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Suppose there are 500 misprints in a boo...

Suppose there are 500 misprints in a book of 750 pages. Assuming that the number of misprints per page is a poisson random variate. The probability that a page selected at random has more than one mis print is

A

`e^(-2//3)`

B

`(5)/(3)e^(-2//3)`

C

`1-e^(-2//3)4)`

D

`1-(5)/(3)e^(-2//3)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the probability that a randomly selected page from a book has more than one misprint, given that the number of misprints per page follows a Poisson distribution. ### Step-by-Step Solution: 1. **Determine the average number of misprints per page (λ)**: - We are given that there are 500 misprints in a book of 750 pages. - The average number of misprints per page (λ) can be calculated as: \[ \lambda = \frac{\text{Total Misprints}}{\text{Total Pages}} = \frac{500}{750} = \frac{2}{3} \] **Hint**: To find λ in a Poisson distribution, divide the total number of occurrences by the total number of trials (or pages, in this case). 2. **Understand the Poisson probability formula**: - The probability of observing \( k \) events (misprints) in a fixed interval (page) is given by: \[ P(X = k) = \frac{e^{-\lambda} \lambda^k}{k!} \] - For our case, we need to find \( P(X > 1) \). **Hint**: Recall that for a Poisson distribution, you can find the probability of more than one event by calculating \( 1 - P(X \leq 1) \). 3. **Calculate \( P(X \leq 1) \)**: - We can express this as: \[ P(X \leq 1) = P(X = 0) + P(X = 1) \] - Using the Poisson formula: \[ P(X = 0) = \frac{e^{-\lambda} \lambda^0}{0!} = e^{-\frac{2}{3}} \cdot 1 = e^{-\frac{2}{3}} \] \[ P(X = 1) = \frac{e^{-\lambda} \lambda^1}{1!} = e^{-\frac{2}{3}} \cdot \frac{2}{3} \] **Hint**: Remember that \( 0! = 1 \) and \( 1! = 1 \). 4. **Combine the probabilities**: - Now, we can combine these probabilities: \[ P(X \leq 1) = P(X = 0) + P(X = 1) = e^{-\frac{2}{3}} + e^{-\frac{2}{3}} \cdot \frac{2}{3} \] \[ = e^{-\frac{2}{3}} \left(1 + \frac{2}{3}\right) = e^{-\frac{2}{3}} \cdot \frac{5}{3} \] **Hint**: Factor out common terms to simplify calculations. 5. **Calculate \( P(X > 1) \)**: - Finally, we find the probability of more than one misprint: \[ P(X > 1) = 1 - P(X \leq 1) = 1 - e^{-\frac{2}{3}} \cdot \frac{5}{3} \] **Hint**: The complement rule can simplify finding probabilities of "greater than" or "less than" events. ### Final Answer: The probability that a randomly selected page has more than one misprint is: \[ P(X > 1) = 1 - e^{-\frac{2}{3}} \cdot \frac{5}{3} \]
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