The mean and variance of five observations are 6 and 4 respectively. If three of these are 5, 7 and 9, find the other two observations.
Given: Mean of 5 observations = 6
and Variance of 5 observations = 4
Let the other two observations be x and y
∴, our observations are 5, 7, 9, x and y
Now, we know that,
⇒ 6 × 5 = 21 + x + y
⇒ 30 – 21 = x + y
⇒ 9 = x + y
or x + y = 9 …(i)
Also,
Variance = 4
So,
⇒ 20 = 11 + (x2 + 36 – 12x) + (y2 + 36 – 12y)
⇒ 20 – 11 = x2 + 36 – 12x + y2 + 36 – 12y
⇒ 9 = x2 + y2 + 72 – 12(x + y)
⇒ x2 + y2 + 72 – 12(9) – 9 = 0 [from (i)]
⇒ x2 + y2 + 63 – 108 = 0
⇒ x2 + y2 – 45 = 0
⇒ x2 + y2 = 45 …(ii)
From eq. (i)
x + y = 9
Squaring both the sides, we get
(x + y)2 = (9)2
⇒ x2 + y2 + 2xy = 81
⇒ 45 + 2xy = 81 [from (ii)]
⇒ 2xy = 81 – 45
⇒ 2xy = 36
⇒ xy = 18
…(iii)
Putting the value of x in eq. (i), we get
x + y = 9
⇒ y2 + 18 = 9y
⇒ y2 – 9y +18 = 0
⇒ y2 – 6y – 3y + 18 = 0
⇒ y(y – 6) – 3(y – 6)= 0
⇒ (y – 3)(y – 6) = 0
⇒ y – 3 = 0 and y – 6 = 0
⇒ y = 3 and y = 6
For y = 3
Hence, x = 6, y = 3 are the remaining two observations
For y = 6
Hence, x = 3, y = 6 are the remaining two observations
Thus, remaining two observations are 3 and 6.