COMEDK · Maths · 29. Statistics

The variance of 25 observations is 8 . If each observation is multiplied by 3 , then the new variance of the resulting observations is

A \(\dfrac{8}{9}\)
B \(24\)
C \(8\)
D \(72\)

Verified Solution

Answer & Solution

Correct Answer

(D) \(72\)

Step-by-step Solution

Detailed explanation

Let the observations be \(x_1, x_2, \dots, x_{25}\). The variance of these observations is given by \(Var(X) = \dfrac{1}{n} \sum_{i=1}^{n} (x_i - \bar{x})^2 = 8\). When each observation is multiplied by a constant \(k\), the new observations are \(y_i = kx_i\). The new mean is…

Apply the relevant identity from the chapter and substitute the values established in the previous step, keeping the original constraint in view.

Use the simplified expression to isolate the unknown, then plug the result back into the question setup to confirm the working is internally consistent.

Cross-check against a boundary or limiting case. Both the dimensional balance and the qualitative behaviour at the extreme should agree with the candidate answer.

Combine the steps above to identify the correct option. The remaining choices each fail at least one of the consistency, dimensional, or boundary checks.

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