Exam 20: An Introduction to Decision Theory
Exam 1: What Is Statistics79 Questions
Exam 2: Describing Data: Frequency Tables, Frequency Distributions, and Graphic Presentation129 Questions
Exam 3: Describing Data: Numerical Measures132 Questions
Exam 4: Describing Data: Displaying and Exploring Data108 Questions
Exam 5: A Survey of Probability Concepts130 Questions
Exam 6: Discrete Probability Distributions128 Questions
Exam 7: Continuous Probability Distributions131 Questions
Exam 8: Sampling Methods and the Central Limit Theorem115 Questions
Exam 9: Estimation and Confidence Intervals129 Questions
Exam 10: One-Sample Tests of Hypothesis134 Questions
Exam 11: Two-Sample Tests of Hypothesis130 Questions
Exam 12: Analysis of Variance128 Questions
Exam 13: Correlation and Linear Regression130 Questions
Exam 14: Multiple Regression Analysis129 Questions
Exam 15: Index Numbers129 Questions
Exam 16: Time Series and Forecasting129 Questions
Exam 17: Nonparametric Methods: Goodness-Of-Fit Tests129 Questions
Exam 18: Nonparametric Methods: Analysis of Ranked Data129 Questions
Exam 19: Statistical Process Control and Quality Management129 Questions
Exam 20: An Introduction to Decision Theory115 Questions
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In decision theory, an uncertain future outcome is called a: ____________________
(Short Answer)
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The expected value under conditions of uncertainty subtracted from the expected value under conditions of certainty will result in the
(Multiple Choice)
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Sensitivity analysis examines the effects that changes in the probabilities for the states of nature have on the expected values of the alternatives or acts, and the corresponding decisions.
(True/False)
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A person is trying to decide if they should buy a lottery ticket. The ticket costs $2.00. If the ticket is a winner, the prize would be $1,000. Knowing that winning $1,000 is not a certain outcome (state of nature), the person finds that the probability of winning is 0.001. Based on this information, the following payoff table can be constructed:
What is the decision using a maximin approach?

(Multiple Choice)
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A person is trying to decide if they should buy a lottery ticket. The ticket costs $2.00. If the ticket is a winner, the prize would be $1,000. Knowing that winning $1,000 is not a certain outcome (state of nature), the person finds that the probability of winning is 0.001. Based on this information, the following payoff table can be constructed:
What is the expected monetary value of buying the ticket?

(Multiple Choice)
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What is the potential loss associated with a future state of nature called? ________________________
(Short Answer)
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The manager of Paul's fruit and vegetable store is considering the purchase of a new seedless watermelon from a wholesale distributor. Since this seedless watermelon costs $4, will sell for $7, and is highly perishable, he only expects to sell between 6 and 9 of them. What is the payoff value for the purchase of 7 watermelons when the demand is for 7 or more watermelons?
(Multiple Choice)
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A way to decide which common stock to purchase is to determine the profit that might be lost because the exact state of nature (the market behavior) was not known at the time the investor bought the stock. This potential loss is called opportunity loss or regret.
(True/False)
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You have four different strategic business plans you can select to implement against your competitors.You estimate that the probability that the competitors are aware of your strategies is 0.3 and 0.7 that they are unaware.The payoffs are estimated for each scenario.
What is the maximin choice?

(Short Answer)
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The national sales manager for "I colored this" (ICT) T-shirts, provides all salespersons with the opportunity loss table showing the potential lost profit for each purchase decision or act from 1 to 4 dozen T-shirts. The probability of demand for each state of nature is also shown.
What is the expected opportunity loss of purchasing 4 dozen T-shirts?

(Multiple Choice)
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The manager of Paul's fruit and vegetable store is considering the purchase of a new seedless watermelon from a wholesale distributor. Since this seedless watermelon costs $4, will sell for $7, and is highly perishable, he only expects to sell between 6 and 9 of them. What is the payoff value for the purchase of 6 watermelons when the demand is for 6 watermelons?
(Multiple Choice)
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In statistical decision making, the act or decision alternative yielding the maximum expected payoff also yields the minimum ________________.
(Short Answer)
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The manager of Paul's fruit and vegetable store is considering the purchase of a new seedless watermelon from a wholesale distributor. Since this seedless watermelon costs $4, will sell for $7, and is highly perishable, he only expects to sell between 6 and 9 of them. If the merchant purchases 7 watermelons, the maximum opportunity loss occurs when the demand is how many units?
(Multiple Choice)
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You have four different strategic business plans you can select to implement against your competitors.You estimate that the probability that the competitors are aware of your strategies is 0.3 and 0.7 that they are unaware.The payoffs are estimated for each scenario.
What strategy should you choose if the competitor is unaware?

(Short Answer)
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You have four different strategic business plans you can select to implement against your competitors.You estimate that the probability that the competitors are aware of your strategies is 0.3 and 0.7 that they are unaware.The payoffs are estimated for each scenario.
What is the expected value of perfect information?

(Short Answer)
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A person is trying to decide if they should buy a lottery ticket. The ticket costs $2.00. If the ticket is a winner, the prize would be $1,000. Knowing that winning $1,000 is not a certain outcome (state of nature), the person finds that the probability of winning is 0.001. Based on this information, the following payoff table can be constructed:
What is the probability of losing $2.00?

(Multiple Choice)
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You have a decision to invest $10,000 in any of four different companies.You estimate that the probabilities that the economy will be favorable or unfavorable, and you estimate the percent returns over the next year.
What is the maximax choice?

(Short Answer)
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What is the most optimistic of all possible decision making strategies?
(Multiple Choice)
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A maximin strategy will always choose the act or alternative that
(Multiple Choice)
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The national sales manager for "I colored this" (ICT) T-shirts, provides all salespersons with the opportunity loss table showing the potential lost profit for each purchase decision or act from 1 to 4 dozen T-shirts. The probability of demand for each state of nature is also shown.
How many dozen T-shirts should you purchase based on minimizing the expected opportunity loss?

(Multiple Choice)
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