Q263 / 269 · NDA 2025 (Phase 1) · Mathematics
The standard deviation of 100 observations is 10. If 5 is added to each observation and then divided by 20, then what will be the new standard deviation?
- A$0.25$
- Correct answerB$0.5$
- C$0.75$
- D$1.00$
Solution
Let the original observations be $x_1, x_2, \dots, x_{100}$.
The standard deviation of these observations is $\sigma_x = 10$.
The new observations are given by $y_i = \dfrac{x_i + 5}{20} = \dfrac{1}{20}x_i + \dfrac{1}{4}$.
If a new variable is defined as $y_i = ax_i + b$, its standard deviation is given by $\sigma_y = |a|\sigma_x$.
Substituting $a = \dfrac{1}{20}$ and $\sigma_x = 10$:
$\sigma_y = \left| \dfrac{1}{20} \right| \times 10 = 0.5$
The new standard deviation is $0.5$.
Answer: $0.5$
The standard deviation of these observations is $\sigma_x = 10$.
The new observations are given by $y_i = \dfrac{x_i + 5}{20} = \dfrac{1}{20}x_i + \dfrac{1}{4}$.
If a new variable is defined as $y_i = ax_i + b$, its standard deviation is given by $\sigma_y = |a|\sigma_x$.
Substituting $a = \dfrac{1}{20}$ and $\sigma_x = 10$:
$\sigma_y = \left| \dfrac{1}{20} \right| \times 10 = 0.5$
The new standard deviation is $0.5$.
Answer: $0.5$
Hence, the correct answer is option: 'B'.