In: Statistics and Probability
A clinical trial was conducted to test the effectiveness of a drug for treating insomnia in older subjects. Before treatment,
25
subjects had a mean wake time of
100.0
min. After treatment, the
25
subjects had a mean wake time of
96.7
min and a standard deviation of
21.8
min. Assume that the
25
sample values appear to be from a normally distributed population and construct a
90%
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
100.0
min before the treatment? Does the drug appear to be effective?
Construct the
90%
confidence interval estimate of the mean wake time for a population with the treatment.
Solution :
degrees of freedom = n - 1 = 25 - 1 = 24
t/2,df = t0.05,24 = 1.711
Margin of error = E = t/2,df * (s /n)
= 1.711 * ( 21.8/ 25)
Margin of error = E = 7.5
The 90% confidence interval estimate of the population mean is,
- E < < + E
96.7 - 7.5 < < 96.7 + 7.5
( 89.2min. < < 104.2 min.)
The confidence interval include the mean wake time of 100.0 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