The mean and standard deviation of the marks of students were found to be and respectively. Later, it was observed that two marks and were wrongly read as and respectively. Then the correct variance is _____.
JEE Mathematics 2023 Question with Solution
Answer
Correct answer:269
Step-by-step solution
Standard Method
Given: The mean of students was taken as and the standard deviation was taken as using wrongly read marks and in place of and .
Find: The correct variance.
Let the total sum of the marks of the students be . From the given mean:
Now correct the sum by replacing the wrongly read values:
Using the variance relation with the given standard deviation :
Since , we have
So,
Now correct the sum of squares:
Therefore, the corrected variance is
Thus, the correct variance is .
Step-by-step Correction of Mean and Variance Data
Given: Recorded data gave mean and standard deviation for students.
Find: The corrected variance after replacing by .
First use the incorrect data to recover the original totals. From the mean,
From the standard deviation,
Using
we get
Now correct the total sum:
Hence the corrected mean is
Correct the sum of squares in the same way:
Now apply the variance formula again with corrected values:
Therefore, the correct variance is .
Common mistakes
Using the corrected mean directly with the old sum of squares is wrong because both the total sum and the sum of squares change when wrong observations are replaced. Correct both before computing the variance.
Subtracting and adding for the sum is correct, but doing the same linear correction for squares is wrong. For variance, you must separately correct , , , and .
Confusing standard deviation with variance leads to error. The given standard deviation is , so the initial variance is , not .
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