In: Math
In a test of the effectiveness of garlic for lowering cholesterol,
45
subjects were treated with garlic in a processed tablet form. Cholesterol levels were measured before and after the treatment. The changes
(beforeminus−after)
in their levels of LDL cholesterol (in mg/dL) have a mean of
5.2
and a standard deviation of
15.8.
Construct a 95%
confidence interval estimate of the mean net change in LDL cholesterol after the garlic treatment. What does the confidence interval suggest about the effectiveness of garlic in reducing LDL cholesterol?
Solution :
Given that,
Point estimate = sample mean =
= 5.2
Population standard deviation =
= 15.8
Sample size = n =45
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96
Margin of error = E = Z/2
* (
/n)
= 1.96 * (15.8 / 45
)
= 4.6164
At 95% confidence interval estimate of the population mean
is,
- E <
<
+ E
5.2 - 4.6164 <
< 5.2 + 4.6164
0.5836<
< 5.1364
( 0.5836, 5.1364 )