Question

In: Statistics and Probability

A television network is trying to decide during the summer which of the following three football...

A television network is trying to decide during the summer which of the following three football games to televise on the Saturday following Thanksgiving Day: Alabama versus Auburn, Georgia versus Georgia Tech, or Army versus Navy. The estimated viewer ratings for the games depend on the win–loss records of the six teams, as shown in the following payoff table:

                Number of Viewers (1,000,000s)

                             One Team Has

Both Teams       Winning Record; One      Both Teams

Have Winning      Team Has Losing          Have Losing

Game

Records                     Record                       Records

Alabama vs. Auburn

    11.3

      8.0

  5.1

Georgia vs. Georgia Tech

    10.0

      9.3

    5.3

Army vs. Navy

    10.1

      8.6

    5.6

Determine the best game to televise and the payoff associated with it by using the following decision criteria.

a. Maximax

b. Maximin

c. Equal likelihood

d. Minimax regret

Solutions

Expert Solution

a.

Maximax - Maximizes the maximum payoff.

Maximum payoff for Alabama vs. Auburn game is 11.3

Maximum payoff for Georgia vs. Georgia Tech game is 10.0

Maximum payoff for Army vs. Navy game is 10.1

Maximum of maximum payoff is for Alabama vs. Auburn game. So, the best game to televise is Alabama vs. Auburn.

b.

Maximin - Maximizes the minimum payoff.

Minimum payoff for Alabama vs. Auburn game is 5.1

Minimum payoff for Georgia vs. Georgia Tech game is 5.3

Minimum payoff for Army vs. Navy game is 5.6

Maximum of minimum payoff is for Army vs. Navy game. So, the best game to televise is Army vs. Navy.

c.

Equal likelihood - Maximizes the average payoff.

Average payoff for Alabama vs. Auburn game is (11.3 + 8.0 + 5.1)/3 = 8.133333

Average payoff for Georgia vs. Georgia Tech game is (10.0 + 9.3 + 5.3)/3 = 8.2

Average payoff for Army vs. Navy game is (10.1 + 8.6 + 5.6)/3 = 8.1

Maximum of average payoff is for Georgia vs. Georgia game. So, the best game to televise is Georgia vs. Georgia.

d.

Minimax regret -

Regret = Best Payoff - Payoff Received

Regret table is,

Game Records Records Records
Alabama vs. Auburn 11.3 - 11.3 = 0 9.3 - 8.0 = 1.3 5.6 - 5.1 = 0.5
Georgia vs. Georgia Tech 11.3 - 10.0 = 1.3 9.3 - 9.3 = 0 5.6 - 5.3 = 0.3
Army vs. Navy 11.3 - 10.1 = 1.2 9.3 - 8.6 = 0.7 5.6 - 5.6 = 0

Maximum regret of Alabama vs. Auburn game is 1.3

Maximum regret of Georgia vs. Georgia Tech game is 1.3

Maximum regret of Army vs. Navy game is 1.2

Minimum of all Maximum regret is for Army vs. Navy  game. So, the best game to televise is Army vs. Navy.


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