Question
Playing Pollster As an expert in probability, the staff members at the Daily Californian have recruited you to help them conduct a poll to determine
Playing Pollster
As an expert in probability, the staff members at the Daily Californian have recruited you to help them conduct a poll to determine the percentage p of Berkeley undergraduates that plan to participate in the student sit-in. They've specified that they want your estimate p to have an error of at most with confidence 1. That is, P(|p p| ) 1.
Assume that you've been given the bound P(|p p| ) 1/4n 2 , where n is the number of students in your poll.
(a) Using the formula above, what is the smallest number of students n that you need to poll so that your poll has an error of at most with confidence 1?
(b) At Berkeley, there are about 26,000 undergraduates and about 10,000 graduate students. Suppose you only want to understand the frequency of sitting-in for the undergraduates. If you want to obtain an estimate with error of at most 5% with 98% confidence, how many undergraduate students would you need to poll? Does your answer change if you instead only want to understand the frequency of sitting-in for the graduate students?
(c) It turns out you just don't have as much time for extracurricular activities as you thought you would this semester. The writers at the Daily Californian insist that your poll results are reported with at least 95% confidence, but you only have enough time to poll 500 students. Based on the bound above, what is the worst-case error with which you can report your results?
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