From mean = 5: $x_1 + x_2 + x_3 + x_4 + x_5 = 25$</p><p>With three observations as 3, 4, 11: $3 + 4 + 11 + x_4 + x_5 = 25$</p><p>Therefore: $x_4 + x_5 = 7$</p><p><strong>Step 2:</strong> From variance = 124: $\frac{1}{5}\sum_{i=1}^{5}(x_i - 5)^2 = 124$</p><p>So: $\sum_{i=1}^{5}(x_i - 5)^2 = 620$</p><p><strong>Step 3:</strong> Calculate known terms: $(3-5)^2 + (4-5)^2 + (11-5)^2 = 4 + 1 + 36 = 41$</p><p>Therefore: $(x_4 - 5)^2 + (x_5 - 5)^2 = 579$</p><p><strong>Step 4:</strong> Let $x_4 - 5 = a$ and $x_5 - 5 = b$. Then $a + b = -3$ (since $x_4 + x_5 = 7$) and $a^2 + b^2 = 579$</p><p>From $(a+b)^2 = a^2 + 2ab + b^2$: $9 = 579 + 2ab$, so $ab = -285$</p><p><strong>Step 5:</strong> The values $a, b$ satisfy $t^2 + 3t - 285 = 0$, giving $t = \frac{-3 \pm \sqrt{9+1140}}{2} = \frac{-3 \pm 33}{2}$</p><p>So $a = 15, b = -18$ (or vice versa), meaning $x_4 = 20, x_5 = -13$ (or vice versa)</p><p><strong>Step 6:</strong> $|3-5| + |4-5| + |11-5| + |20-5| + |-13-5| = 2 + 1 + 6 + 15 + 18 = 42$</p><p>∴ Answer: C</p>
Correct Answer: C