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, 24 subjects had a mean wake time of 90.8 min and a standard deviation of 43.4 min. Assume that the 24 sample values appear to be from a normally distributed population and construct a 95 % 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?
A) Find the confidence interval estimate.
B) Does the result indicate whether the treatment is effective?
Solution :
A) Given that,
c = 95% = 0.95
s = 43.4
n = 24
d.f. = n - 1 = 24 - 1 = 23
= 1 - 0.95 = 0.05
/ 2 = 0.025
1 - ( / 2) = 0.975
Now , using chi square table ,
= 0.025,23 = 38.076
= 0.975,23 = 11.689
The 98% confidence interval for is,
43.4 [(24 - 1 ) / 38.076] < < 43.4[(24 - 1 ) / 11.689]
Answer : 33.7309 < < 60.8786
B) from the results of above interval we can say that the treatment not effective.