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, 23 subjects had a mean wake time of 92.7 min and a
standard deviation of 40.3 min. Assume that the 23 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?
I got 32.45 < o < 53.82
is this right? and what is the mc answer if so.
Does the result indicate whether the treatment is effective?
A.
Yes, the confidence interval indicates that the treatment is not effective because the interval does not contain 0 minutes.
B.
Yes, the confidence interval indicates that the treatment is not effective because the interval contains 0 minutes.
C.
Yes, the confidence interval indicates that the treatment is effective because the interval does not contain 0 minutes.
D.Yes, the confidence interval indicates that the treatment is effective because the interval does not contain
92.792.7
minutes.
E.
Yes, the confidence interval indicates that the treatment is effective because the interval contains 0 minutes.
F.Yes, the confidence interval indicates that the treatment is not effective because the interval does not contain
92.792.7
minutes.
G.
No, the confidence interval does not indicate whether the treatment is effective.
CONFIDENCE INTERVAL FOR STANDARD DEVIATION
ci = (n-1) s^2 / ᴪ^2 right < σ^2 < (n-1) s^2 / ᴪ^2 left
where,
s = standard deviation
ᴪ^2 right = (1 - confidence level)/2
ᴪ^2 left = 1 - ᴪ^2 right
n = sample size
since alpha =0.1
ᴪ^2 right = (1 - confidence level)/2 = (1 - 0.9)/2 = 0.1/2 =
0.05
ᴪ^2 left = 1 - ᴪ^2 right = 1 - 0.05 = 0.95
the two critical values ᴪ^2 left, ᴪ^2 right at 22 df are 33.9244 ,
12.338
s.d( s )=40.3
sample size(n)=23
confidence interval for σ^2= [ 22 * 1624.09/33.9244 < σ^2 <
22 * 1624.09/12.338 ]
= [ 35729.98/33.9244 < σ^2 < 35729.98/12.338 ]
[ 1053.2236 < σ^2 < 2895.9296 ]
and confidence interval for σ = sqrt(lower) < σ <
sqrt(upper)
= [ sqrt (1053.2236) < σ < sqrt(2895.9296), ]
= [ 32.4534 < σ < 53.8138 ]
90% confidence interval estimate of the standard deviation of the
wake times for a population with the drug treatments
[ 32.4534 < σ < 53.8138 ]
the treatment is effective,
option :C
yes,
the confidence interval indicates that the treatment is effective
because the interval does not contain 0 minutes.
D.
Yes, the confidence interval indicates that the treatment is
effective because the interval does not contain 92.792.7
minutes.