In: Statistics and Probability
This Excel file DI Basketball Graduation Rates shows the graduation rates for the men's and women's basketball teams that participated in recent NCAA division I men's and women's basketball tournaments. There are data for 67 men's teams and 63 women's teams since Princeton had teams in both tournaments but does not report graduation rates. Use the data to calculate a 90% confidence interval for ?M - ?F, the difference in the mean graduation rates for all division I men's and women's basketball teams. Do not waste time entering this data into a graphing calculator! Use Excel or Statcrunch! Use 2 decimal places in your answers. lower bound of confidence interval upper bound of confidence interval Select the choice below that correctly interprets the confidence interval. Since the interval is entirely negative, it appears that their is no significant difference between the DI women's basketball mean graduation rate and the DI men's basketball mean graduation rate. Since the interval contains zero we can conclude that both graduation rates are too low. Since the interval is entirely positive it appears that both men's and women's mean basketball graduation rates are higher than the graduation rate for the general student body. Since the interval is entirely negative, it appears that the DI men's basketball mean graduation rate is higher than the DI women's basketball mean graduation rate. Since the interval is entirely negative, it appears that the DI women's basketball mean graduation rate is higher than the DI men's basketball mean graduation rate.
NCAA Basketball Tournament Graduation Success Rate (GSR) of Participating* Men's and Women's Teams | ||
* 67 men's teams and 63 women's teams since Princeton does not report graduation rates | ||
School | Men/Women | Graduation Rate |
Akron | men | 38 |
Alabama State | men | 63 |
Arizona | men | 20 |
Arkansas-Little Rock | men | 92 |
Belmont | men | 100 |
Boston | men | 90 |
Bucknell | men | 91 |
Butler | men | 83 |
BYU | men | 100 |
Cincinnati | men | 53 |
Clemson | men | 71 |
Connecticut | men | 31 |
Duke | men | 83 |
Florida | men | 44 |
Florida State | men | 73 |
George Mason | men | 67 |
Georgetown | men | 78 |
Georgia | men | 36 |
Gonzaga | men | 73 |
Hampton | men | 67 |
Illinois | men | 100 |
Inidiana State | men | 67 |
Kansas | men | 80 |
Kansas State | men | 40 |
Kentucky | men | 44 |
Long Island | men | 78 |
Louisville | men | 50 |
Marquette | men | 91 |
Memphis | men | 58 |
Michigan | men | 36 |
Michigan State | men | 50 |
Missouri | men | 44 |
Morehead State | men | 43 |
North Carolina | men | 88 |
Northern Colorado | men | 77 |
Notre Dame | men | 100 |
Oakland | men | 75 |
Ohio State | men | 64 |
Old Dominion | men | 63 |
Penn State | men | 86 |
Pittsburgh | men | 64 |
Purdue | men | 67 |
Richmond | men | 83 |
San Diego State | men | 58 |
St. John's | men | 70 |
St. Peter's College | men | 70 |
Syracuse | men | 54 |
Temple | men | 33 |
Tennessee | men | 40 |
Texas | men | 42 |
Texas A&M | men | 64 |
UAB | men | 25 |
UC Santa Barbara | men | 77 |
UCLA | men | 70 |
UNC Asheville | men | 50 |
UNLV | men | 67 |
USC | men | 42 |
UT San Anotonio | men | 50 |
Utah State | men | 100 |
Vanderbilt | men | 93 |
VCU | men | 56 |
Villanova | men | 100 |
Washington | men | 44 |
West Virginia | men | 71 |
Wisconsin | men | 70 |
Wofford | men | 100 |
Xavier | men | 92 |
Arizona State | women | 92 |
Baylor | women | 88 |
Bowling Green | women | 100 |
California State, Fresno | women | 80 |
California, Davis | women | 86 |
Connecticut | women | 92 |
Dayton | women | 100 |
DePau | women | 92 |
Duke | women | 100 |
Florida State | women | 77 |
Gardner-Webb | women | 100 |
Georgetown | women | 91 |
Georgia | women | 77 |
Georgia Tech | women | 77 |
Gonzaga | women | 94 |
Green Bay | women | 92 |
Hampton | women | 50 |
Houston | women | 78 |
Iowa | women | 100 |
Iowa State | women | 100 |
James Madison | women | 71 |
Kansas State | women | 92 |
Kentucky | women | 91 |
Louisiana Tech | women | 56 |
Louisville | women | 93 |
Marist | women | 100 |
Marquette | women | 92 |
Maryland | women | 67 |
McNeese State | women | 81 |
Miami | women | 100 |
Michigan State | women | 77 |
Middle Tennessee | women | 85 |
Montana | women | 83 |
Navy | women | 94 |
North Carolina | women | 100 |
Northern Iowa | women | 10 |
Notre Dame | women | 100 |
Ohio State | women | 100 |
Oklahoma | women | 92 |
Penn State | women | 100 |
Prairie View A&M | women | 57 |
Purdue | women | 71 |
Rutgers | women | 90 |
Samford University | women | 100 |
South Dakota State | women | 100 |
St. Francis (PA) | women | 100 |
St. John's | women | 100 |
Stanford | women | 100 |
Stetson | women | 67 |
Temple | women | 71 |
Tennessee | women | 100 |
Tennessee, Martin | women | 86 |
Texas | women | 79 |
Texas | women | 65 |
Texas Tech | women | 100 |
UALR | women | 89 |
UCF | women | 94 |
UCLA | women | 93 |
University of Hartford | women | 100 |
University of Utah | women | 83 |
Vanderbilt | women | 100 |
West Virginia | women | 70 |
Xavier | women | 100 |
It must be clear that population standard deviation is unknown, so we will be using student's t for the confidence interval calculation.
Using excel function STDEV.S and AVERAGE for sample standard deviation and mean, we get the folloing data for men and women
Sample size for men(n1) = 67 and sample size for women(n2) = 63
we know that the formula for confidence interval calculation is
CI =
From student's t distribution table, we can see that the value of t critical for 90% confidence level with
degree of freedom = n1+ n2 -2 = 67+63-2 = 128, is 1.66(rounded to two decimals)
putting given values, this gives us
CI =
or we can write it as
Lower limit = (66.2537-86.746) -5.4980 = -25.99
Upper limit = (66.2537-86.746) +5.4980 = -14.99
Here, it is clear that confidence interval is entirely which means it does not contain the zero, i.e. we can say that mean graduation rate for men is lower than mean graduation rate for women
so, correct option is "Since the interval is entirely negative, it appears that the DI women's basketball mean graduation rate is higher than the DI men's basketball mean graduation rate"