In: Math
A clinical trial was conducted to test the effectiveness of a drug for treating insomnia in older subjects. Before treatment,
20
subjects had a mean wake time of
101.0
min. After treatment, the
20
subjects had a mean wake time of
92.4
min and a standard deviation of
21.1
min. Assume that the
20
sample values appear to be from a normally distributed population and construct a
99%
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
101.0
min before the treatment? Does the drug appear to be effective?
Construct the
99%
confidence interval estimate of the mean wake time for a population with the treatment.
_ min < u < min
The confidence interval
▼
the mean wake time of
101.0
min before the treatment, so the means before and after the treatment
▼
This result suggests that the drug treatment
▼
a significant effect.
First blank: DOES NOT INCLUDE or INCLUDE
Second blank: ARE DIFFERENT or COULD BE THE SAME
Third Blank: HAS or DOES NOT HAVE
Solution :
Given that,
Point estimate = sample mean = = 92.4
sample standard deviation = s = 21.1
sample size = n = 20
Degrees of freedom = df = n - 1 = 20 - 1 = 19
At 99% confidence level
= 1 - 99%
=1 - 0.99 =0.01
/2
= 0.005
t/2,df
= t0.005,19 = 2.861
Margin of error = E = t/2,df * (s /n)
= 2.861 * (21.1 / 20)
Margin of error = E = 13.5
The 99% confidence interval estimate of the population mean is,
- E < < + E
92.4 - 13.5 < < 92.4 + 13.5
(78.9 < < 105.9)
The confidence interval include the mean wake time of 101.0 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