Dynamics and StatisticsHard
Question
If the mean deviation about the median of the numbers $k, 2k, 3k, \ldots, 1000k$ is $500$, then $k^2$ is equal to:
Options
A.$16$
B.$4$
C.$1$
D.$9$
Solution
**Given:** Numbers: $k, 2k, 3k, \ldots, 1000k$ — an AP with $n = 1000$ terms; Mean Deviation about median $= 500$.
**Step 1: Find the Median**
Since $n = 1000$ (even),
$$\text{Median} = \frac{x_{500} + x_{501}}{2} = \frac{500k + 501k}{2} = \frac{1001k}{2}$$
**Step 2: Set Up Mean Deviation Formula**
$$\text{MD} = \frac{1}{1000}\sum_{i=1}^{1000}\left|ik - \frac{1001k}{2}\right|$$
**Step 3: Apply Symmetry**
For $i = 1$ to $500$: $\left|ik - \dfrac{1001k}{2}\right| = \dfrac{k(1001 - 2i)}{2}$ (positive, since $2i \leq 1000 < 1001$).
By symmetry of the AP about the median:
$$\text{MD} = \frac{2}{1000} \cdot \sum_{i=1}^{500} \frac{k(1001 - 2i)}{2} = \frac{k}{1000}\sum_{i=1}^{500}(1001 - 2i)$$
**Step 4: Evaluate the Sum**
$$\sum_{i=1}^{500}(1001 - 2i) = 1000 \cdot 1001/2 \cdot \frac{1}{1} - 2 \cdot \frac{500 \cdot 501}{2}$$
$$= 500 \times 1001 - 500 \times 501 = 500(1001 - 501) = 500 \times 500 = 250000$$
**Step 5: Solve for $k$**
$$\text{MD} = \frac{k \times 250000}{1000} = 250k$$
$$250k = 500 \implies k = 2$$
**Step 6: Find $k^2$**
$$k^2 = (2)^2 = 4$$
**Answer: (B)**
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