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Nov 2023 p52 q3
3291
A factory produces a certain type of electrical component. It is known that 15% of the components produced are faulty. A random sample of 200 components is chosen.
Use an approximation to find the probability that more than 40 of these components are faulty.
Solution
Let the random variable \(X\) represent the number of faulty components in a sample of 200. \(X\) follows a binomial distribution with parameters \(n = 200\) and \(p = 0.15\).
We approximate this binomial distribution with a normal distribution. The mean \(\mu\) and variance \(\sigma^2\) of the binomial distribution are given by: