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Question

Mathematics Question on Statistics

The mean and standard deviation of 50 observations are 15 and 2 respectively. It was found that one incorrect observation was taken such that the sum of correct and incorrect observations is 70. If the correct mean is 16, then the correct variance is equal to :

A

10

B

36

C

43

D

60

Answer

43

Explanation

Solution

The correct answer is (C) : 43
xˉ\bar{x} =15,σ=2σ2=4= 15 , σ = 2 ⇒ σ² = 4
x2+x2+......+x50=15×50=750x_2 + x_2+ ...... + x_50 = 15 × 50 = 750
4=4 = x12+x22.......+x50250\frac{x^{2}_{1} + x^{2}_2 ....... + x^{2}_{50}}{50} 225- 225
x12+x22.......+x502x^{2}_{1} + x^{2}_2 ....... + x^{2}_{50} =50×229= 50 × 229
Let a be the correct observation and b is the incorrect observation then a + b = 70
and
16=75b+a5016 = \frac{75 - b + a} {50}
ab=50a=60,b=10∴ a - b = 50 ⇒ a = 60 , b = 10
∴ Correct variance
=50×229+60210250256= \frac{50 × 229 + 60^2 - 10^2} {50} - 256
=43= 43