In: Statistics and Probability
John Calipari, head basketball coach for the 2012 national champion University of Kentucky Wildcats, is the highest paid coach in college basketball, with an annual salary of $5.4 million. The following sample shows the head basketball coach's salary for a sample of 10 schools playing NCAA Division I basketball. Salary data are in millions of dollars.
University | Coach's Salary |
Indiana | 2.2 |
Xavier | 0.5 |
Texas | 2.4 |
Connecticut | 2.7 |
West Virginia | 2.0 |
Syracuse | 1.5 |
Murray State | 0.2 |
Florida State | 1.5 |
South Dakota State | 0.1 |
Vermont | 0.2 |
a. Use the sample mean for the 10 schools to estimate the population mean annual salary for head basketball coaches at colleges and universities playing NCAA Division I basketball.
b. Use the data to estimate the population standard deviation for the annual salary for head basketball coaches.
c. What is the 95% confidence interval for the population variance?
d. What is the 95% confidence interval for the population standard deviation?
e. What is the 95% confidence interval for the population mean?
(a)
From the given data, the following statistics are calculated as follows:
n = Sample Size = 10
= SampleMean = 13.3/10 = 1.33
s = Sample SD = 1.0023
Estimate of Population mean = Sample Mean = 1.33
(b) Estimate of Population standard deviation = Sample standard deviation = 1.0023
(c)
ndf = n - 1 = 10- 1 = 9
Confidence interval:
Low End:
From Table:
Low End:
High End:
From Table:
High End:
So,
Confidence interval:
0.4753 < < 3.3482
(c)
ndf = n - 1 = 10- 1 = 9
Confidence interval:
Low End:
From Table:
Low End:
High End:
From Table:
High End:
So,
Confidence interval:
0.6894 < < 1.8294
(d)
SE = s/
= 1.0023/ = 0.3170
=0.05
ndf = 10 - 1 = 9
From Table, critical values of t = 2.2622
Confidence interval:
t SE
= 1.33 (2.2622 X 0.3170) = 1.33 0.7171
= ( 0.6130, 2.0471)