Assume a random sample representative of the population is surveyed. If 20 people in the sample of size 54 are in favor, can the normal distribution approximation be used to estimate probabilities? (a) \( n p= \) (b) \( n(1-p)= \) (c) Yes, a normal distribution approximation can be used No, a normal distribution approximation can't be used
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To assess whether the normal distribution approximation can be applied, first we need to calculate \( n p \) and \( n(1-p) \). Here, \( n = 54 \) and \( p = \frac{20}{54} \approx 0.3704 \). (a) \( n p = 54 \times 0.3704 \approx 20 \) (b) \( n(1 - p) = 54 \times (1 - 0.3704) \approx 34 \) Since both calculated values are greater than 5, we can confidently say that a normal distribution approximation can be used. Thus, the answer is: **Yes, a normal distribution approximation can be used.**
