In: Statistics and Probability
Assume that 23.6% of people have sleepwalked. Assume that in a random sample of 1505 adults, 400 have sleepwalked.
1. a. Assuming that the rate of 23.6% is correct, the probability that 400 or more of the 1505 adults have sleepwalked is [ ]
b. Is that result of 611 or more significantly high?
c. What does the result suggest about the rate of 23.6%?
2. In a study of 437 comma 485 cell phone users, it was found that 54 developed cancer of the brain or nervous system. Assuming that cell phones have no effect, there is a 0.000168 probability of a person developing cancer of the brain or nervous system. We therefore expect about 74 cases of such cancer in a group of 437 comma 485 people. Estimate the probability of 54 or fewer cases of such cancer in a group of 437 comma 485 people. What do these results suggest about media reports that cell phones cause cancer of the brain or nervous system?
(a) P(X≤54)=
3. In a survey of 1169 people, 807 people said they voted in a recent presidential election. Voting records show that 66% of eligible voters actually did vote. Given that 66% of eligible voters actually did vote, (a) find the probability that among 1169 randomly selected voters, at least 807 actually did vote. (b) What do the results from part (a) suggest?
(a) P(X≥807)
1a)
Sample size , n = 1505
Probability of an event of interest, p =
0.236
right tailed
X > 400
Mean = np = 355.18
std dev ,σ=√np(1-p)= 16.4729
P(X > 400 )
Z=(X - µ ) / σ =
(400-355.18)/16.4729)= 2.721
=P(Z > 2.721 ) =
0.0033
1b)
Sample size , n = 1505
Probability of an event of interest, p =
0.236
right tailed
X > 611
Mean = np = 355.18
std dev ,σ=√np(1-p)= 16.4729
P(X > 611 )
Z=(X - µ ) / σ =
(611-355.18)/16.4729)= 15.530
=P(Z > 15.530 ) =
0.0000
yes, result of 611 or more significantly high
c)
rate = 400/1505 = 0.2658
so, rate of 23.6 is significantly low