In: Statistics and Probability
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) |
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One Team Has |
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Both Teams Winning Record; One Both Teams |
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Have Winning Team Has Losing Have Losing |
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Game |
Records Record Records |
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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
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.