In: Statistics and Probability
A clinical trial was conducted to test the effectiveness of a drug for treating insomnia in older subjects. Before treatment,
2121
subjects had a mean wake time of
102.0102.0
min. After treatment, the
2121
subjects had a mean wake time of
95.695.6
min and a standard deviation of
20.120.1
min. Assume that the
2121
sample values appear to be from a normally distributed population and construct a
9595%
confidence interval estimate of the mean wake time for a population with drug treatments. What does the result suggest about the mean wake time of
102.0102.0
min before the treatment? Does the drug appear to be effective?Construct the
9595%
confidence interval estimate of the mean wake time for a population with the treatment.
nothing
minless than<muμless than<nothing
min
(Round to one decimal place as needed.)
What does the result suggest about the mean wake time of
102.0102.0
min before the treatment? Does the drug appear to be effective?The confidence interval
▼
does not include
includes
the mean wake time of
102.0102.0
min before the treatment, so the means before and after the treatment
▼
could be the same.
are different.
This result suggests that the drug treatment
▼
Enter your answer in each of the answer boxes
Solution :
Given that,
Point estimate = sample mean = = 95.6
sample standard deviation = s = 20.1
sample size = n = 21
Degrees of freedom = df = n - 1 = 21 - 1 = 20
At 95% confidence level
= 1 - 95%
=1 - 0.95 =0.05
/2
= 0.025
t/2,df
= t0.025,20 = 2.086
Margin of error = E = t/2,df * (s /n)
= 2.086 * ( 20.1/ 21)
Margin of error = E = 9.1
The 95% confidence interval estimate of the population mean is,
- E < < + E
95.6 - 9.1 < < 95.6 + 9.1
( 86.5 min. < < 104.7 min. )
The confidence interval include the mean wake time of 102.0 min.before the treatment so the means before and after the treatment are same this result suggests that the drug treatment does not have a significant effect