Exam 15: Decisions Under Risk and Uncertainty

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Choosing the decision with the maximum possible payoff

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D

Using the following: The manager's utility function for profit is U π\pi = 50 π\pi , where π\pi is the dollar amount of profit. The manager is considering a risky decision with the four possible profit outcomes shown below. The manager makes the following subjective assessments about the probability of each profit outcome:  Probability  Profit outcome ($) 0.20$15,0000.30$5,0000.30$5,0000.20$25,000\begin{array} { c c } \text { Probability } & \text { Profit outcome (\$) } \\\hline 0.20 & - \$ 15,000 \\0.30 & - \$ 5,000 \\0.30 & \$ 5,000 \\0.20 & \$ 25,000\end{array} -What is the expected profit?

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C

Refer to the following: A firm making production plans believes there is a 30% probability the price will be $10, a 50% probability the price will be $15, and a 20% probability the price will be $20. The manager must decide whether to produce 6,000 units of output (A), 8,000 units (B) or 10,000 units (C). The following table shows 4 possible outcomes depending on the output chosen and the actual price. Prodi ( Loss ) when price is Prodiction \ 10 \ 15 \ 20 G,000 (A) -\ 200 \ 400 \ 1,000 B,000 (B) -\ 400 \ 600 \ 1,600 10,000(C) -\ 1,000 \ 800 \ 3,000 -If the mean-variance rule is used, how much should the firm produce?

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D

Using the following: The manager's utility function for profit is U π\pi = 10 ln π\pi , where π\pi is the dollar amount of profit. The manager is considering a risky decision with the four possible profit outcomes shown below. The manager makes the following subjective assessments about the probability of each profit outcome:  Prabability  Profit outcome ($) 0.05$5,0000.10$10,0000.35$15,0000.50$20,000\begin{array} { c c } \text { Prabability } & \text { Profit outcome (\$) } \\\hline 0.05 & \$ 5,000 \\0.10 & \$ 10,000 \\0.35 & \$ 15,000 \\0.50 & \$ 20,000\end{array} -What is the expected utility of profit?

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Refer to the following situation: A firm is making production plans for next quarter, but the manager does not know what the price of the product will be next month. She believes there is a 30 percent chance price will be $500 and a 70 percent chance price will be $750. The four possible profit outcomes are: Prod (toss) when pice is: \ 500 \ 750 Option A produce 1,000 unids -\ 12,000 \ 80,000 Oplion B produce 2,000 unids \ 20,000 \ 150,000 -Which option has the highest (absolute) risk?

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Refer to the following: A firm is considering the decision of investing in new plants. The following is the profit payoff matrix under three conditions: it does not expand, it builds two new plants, or it builds one new plant. Three possible states of nature can exist--no change in the economy, the economy contracts and the economy grows. The firm has no idea of the probability of each state.  The economy \text { The economy } expands contracts unchanged no new plants \ 20 million -\ 3 million \ 4 million 1 new plant \ 30 million -\ 6 million \ 6 million 2 new plants \ 40 million -\ 12 million \ 8 million -What decision would be made using the maximax rule?

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Subjective probabilities are

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Refer to the following: A firm is considering two projects, A and B, with the following probability distributions for profit. Profit ( \1 ,000s) Praject A Probability (\%) Project B Prabability (\%) \ 20 10 10 40 15 15 50 50 25 80 15 40 100 10 10 -What is the expected value of project B (in $1,000s)?

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Refer to the following: A firm is considering two projects, A and B, with the following probability distributions for profit. Profit ( \1 ,000s) Praject A Probability (\%) Project B Prabability (\%) \ 20 10 10 40 15 15 50 50 25 80 15 40 100 10 10 -A decision maker using the analysis of variance rule would

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Refer to the following: The following payoff matrix shows the various profit outcomes for 3 projects, A, B, and C, under 2 possible states of nature: the product price is $10 or the product price is $20. Profit Project P=\ 10 P=\ 20 A 20 80 B 40 60 C -26 140 -Using the minimax regret rule the decision maker would choose

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Refer to the following: The following payoff matrix shows the various profit outcomes for 3 projects, A, B, and C, under 2 possible states of nature: the product price is $10 or the product price is $20. Profit Project P=\ 10 P=\ 20 A 20 80 B 40 60 C -26 140 -Using the equal probability rule the decision maker would choose

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The maximin rule

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Refer to the following: A firm is considering two projects, A and B, with the following probability distributions for profit. Profit ( \1 ,000s) Praject A Probability (\%) Project B Prabability (\%) \ 20 10 10 40 15 15 50 50 25 80 15 40 100 10 10 -The coefficient of variation (to 2 decimal places) is

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Use the following two probability distributions for sales of a firm to answer Questions : Sales Distribution1 Probability Distribution2 Probability 2,000 0.05 0.05 3,000 0.20 0.15 4,000 0.50 0.20 5,000 0.20 0.35 6,000 0.05 0.25 -The expect value of sales for Distribution 2 is _____________.

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Refer to the following: A firm is considering two projects, A and B, with the following probability distributions for profit. Profit ( \1 ,000s) Praject A Probability (\%) Project B Prabability (\%) \ 20 10 10 40 15 15 50 50 25 80 15 40 100 10 10 -The variance of project A is

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Using the minimax regret rule the manager makes the decision

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Refer to the following table showing the probability distribution of payoffs from an activity. Units Payaff Prabability 1 \ 30 10\% 2 40 25\% 3 60 30\% 4 50 20\% 5 10 15\% -What is the coefficient of variation for this distribution?

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A probability distribution

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Using the following: The manager's utility function for profit is U π\pi = 50 π\pi , where π\pi is the dollar amount of profit. The manager is considering a risky decision with the four possible profit outcomes shown below. The manager makes the following subjective assessments about the probability of each profit outcome:  Probability  Profit outcome ($) 0.20$15,0000.30$5,0000.30$5,0000.20$25,000\begin{array} { c c } \text { Probability } & \text { Profit outcome (\$) } \\\hline 0.20 & - \$ 15,000 \\0.30 & - \$ 5,000 \\0.30 & \$ 5,000 \\0.20 & \$ 25,000\end{array} -What is the expected utility of profit?

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Refer to the following: A firm making production plans believes there is a 30% probability the price will be $10, a 50% probability the price will be $15, and a 20% probability the price will be $20. The manager must decide whether to produce 6,000 units of output (A), 8,000 units (B) or 10,000 units (C). The following table shows 4 possible outcomes depending on the output chosen and the actual price. Prodi ( Loss ) when price is Prodiction \ 10 \ 15 \ 20 G,000 (A) -\ 200 \ 400 \ 1,000 B,000 (B) -\ 400 \ 600 \ 1,600 10,000(C) -\ 1,000 \ 800 \ 3,000 -What is the variance if 6,000 units are produced?

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