Allied & ICAR Exam Bank • ALLIED_0797 MCQ • 1 Mark

Section 1: Engineering Mathematics

Probability and Statistics

Subtopic: Poisson, normal and binomial distributions

Question Statement:

For a continuous random variable following an exponential distribution with rate parameter $\lambda > 0$, the mean and variance are respectively:

Options:

  • (A) $1/\lambda$ and $1/\lambda^2$
  • (B) $\lambda$ and $\lambda^2$
  • (C) $1/\lambda$ and $1/\lambda$
  • (D) $\lambda$ and $1/\lambda$

Answer Key:

A

Step-by-Step Solution & Explanation

For exponential distribution $f(x) = \lambda e^{-\lambda x}$, the mean is $E[X] = 1/\lambda$ and the variance is $\text{Var}(X) = 1/\lambda^2$.
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