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June 2020 p53 q3
3194
In a certain town, the time, X hours, for which people watch television in a week has a normal distribution with mean 15.8 hours and standard deviation 4.2 hours.
\(Find the value of k such that P(X < k) = 0.75.\)
Solution
Given that the distribution is normal with mean \\(\mu = 15.8 \\\) and standard deviation \\(\sigma = 4.2 \\\), we need to find the value of \\(k \\\) such that \\(P(X < k) = 0.75 \\\).
First, find the z-score corresponding to the cumulative probability of 0.75. From standard normal distribution tables, \\(z = 0.674 \\\).