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Which are characteristics of decision-making under uncertainty?


A) the probability of possible future events is unknown
B) decision-makers must rely on probabilities in evaluating outcomes
C) all process parameters have known values
D) some process parameters have known values

E) B) and C)
F) A) and C)

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Exhibit 14.4 The following questions are based on the information below. Exhibit 14.4 The following questions are based on the information below.    -Refer to Exhibit 14.4.What is the expected value of perfect information for the investor? A) 13.5 B) 20 C) 45.5 D) 59 -Refer to Exhibit 14.4.What is the expected value of perfect information for the investor?


A) 13.5
B) 20
C) 45.5
D) 59

E) A) and B)
F) None of the above

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Exhibit 14.9 The following questions are based on the information below. An investor is considering 4 investments,W,X,Y,and Z.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the investment decision problem. ABCDE1 Payoff  Matrix 23 Economy 4 Investment  Decline  Expand  Choice 5 W0806X30707Y50358z2020 Payoffs \begin{array}{|c|c|c|c|c|c|}\hline & \mathrm{A} & \mathrm{B} & \mathrm{C} & \mathrm{D} & E \\\hline 1 & & \begin{array}{|ll} & \text { Payoff } \\\text { Matrix } & \\\end{array} & & & \\\hline 2 & & & & & \\\hline 3 & & \text { Economy } & & & \\\hline 4 & \text { Investment } & \text { Decline } & \text { Expand } & & \text { Choice } \\\hline 5 & \mathrm{~W} & 0 & 80 & & \\\hline 6 & \mathrm{X} & \begin{array}{l}3 \\0 \\\end{array} & 70 & & \\\hline 7 & \mathrm{Y} & \begin{array}{l}5 \\0 \\\end{array} & 35 & & \\\hline 8 & z & \begin{array}{l}2 \\0 \\\end{array} & 20 & & \\\hline & \text { Payoffs } & & & & \\\hline\end{array} -Refer to Exhibit 14.9.What formula should go in cell D5 and get copied to D6:D8 to implement the maximin decision rule?

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Exhibit 14.9 The following questions are based on the information below. An investor is considering 4 investments,W,X,Y,and Z.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the investment decision problem. ABCDE1 Payoff  Matrix 23 Economy 4 Investment  Decline  Expand  Choice 5 W0806X30707Y50358z2020 Payoffs \begin{array}{|c|c|c|c|c|c|}\hline & \mathrm{A} & \mathrm{B} & \mathrm{C} & \mathrm{D} & E \\\hline 1 & & \begin{array}{|ll} & \text { Payoff } \\\text { Matrix } & \\\end{array} & & & \\\hline 2 & & & & & \\\hline 3 & & \text { Economy } & & & \\\hline 4 & \text { Investment } & \text { Decline } & \text { Expand } & & \text { Choice } \\\hline 5 & \mathrm{~W} & 0 & 80 & & \\\hline 6 & \mathrm{X} & \begin{array}{l}3 \\0 \\\end{array} & 70 & & \\\hline 7 & \mathrm{Y} & \begin{array}{l}5 \\0 \\\end{array} & 35 & & \\\hline 8 & z & \begin{array}{l}2 \\0 \\\end{array} & 20 & & \\\hline & \text { Payoffs } & & & & \\\hline\end{array} -Refer to Exhibit 14.9.What decision should be made according to the maximax decision rule?

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The scores in a scoring model range from


A) 0 to 1
B) −1 to +1
C) 0 to 5
D) 0 to 10

E) A) and C)
F) None of the above

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Probabilistic decision rules can be used if the states of nature in a decision problem can be assigned probabilities that represent their likelihood of occurrence.Which of the following is not true regarding the probabilities employed?


A) The probabilities are always obtained from historical data.
B) The probabilities must always be unbiased.
C) The probabilities can be assigned subjectively.
D) Subjective probabilities obtained can be accurate and unbiased.

E) A) and B)
F) All of the above

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Sensitivity analysis is most useful in


A) decision-making under risk
B) decision-making under uncertainty
C) decision-making under certainty
D) all of the above

E) A) and D)
F) A) and C)

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Which one of these is not used in decision-making under risk?


A) minimax regret
B) EVPI
C) EMV
D) decision trees

E) None of the above
F) A) and D)

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Every nonprobabilistic method has a weakness for decision making.Which of the following is incorrect regarding a method and its weakness?


A) The maximax method ignores potentially large losses.
B) The maximin method ignores potentially large payoffs.
C) The minimax regret method can lead to inconsistent decisions.
D) All of these are correct.

E) A) and D)
F) B) and C)

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Exhibit 14.6 The following questions use the information below. A company is planning a plant expansion.They can build a large or small plant.The payoffs for the plant depend on the level of consumer demand for the company's products.The company believes that there is an 69% chance that demand for their products will be high and a 31% chance that it will be low.The company can pay a market research firm to survey consumer attitudes towards the company's products.There is a 63% chance that the customers will like the products and a 37% chance that they won't.The payoff matrix and costs of the two plants are listed below.The company believes that if the survey is favorable there is a 92% chance that demand will be high for the products.If the survey is unfavorable there is only a 30% chance that the demand will be high.The following decision tree has been built for this problem.The company has computed that the expected monetary value of the best decision without sample information is 154.35 million.The company has developed the following conditional probability table for their decision problem. Exhibit 14.6 The following questions use the information below. A company is planning a plant expansion.They can build a large or small plant.The payoffs for the plant depend on the level of consumer demand for the company's products.The company believes that there is an 69% chance that demand for their products will be high and a 31% chance that it will be low.The company can pay a market research firm to survey consumer attitudes towards the company's products.There is a 63% chance that the customers will like the products and a 37% chance that they won't.The payoff matrix and costs of the two plants are listed below.The company believes that if the survey is favorable there is a 92% chance that demand will be high for the products.If the survey is unfavorable there is only a 30% chance that the demand will be high.The following decision tree has been built for this problem.The company has computed that the expected monetary value of the best decision without sample information is 154.35 million.The company has developed the following conditional probability table for their decision problem.    -Refer to Exhibit 14.6.What formula should go in cell C13 of the probability table? A) =C5/$D4 B) =C5/C$6 C) =C5/$D5 D) =C4/$D4 -Refer to Exhibit 14.6.What formula should go in cell C13 of the probability table?


A) =C5/$D4
B) =C5/C$6
C) =C5/$D5
D) =C4/$D4

E) B) and D)
F) B) and C)

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A circular node in a decision tree is called an) node.


A) chance
B) random
C) decision
D) event

E) B) and D)
F) C) and D)

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Decision Analysis techniques provide modeling techniques to help decision makers make decisions.Which of the following is not typically a benefit of decision analysis?


A) Incorporating uncertainty via probabilities.
B) Incorporating risk via utility theory functions.
C) Incorporating uncertainty via exponential distributions.
D) Structuring decision strategies via decision trees.

E) B) and C)
F) B) and D)

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Business decision models can be categorized as


A) decision-making under uncertainty
B) decision-making under risk
C) decision making under certainty
D) a) and b) only

E) A) and C)
F) B) and C)

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A state of nature


A) is observed
B) is under control of a decision maker
C) is known with certainty
D) is estimated using a decision model of choice

E) A) and C)
F) All of the above

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Exhibit 14.3 The following questions are based on the information below. An investor is considering 4 investments,A,B,C and leaving his money in the bank.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the decision problem.The investor has estimated the probability of a declining economy at 70% and an expanding economy at 30%. Exhibit 14.3 The following questions are based on the information below. An investor is considering 4 investments,A,B,C and leaving his money in the bank.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the decision problem.The investor has estimated the probability of a declining economy at 70% and an expanding economy at 30%.    -Refer to Exhibit 14.3.What formula should go in cell F5 and copied to F6:F8 of the spreadsheet if the expected regret decision rule is to be used? A) =B$5-MAXB$5:B$8)  B) =MAXB$5:B$8) -MAXB5)  C) =MAXB$5:B$8) -MINB$5:B$8)  D) =MAXB$5:B$8) -B5 -Refer to Exhibit 14.3.What formula should go in cell F5 and copied to F6:F8 of the spreadsheet if the expected regret decision rule is to be used?


A) =B$5-MAXB$5:B$8)
B) =MAXB$5:B$8) -MAXB5)
C) =MAXB$5:B$8) -MINB$5:B$8)
D) =MAXB$5:B$8) -B5

E) C) and D)
F) B) and D)

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Leaves of a decision tree are also called nodes.


A) end
B) terminal
C) decision
D) payoff

E) All of the above
F) A) and B)

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Exhibit 14.12 The following questions use the information below.A decision maker is faced with two alternatives. Alternative 1: Receive $40,000 with certainty Alternative 2: Receive $80,000 with probability p and lose $5,000 with probability 1 − p). The decision maker has determined that she is indifferent between the two alternatives when p = 0.7. -Refer to Exhibit 14.12.What is the expected value of Alternative 2 for this decision maker?

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= 80,000 *...

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Based on the radar chart of the weighted scores provided below,which of the following interpretations is incorrect? Based on the radar chart of the weighted scores provided below,which of the following interpretations is incorrect?   A) Site A wins on the Sales criteria but is last on the Location criteria. B) Site C wins on the Security criteria and scores high on the remaining three criteria. C) Site B scores lowest on each of the four criteria. D) No site dominates on each of the four criteria.


A) Site A wins on the Sales criteria but is last on the Location criteria.
B) Site C wins on the Security criteria and scores high on the remaining three criteria.
C) Site B scores lowest on each of the four criteria.
D) No site dominates on each of the four criteria.

E) All of the above
F) C) and D)

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Exhibit 14.1 The following questions are based on the information below. An investor is considering 4 investments,A,B,C and leaving his money in the bank.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the decision problem. Exhibit 14.1 The following questions are based on the information below. An investor is considering 4 investments,A,B,C and leaving his money in the bank.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the decision problem.    -Refer to Exhibit 14.1.What formula should go in cell D5 to implement the maximax decision rule? A) =MAXMAXB5:C5) )  B) =MINB5:C5)  C) =AVERAGEB5:C5)  D) =MAXB5:C5) -Refer to Exhibit 14.1.What formula should go in cell D5 to implement the maximax decision rule?


A) =MAXMAXB5:C5) )
B) =MINB5:C5)
C) =AVERAGEB5:C5)
D) =MAXB5:C5)

E) A) and B)
F) A) and C)

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Exhibit 14.3 The following questions are based on the information below. An investor is considering 4 investments,A,B,C and leaving his money in the bank.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the decision problem.The investor has estimated the probability of a declining economy at 70% and an expanding economy at 30%. Exhibit 14.3 The following questions are based on the information below. An investor is considering 4 investments,A,B,C and leaving his money in the bank.The payoff from each investment is a function of the economic climate over the next 2 years.The economy can expand or decline.The following payoff matrix has been developed for the decision problem.The investor has estimated the probability of a declining economy at 70% and an expanding economy at 30%.    -Refer to Exhibit 14.3.What decision should be made according to the expected monetary value decision rule? A) A B) B C) C D) Bank -Refer to Exhibit 14.3.What decision should be made according to the expected monetary value decision rule?


A) A
B) B
C) C
D) Bank

E) None of the above
F) A) and B)

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