Question

In: Statistics and Probability

This Excel file DI Basketball Graduation Rates shows the graduation rates for the men's and women's...

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

Solutions

Expert Solution

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"


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