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If X ∼ Exp(4), find μ_{X}, \sigma^{2}_{X}, and P(X ≤ 0.2).
We compute μ_{X} and \sigma^{2}_{X} from Equations (4.20) and (4.21), substituting) λ = 2. We obtain μ_{X} = 0.25, \sigma^{2}_{X} = 0.0625. Using Equation (4.19), we find that
μ_{X} = \frac{1}{λ} (4.20)
\sigma^{2}_{X} = \frac{1}{λ²} (4.21)
F(x)= P(X\leq x) \begin{cases} 1 – e^{-\lambda x} & x\gt 0 \\ 0 & x\leq 0 \\ \end{cases} (4.19)
P(X ≤ 0.2) = 1 – e^{-4(0.2)} = 0.5507