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, 16 subjects had a mean wake time of 95.8 min and a standard deviation of 43.2 min. Assume that the 16 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?
Test and CI for One Variance
Method
The chi-square method is only for the normal distribution.
Statistics
N StDev Variance
16 43.5 1892
98% Confidence Interval for estimating of the standard deviation of
the wake times for a population with the drug treatments
= (30.5, 73.7)
One-Sample T
N Mean StDev SE Mean 98% CI
16 95.8 43.5
10.9 (67.5,
124.1)
98% Confidence Interval for estimating of the mean wake times for a
population with the drug treatments
= (67.5, 124.1)
If the mean wake times for a population without the drug treatments<Lower boundary of 98% CI=67.5 or mean wake times for a population without the drug treatments>Upper boundary of 98% CI for mean=124.1 then we can say that the result indicate the treatment is effective. Otherwise it is ineffective. For answering this part we need population mean wake times for a population without the drug treatments.