Question 12 Marks
In a series of $2 n$ observations, half of them equal to $a$ and remaining half equal $-a$. If the standard deviation of the observations is 2, then find the value of $|a|.$
Answer
View full question & answer→Total number of observations $=2 n$
Half are equal to $a$ and half are equal to $-a$.
Therefore, mean $\bar{x}=0$
Standard deviation $=\sqrt{\frac{n(-a-0)^2+n(a-0)^2}{2 n}}$
$\Rightarrow \quad 2=\sqrt{\frac{n a^2+n a^2}{2 n}}$
$\Rightarrow \quad 2=\sqrt{a^2}$
$\Rightarrow \quad a=2$
$\Rightarrow \quad|a|=2.$
Half are equal to $a$ and half are equal to $-a$.
Therefore, mean $\bar{x}=0$
Standard deviation $=\sqrt{\frac{n(-a-0)^2+n(a-0)^2}{2 n}}$
$\Rightarrow \quad 2=\sqrt{\frac{n a^2+n a^2}{2 n}}$
$\Rightarrow \quad 2=\sqrt{a^2}$
$\Rightarrow \quad a=2$
$\Rightarrow \quad|a|=2.$