Question

In: Statistics and Probability

The National Football League (NFL) holds its annual draft of the nation's best college football players...

The National Football League (NFL) holds its annual draft of the nation's best college football players in April each year. Prior to the draft, various sporting news services project the players who will be drafted along with the order in which each will be selected in what are called mock drafts. Players who are considered to have superior potential as professional football players are selected earlier in the draft. Suppose the following table shows projections by one mock draft service of what position in the first round players from the Atlantic Coast Conference, the Big Ten Conference, the PAC-12 Conference, and the Southeastern Conference will be selected.

ACC Big Ten PAC-12 SEC
College
Attended
Projected
Draft
Position
College
Attended
Projected
Draft
Position
College
Attended
Projected
Draft
Position
College
Attended
Projected
Draft
Position
Florida State 3 Iowa 6 USC 1 Florida 2
Clemson 5 Michigan St 10 Oregon 8 Alabama 4
Miami 9 Nebraska 12 Oregon 15 Kentucky 7
Georgia Tech 13 Minnesota 26 Washington 17 Texas A&M 11
Louisville 16 Wisconsin 27 UCLA 19 Missouri 14
Wake Forest 20 UCLA 21 Alabama 18
Florida State 23 Stanford 22 LSU 25
Virginia Tech 29 Arizona St 24 LSU 28

Use the Kruskal-Wallis test to determine if there is any difference among NFL teams for players from these four conferences. Use α = 0.05.

Find the value of the test statistic. (Round your answer to two decimal places.) ____________.

What is the p-value? (Round your answer to three decimal places.)

p-value =__________.

Solutions

Expert Solution

The data is given as ranks only and no need to arrange the whole data in order. We can directly proceed with the analysis.

Null Hypothesis: Population medians are equal.

Alternate Hypothesis: Population medians are not equal.

Test Statistic: follows a

where

  • n = sum of sample sizes for all samples,
  • c = number of samples,
  • = sum of ranks in the sample,
  • = size of the sample.

We calculate the total ranks and the size in each group:

ACC Big Ten PAC-12 SEC
College Projected College Projected College Projected College Projected
Attended Draft Attended Draft Attended Draft Attended Draft
Position Position Position Position
Florida State 3 Iowa 6 USC 1 Florida 2
Clemson 5 Michigan St 10 Oregon 8 Alabama 4
Miami 9 Nebraska 12 Oregon 15 Kentucky 7
Georgia Tech 13 Minnesota 26 Washington 17 Texas A&M 11
Louisville 16 Wisconsin 27 UCLA 19 Missouri 14
Wake Forest 20 UCLA 21 Alabama 18
Florida State 23 Stanford 22 LSU 25
Virginia Tech 29 Arizona St 24 LSU 28
118 81 127 109
8 5 8 8

We have n=total number=29

c=number of groups=4 ,

and

Find the value of the test statistic. (Round your answer to two decimal places.) 6.856.

The critical value of H is 7.815.

What is the p-value? (Round your answer to three decimal places.)

p-value =0.077


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