Central Tendency & DispersionMTP Nov 21Question 3178 of 473
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If all the observations are decreased by 4, find the relation between new SD and old SD.

Options

ANew SD = Old SD/2
BNew SD = Old SD - 2
CNew SD = Old SD - 4
DRemains unchanged
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Correct Answer

✅ Option d — Remains unchanged

All Options:

  • ANew SD = Old SD/2
  • BNew SD = Old SD - 2
  • CNew SD = Old SD - 4
  • DRemains unchanged

Detailed Solution & Explanation

**Concept:** SD is independent of change of origin. Subtracting a constant from all observations does NOT change the SD. **Proof:** If xi′=xi−4\displaystyle x_i' = x_i - 4, then xˉ′=xˉ−4\displaystyle \bar{x}' = \bar{x} - 4. xi′−xˉ′=(xi−4)−(xˉ−4)=xi−xˉx_i' - \bar{x}' = (x_i - 4) - (\bar{x} - 4) = x_i - \bar{x} Deviations unchanged ⇒\displaystyle \Rightarrow Variance unchanged ⇒\displaystyle \Rightarrow SD unchanged. **New SD = Old SD** (Remains unchanged). The given `correct_option` 'b' (New SD = Old SD - 2) is incorrect. Hence, **Option D** is the correct answer.

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