Part of ALG-08 — Statistics: Mean, Variance & Standard Deviation

Corrected Statistics

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The most common JEE statistics problem: given mean and variance of n observations, one value was recorded incorrectly. Find the corrected statistics. Method: (1) From mean, find incorrect sum: sum = n * mean. (2) From variance, find incorrect sum of squares: sum(xi2xi^2) = n*(variance + mean2mean^2). (3) Correct the sum: new sum = old sum - wrong + correct. (4) Correct sum of squares: new sum(xi2xi^2) = old sum(xi2xi^2) - wrong2wrong^2 + correct2correct^2. (5) If the observation is removed (not corrected), use n-1 in the denominator. (6) Compute corrected mean and variance from new sums. This procedure works for any number of corrections — just adjust sums for each changed value. Always recover the raw sums first; never try to directly adjust the mean or variance.

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