The lengths of fish of a certain type have a normal distribution with mean 38 cm. It is found that 5% of the fish are longer than 50 cm.
- Find the standard deviation.
- When fish are chosen for sale, those shorter than 30 cm are rejected. Find the proportion of fish rejected.
- 9 fish are chosen at random. Find the probability that at least one of them is longer than 50 cm.
Solution
(i) Given that 5% of the fish are longer than 50 cm, we use the z-score for 95% which is 1.645. The equation is:
\(1.645 = \frac{50 - 38}{\sigma}\)
Solving for \(\sigma\), we get:
\(\sigma = \frac{50 - 38}{1.645} = 7.29\)
(ii) To find the proportion of fish shorter than 30 cm, we standardize:
\(z = \frac{30 - 38}{7.29} = -1.097\)
Using the standard normal distribution table, \(P(z < -1.097) = 1 - \Phi(1.097)\)
\(= 1 - 0.8637 = 0.136\)
(iii) The probability that a fish is longer than 50 cm is 0.05. For 9 fish, the probability that none are longer than 50 cm is \((0.95)^9\).
The probability that at least one is longer than 50 cm is:
\(1 - (0.95)^9 = 0.370\)
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