SAT verbal scores are normally distributed with a mean of 430 and a standard deviation of 120 (based on data from the College Board ATP). (a)If a single student is randomly selected,
find the probability that the sample mean is above 500. (b)If a sample of 35 students are
selected randomly, find the probability that the sample mean is above 500. These two
problems appear to be very similar. Which problem requires the application of the central
limit theorem, and in what way does the solution process differ between the two problems?

Question

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The Answer of SAT verbal scores are normally distributed with a mean of 430 and a standard deviation of 120 (based on data from the College Board ATP). (a)If a single student is randomly selected,
find the probability that the sample mean is above 500. (b)If a sample of 35 students are
selected randomly, find the probability that the sample mean is above 500. These two
problems appear to be very similar. Which problem requires the application of the central
limit theorem, and in what way does the solution process differ between the two problems?

SAT Verbal Scores Are Normally Distributed with a Mean of 430