Dynamics and StatisticsHardBloom L3
Question
The mean and variance of 10 observations are 9 and 34.2, respectively. If 8 of these observations are $2, 3, 5, 10, 11, 13, 15, 21$, find the mean deviation about the median of all 10 observations.
Options
A.$5$
B.$4$
C.$6$
D.$7$
Solution
**Step 1: Find the remaining two observations $a$ and $b$.**
Sum of the 8 given observations:
$$2+3+5+10+11+13+15+21 = 80$$
Using the mean condition:
$$\frac{80 + a + b}{10} = 9 \implies a + b = 10 \quad \cdots (1)$$
**Step 2: Apply the variance condition.**
Sum of squares of the 8 given observations:
$$4+9+25+100+121+169+225+441 = 1094$$
$$\frac{\sum x_i^2}{10} - \bar{x}^2 = 34.2 \implies \frac{1094 + a^2 + b^2}{10} - 81 = 34.2$$
$$\implies a^2 + b^2 = 1152 - 1094 = 58 \quad \cdots (2)$$
**Step 3: Solve for $a$ and $b$.**
From (1) and (2):
$$(a+b)^2 - 2ab = 58 \implies 100 - 2ab = 58 \implies ab = 21$$
So $a$ and $b$ are roots of:
$$t^2 - 10t + 21 = 0 \implies (t-3)(t-7) = 0$$
Thus $\{a, b\} = \{3, 7\}$.
**Step 4: Arrange all 10 observations in ascending order.**
$$2,\ 3,\ 3,\ 5,\ 7,\ 10,\ 11,\ 13,\ 15,\ 21$$
**Step 5: Find the median.**
For 10 observations, median $= \dfrac{5^{\text{th}} + 6^{\text{th}}}{2} = \dfrac{7 + 10}{2} = 8.5$
**Step 6: Compute the mean deviation about the median.**
$$\text{MD} = \frac{1}{10}\sum_{i=1}^{10}|x_i - 8.5|$$
$$= \frac{1}{10}\big(6.5 + 5.5 + 5.5 + 3.5 + 1.5 + 1.5 + 2.5 + 4.5 + 6.5 + 12.5\big)$$
$$= \frac{50}{10} = 5$$
**Answer: (A) $5$**
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