Question 13 Marks
The Mean of n observation $x_1, x_2,..., x_n$ is $\overline{ X }$. $f (a - b)$ is added to each of the observation, show that the mean of the new set of observation is $\overline{ X } + (a - b).$
Answer
View full question & answer→We have
$\overline{ X }=\frac{x_1+x_2+\ldots+x_{ n }}{ n } ...(i)$
Let $\bar{X}$ be the mean of $x_1+(a-b), x_2+(a-b), \ldots, x_n+(a-b)$. Then
$\overline{ X }=\frac{\left[x_1+(a-b)\right]+\left[x_2+(a-b)\right]+\ldots+\left[x_2+(a-b)\right]}{ n }$
$=\frac{x_1+x_2+\ldots+x_{ n }+ n (a-b)}{ n }$
$=\frac{x_1+x_2+\ldots+x_{ n }}{ n }+\frac{ n (a-b)}{ n }$
$=\overline{ X }+(a-b) . \quad \ldots[\text { Using (i) }]$
Hence proved.
$\overline{ X }=\frac{x_1+x_2+\ldots+x_{ n }}{ n } ...(i)$
Let $\bar{X}$ be the mean of $x_1+(a-b), x_2+(a-b), \ldots, x_n+(a-b)$. Then
$\overline{ X }=\frac{\left[x_1+(a-b)\right]+\left[x_2+(a-b)\right]+\ldots+\left[x_2+(a-b)\right]}{ n }$
$=\frac{x_1+x_2+\ldots+x_{ n }+ n (a-b)}{ n }$
$=\frac{x_1+x_2+\ldots+x_{ n }}{ n }+\frac{ n (a-b)}{ n }$
$=\overline{ X }+(a-b) . \quad \ldots[\text { Using (i) }]$
Hence proved.


