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, 12 subjects had a mean wake time of 92.3 min and a standard deviation of 41.6 min. Assume that the 12 sample values appear to be from a normally distributed population and construct a 98% 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? Find the confidence interval estimate.
_____ min < σ < ______min
min
Solution :
Given that,
c = 98% = 0.98
n = 12
s = 41.6
d.f. = n - 1 = 12 - 1 = 11
At 98% confidence level the is ,
= 1 - 98% = 1 - 0.98 = 0.02
/ 2 = 0.01 and 1 - ( / 2) = 0.99
Now , using chi square table ,
/2,df = 0.01,11 = 24.725
1- /2,df = 0.99,11 = 3.0535
The 98% confidence interval for is,
41.6 [(12 - 1 ) / 24.725] < < 41.6[(12 - 1 ) / 3.0535]
27.75 < < 78.96
Answer :
27.75 min < < 78.96 min