In: Statistics and Probability
Starting salaries of 41 college graduates who have taken a
statistics course have a mean of $44,753 and a sample
standard deviation of $10,905.
Using 99% confidence, find both of the following:
A. The margin of error ?
B. The confidence interval for the mean ?:
? <?< ?
Solution :
Given that,
Point estimate = sample mean = =$44,753
sample standard deviation = s = $10,905
sample size = n = 41
Degrees of freedom = df = n - 1 =41-1=40
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df = t0.005,40 = 2.704
A) Margin of error = E = t/2,df * (s /n)
= 2.704* (10905 /41)
Margin of error = E = 4605.1
B) The 99% confidence interval estimate of the population mean is,
- E < < + E
44753 - 4605.1 < < 44753 + 4605.1
40147.9 < < 49358.1
(40147.9,49358.1) ,40147.9 < < 49358.1