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Number of accidents on a national highwa...

Number of accidents on a national highway each day is a poisson variable with an average of three accidents per a day. Find the probability that no accidents will occur on a given day.

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To solve the problem of finding the probability that no accidents will occur on a given day when the number of accidents follows a Poisson distribution with an average of 3 accidents per day, we can follow these steps: ### Step-by-Step Solution: 1. **Identify the Poisson Distribution Parameters**: - The average number of accidents per day (λ) is given as 3. This is our parameter for the Poisson distribution. 2. **Recall the Probability Mass Function of Poisson Distribution**: - The probability mass function (PMF) for a Poisson random variable is given by: \[ P(X = x) = \frac{e^{-\lambda} \lambda^x}{x!} \] Where: - \( P(X = x) \) is the probability of observing \( x \) events (accidents in this case). - \( e \) is the base of the natural logarithm (approximately equal to 2.71828). - \( \lambda \) is the average rate (3 in this case). - \( x \) is the number of occurrences (accidents). 3. **Set the Value of x**: - We need to find the probability of no accidents occurring in a day, which means \( x = 0 \). 4. **Substitute the Values into the PMF**: - Substitute \( \lambda = 3 \) and \( x = 0 \) into the PMF formula: \[ P(X = 0) = \frac{e^{-3} \cdot 3^0}{0!} \] 5. **Simplify the Expression**: - Calculate \( 3^0 \) which is 1, and \( 0! \) which is also 1: \[ P(X = 0) = \frac{e^{-3} \cdot 1}{1} = e^{-3} \] 6. **Calculate the Value of \( e^{-3} \)**: - Using a calculator, we find: \[ e^{-3} \approx 0.04979 \] 7. **Final Answer**: - Therefore, the probability that no accidents will occur on a given day is approximately: \[ P(X = 0) \approx 0.04979 \] ### Summary: The probability that no accidents will occur on a given day is approximately **0.04979**.
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