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NDA Mathematics Statistics 2025 NDA 2025 (Phase 1)

NDA Mathematics Question (2025) — Solution

Question

Consider the following for the two (02) items that follow: The sum and the sum of squares of the observations corresponding to length X (in cm) and weight Y (in gm) of 50 tropical tubers are given as X = 200, Y = 250, X^2 = 900 and Y^2 = 1400. Which one of the following is correct?

Options

  1. A. Variance (X) > Variance (Y)
  2. B. Variance (X) < Variance (Y)
  3. C. Variance (X) = Variance (Y)
  4. D. Cannot be determined from the given data

Answer

B. Variance (X) < Variance (Y)

Step-by-step solution

Given n = 50, X = 200, Y = 250, X^2 = 900, and Y^2 = 1400. The variance of X is calculated as: Var (X) = X^2 n - ( X n )^2 Var (X) = 900 50 - ( 200 50 )^2 Var (X) = 18 - (4)^2 = 18 - 16 = 2 The variance of Y is calculated as: Var (Y) = Y^2 n - ( Y n )^2 Var (Y) = 1400 50 - ( 250 50 )^2 Var (Y) = 28 - (5)^2 = 28 - 25 = 3 Comparing the variances, we get Var (X) Answer: Variance (X) < Variance (Y)

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