In: Statistics and Probability
In a sample of 133 hip surgeries of a certain type, the average surgery time was 130.2 minutes with a standard deviation of 24.6 minutes. Construct a 90% confidence interval for the mean surgery time for this procedure and interpret your result. Round your answer to one decimal place
Solution :
Given that,
Point estimate = sample mean = = 130.2
Population standard deviation =
= 24.6
Sample size = n =133
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645
Margin of error = E = Z/2
* (
/n)
= 1.645* (24.6 / 133 )
E= 3.5
At 90% confidence interval estimate of the population mean
is,
- E <
<
+ E
130.2 -3.5 <
<130.2 + 3.5
126.7<
< 133.7
( 126.7, 133.7 )