In: Statistics and Probability
A clinical trial was conducted to test the effectiveness of a drug used for treating insomnia in older subjects. After treatment with the drug,
26
subjects had a mean wake time of
95.6
min and a standard deviation of
42.6
min. Assume that the
26
sample values appear to be from a normally distributed population and construct a
90%
confidence interval estimate of the standard deviation of the wake times for a population with the drug treatments. Does the result indicate whether the treatment is effective?
Solution :
Given that,
s = 42.6
s2 = 1814.76
n = 26
Degrees of freedom = df = n - 1 = 26 - 1 = 25
At 90% confidence level the
2 value is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
1 - / 2 = 1 - 0.05 = 0.95
2L
=
2
/2,df = 37.652
2R
=
21 -
/2,df = 14.611
The 90% confidence interval for
is,
(n
- 1)s2 /
2
/2 <
<
(n - 1)s2 /
21 -
/2
25
* 1814.76 / 37.652 <
<
25 * 1814.76 / 14.611
34.71 <
< 55.72
(34.71 , 55.72)
The treatment is not effective .