It is known that 3% of plastic bags manufactured in a factory are defective. Using the Poisson distribution on a sample of 100 bags, the probability of at most one defective bag is: |
$\frac{4}{e^2}$ $\frac{4}{e^3}$ $e^{-3}$ $\frac{1}{3}$ |
$\frac{4}{e^3}$ |
The correct answer is Option (2) → $\frac{4}{e^3}$ Defective rate = $3\% = 0.03$ Sample size = $100$ Mean of Poisson distribution: $\lambda = np = 100 \times 0.03 = 3$ Required probability: $P(X \leq 1) = P(0) + P(1)$ $P(0) = \frac{e^{-3} 3^0}{0!} = e^{-3}$ $P(1) = \frac{e^{-3} 3^1}{1!} = 3e^{-3}$ $P(X \leq 1) = e^{-3} + 3e^{-3} = 4e^{-3}$ |