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NDA 2026
Exam
NDA
Year
2026
Subject
Mathematics
Chapter
Statistics

NDA 2026 · Mathematics · Statistics

If the random variable X has mean 3 and standard deviation 5 , then...

If the random variable XX has mean 33 and standard deviation 55, then what is the variance of the random variable Y=2X−5Y=2X-5 ?

Options

  1. A1515
  2. B4040
  3. C4545
  4. D100100

Correct answer

D. 100100

Step-by-step solution

Given the standard deviation of XX is 55.

The variance of XX is Var(X)=52=25Var(X) = 5^2 = 25.

Using the property of variance, Var(aX+b)=a2Var(X)Var(aX + b) = a^2 Var(X).

For the random variable Y=2X−5Y = 2X - 5, we have a=2a = 2 and b=−5b = -5.

Var(Y) = 2^2 Var(X) = 4 \times 25 = 100.<br><br>Answer:.<br><br>Answer:100
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