The authors of a paper describe an experiment to evaluate the effect of using a cell phone on reaction time. Subjects were asked to perform a simulated driving task while talking on a cell phone. While performing this task, occasional red and green lights flashed on the computer screen. If a green light flashed, subjects were to continue driving, but if a red light flashed, subjects were to brake as quickly as possible. The reaction time (in msec) was recorded. The following summary statistics are based on a graph that appeared in the paper.
n = 48
x = 530
s = 70
(a)
Construct a 95% confidence interval for μ, the mean time to react to a red light while talking on a cell phone. (Round your answers to three decimal places.)
(_____,_____)
1a) Interpret a 95% confidence interval for μ, the mean time to react to a red light while talking on a cell phone.
A. There is a 95% chance that the true difference in the mean time to react to a red light while talking on a cell phone is directly in the middle of these two values.
B. We are 95% confident that the mean time to react to a red light while talking on a cell phone is between these two values.
C. We are 95% confident that the true mean time to react to a green light while talking on a cell phone is directly in the middle of these two values.
D. There is a 95% chance that the true mean time to react to a red light while talking on a cell phone is directly in the middle of these two values.
E. We are 95% confident that the true mean time to react to a green light while talking on a cell phone is between these two values.
2 What assumption must be made in order to generalize this confidence interval to the population of all drivers?
a The assumption that the subjects of the experiment formed the population of drivers.
b The assumption that the experiment captured the population of drivers.
c The assumption that the subjects of the experiment formed the population of distracted drivers.
d The assumption that the subjects of the experiment formed a random sample from the population of distracted drivers.
e The assumption that the subjects of the experiment formed a random sample from the population of drivers.
(c)
Suppose that the researchers wanted to estimate the mean reaction time to within 5 msec with 95% confidence. Using the sample standard deviation from the study described as a preliminary estimate of the standard deviation of reaction times, compute the required sample size. (Round your answer up to the nearest whole number.)
n =
Solution-A:
n=48
df=n-1=48-1=47
alpha=0.05
alpha/2=0.05/2=0.025
t critical in excel
=T.INV(0.025,47)
=2.01174
95% confidence interval for mean is
xbar-t*s/sqrt(n),xbar+t*s/sqrt(n)
530-2.01174*70/sqrt(48),530+2.01174*70/sqrt(48)
509.6741,550.3259
509.674<mu<550.326
(509.674,550.326)
Solution-b:
We are 95% confident that the true mean time to react to a green light while talking on a cell phone is between these two values.
Solution=c:
n=(Z*s/MOE^2
=(2.576*70/5)^2
= 1300.612
n=1301
the required sample size.,n=1301
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