For a group of 200 candidates, the mean and standard deviations of scores were found to be 40 and 15 respectively. Later on it was discovered that the score of 43 was misread as 34. Find the correct mean and standard deviation.
Given that number of observations (n) = 200
Incorrect Mean (x̅ ) = 40
and Incorrect Standard deviation, (σ) = 15
We know that,
…(i)
∴ Incorrect sum of observations = 8000
Finding correct sum of observations, 43 was misread as 34
So, Correct sum of observations = Incorrect Sum – 34 + 43
= 8000 – 34 + 43
= 8009
Hence,
= 40.045
Now, Incorrect Standard Deviation (σ)
Squaring both the sides, we get
Since, 43 was misread as 34
So,
= 365000 – 1156 + 1849
= 125000 + 693
= 365693
Now,
Correct Standard Deviation
= 14.995
Hence, Correct Mean = 40.045
and Correct Standard Deviation = 14.995