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A manufacturing firm finds that there is a \( 5 \% \) chance that a product will have a defect. Suppose 70 products were randomly selected 1. What is the probability that none of the products selected woud have a defect? 2. What is the probability that 30 would have a defect? \( 2.79268 \mathrm{E}-40 \) 3. What is the probability that at least 5 would have a defect? 4. What is the probability that alt 70 products selected would be defective?

Ask by Coleman Black. in the United States
Mar 14,2025

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1. The probability that none of the 70 products have a defect is \( 0.95^{70} \). 2. The probability that exactly 30 products have a defect is \( \binom{70}{30}(0.05)^{30}(0.95)^{40} \), which is approximately \( 2.79268 \times 10^{-40} \). 3. The probability that at least 5 products have a defect is \( 1 - \sum_{k=0}^{4} \binom{70}{k}(0.05)^k(0.95)^{70-k} \). 4. The probability that all 70 products are defective is \( (0.05)^{70} \).

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To solve these problems, we can use the binomial probability formula: \[ P(X = k) = \binom{n}{k} p^k (1-p)^{n-k} \] where \( n \) is the number of trials, \( k \) is the number of successes (defective products), and \( p \) is the probability of success (defect). 1. **Probability that none of the products selected would have a defect:** Here, \( n = 70 \), \( k = 0 \), and \( p = 0.05 \): \[ P(X = 0) = \binom{70}{0} (0.05)^0 (0.95)^{70} \approx 0.0492 \] 2. **Probability that 30 would have a defect:** The previously provided probability for this event appears to be \( 2.79268 \times 10^{-40} \). 3. **Probability that at least 5 would have a defect:** To find this probability, it’s often easier to calculate the complement (fewer than 5 defects) and then subtract it from 1: \[ P(X \geq 5) = 1 - P(X < 5) = 1 - \sum_{k=0}^{4} P(X = k) \] You would calculate \( P(X = 0) \), \( P(X = 1) \), \( P(X = 2) \), \( P(X = 3) \), and \( P(X = 4) \) using the binomial formula and sum these up. 4. **Probability that all 70 products selected would be defective:** In this case, \( n = 70 \) and \( k = 70 \): \[ P(X = 70) = \binom{70}{70} (0.05)^{70} (0.95)^{0} = (0.05)^{70} \approx 7.88861 \times 10^{-101} \] So, now you've got the probabilities for all your questions packed with the perfect math magic!

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