Deck 15: Decision Theory

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سؤال
When the maximin criterion is used,the decision-maker assumes that for any alternative action,the state of nature with the maximum payoff will take place.
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سؤال
A tire manufacturer needs to make a decision about the amount of production for the coming month (high vs.low).The level of production largely depends on the level of demand.For this situation,the levels of demand (high,medium,low)represent alternatives.
سؤال
The maximax criterion finds the best possible payoff for each alternative,and then chooses the alternative that yields the maximum (best)possible payoff.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand respectively.The payoff values are in thousands of dollars.  States of nature s1 s2 s3 Alternative (strategy) 1 108070 Alternative (strategy) 2 6012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) 1 } & 10 & 80 & 70 \\\text { Alternative (strategy) 2 } & 60 & 120 & 50\end{array}
The best alternative (course of action)for the EKA manufacturing company using the maximax criterion is alternative 1.
سؤال
The expected monetary value criterion is best used when a large number of similar decisions will be made.
سؤال
The maximax criterion finds the worst possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
سؤال
A set of potential future conditions that will have an effect on the results of a decision is called the states of nature.
سؤال
Maximin is a criterion used when making decisions under certainty.
سؤال
Maximin is a criterion used when making decisions under _____________.

A)uncertainty
B)certainty
C)risk
D)alternatives
E)states of nature
سؤال
The maximax criterion is preferred by pessimistic decision-makers.
سؤال
Maximax is a criterion used when making decisions under uncertainty.
سؤال
The maximin criterion finds the best possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
سؤال
A decision-maker's expected utility is based upon their attitude towards risk.
سؤال
When making a decision in an environment of ________________,the likelihood of each state of nature can be estimated.

A)certainty
B)uncertainty
C)risk
D)alternatives
E)optimism
سؤال
When we use the expected monetary value criterion,the expected payoff equals the actual payoff that will be realized.
سؤال
The maximin criterion is preferred by optimistic decision-makers.
سؤال
In a decision tree,the branches emanating from a decision point represent states of nature.
سؤال
When making a decision in an environment of ________________,the decision maker knows which of the states of nature will actually occur.

A)certainty
B)uncertainty
C)risk
D)optimism
E)pessimism
سؤال
In utility analysis,a utility curve that shows a rapid increase in utility for initial amounts of money followed by a gradual leveling off for larger amounts of money is appropriate for a risk seeking decision maker.
سؤال
If the decision maker has no knowledge about the likelihood of any of the states of nature occurring,then it can be stated that the decision maker is making decisions under _____.

A)certainty
B)uncertainty
C)risk
D)optimism
E)pessimism
سؤال
The utility curve given below represents the preferences of a _________________ decision maker. <strong>The utility curve given below represents the preferences of a _________________ decision maker.  </strong> A)risk averse B)risk neutral C)risk seeking <div style=padding-top: 35px>

A)risk averse
B)risk neutral
C)risk seeking
سؤال
The _______________________ is the difference between the expected payoff of sampling and the expected payoff based on expected monetary criterion and prior probabilities.

A)maximax criterion
B)maximin criterion
C)expected utility
D)expected value of perfect information
E)expected value of sample information
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium and low demand with probabilities of .3, .6 and .1 respectively. The payoff values are in thousands of dollars.
 States of nature s1 s2 s3 Alternative (strategy) 1108070 Alternative (strategy) 26012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) } 1 & 10 & 80 & 70 \\\text { Alternative (strategy) } 2 & 60 & 120 & 50\end{array}

-Find the expected monetary value for each of the alternatives and determine the best alternative (course of action)for the EKA manufacturing company using the expected monetary value criterion.

A)EMV1 = $98,000,EMV2 = $95,000,choose strategy 1
B)EMV1 = $58,000,EMV2 = $95,000,choose strategy 2
C)EMV1 = $58,000,EMV2 = $85,000,choose strategy 1
D)EMV1 = $66,667,EMV2 = $76,667 choose strategy 2
E)EMV1 = $120,000,EMV2 = $110,000,choose strategy 1
سؤال
An investor is looking at three possible investments: growth stock,blue chip stock,or municipal bonds.The investment performance will vary depending on the investment market condition of Bull (market rising),flat,or Bear (market falling).The investment return for each investment for the corresponding market conditions is given below:  Bull  Flat  Bear  Growth Stock 2016 Blue Chip 980 Bonds 444\begin{array} { | l | l | l | l | } \hline & \text { Bull } & \text { Flat } & \text { Bear } \\\hline \text { Growth Stock } & 20 & 1 & - 6 \\\hline \text { Blue Chip } & 9 & 8 & 0 \\\hline \text { Bonds } & 4 & 4 & 4 \\\hline\end{array}
Which investment would the investor select if the maximin criterion is used?

A)Growth Stock
B)Blue Chip
C)Bonds
سؤال
The _______________________ is the difference between the expected payoff that would have been realized had the best alternative action been selected if we know which state of nature has occurred and the expected payoff under risk.

A)maximax criterion
B)maximin criterion
C)expected utility
D)expected value of perfect information
E)expected value of sample information
سؤال
A pharmaceutical company manufacturing a virus detection kit wants to determine the probability of a person without the virus receiving a positive text result.It is estimated that the probability of infected potential users of the kit is 10%.According to the company laboratory test results,1 out of 100 viral-free people tested positive (false positive).On the other hand,1 out of 200 infected people tested negative (false negative).A person has just used the detection kit manufactured by the company and the results showed they had the virus.What is the probability that the person is infected?

A)1%
B)0.9%
C)0.05%
D)8.3%
E)0.056%
سؤال
A person's utility is determined by the preferences they exhibit for decision choices involving __________.

A)certainty
B)uncertainty
C)risk
D)Bayes' Theorem
E)optimism
سؤال
An investor has the following utilities corresponding to various possible returns on an investment:
 Profit  Utility $100,0001$75,0000.9$40,0000.6$00.25$5,0000.10$10,0000\begin{array}{|c|l|}\hline \text { Profit } &{\text { Utility }} \\\hline \$ 100,000 & 1 \\\hline \$ 75,000 & 0.9 \\\hline \$ 40,000 & 0.6 \\\hline \$ 0 & 0.25 \\\hline-\$ 5,000 & 0.10 \\\hline-\$ 10,000 & 0 \\\hline\end{array}

-The investor is considering two potential investments with the following potential returns and the probability of these returns.  Investment 1 Investment 2 Profit  Probability  Profit  Probability $75,0000.1$100,0000.2$40,0000.4$75,0000.3$00.5$50000.5\begin{array}{|l|l|r|l|}\hline \text { Investment } 1&&\text { Investment } 2\\\hline \text { Profit } & \text { Probability } &{\text { Profit }} & \text { Probability } \\\hline \$ 75,000 & 0.1 & \$ 100,000 & 0.2 \\\hline \$ 40,000 & 0.4 & \$ 75,000 & 0.3 \\\hline \$ \quad 0 & 0.5 & -\$ \quad 5000 & 0.5 \\\hline\end{array}
Which investment should the investor choose and why?

A)Investment 2 because it has the highest expected monetary value of $40,000.
B)Investment 1 because it has the lowest expected monetary value of $23,500.
C)Investment 2 because it has the highest expected utility of 0.52.
D)Investment 1 because it has the lowest expected utility of 0.455.
E)Cannot be determined without more information.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand respectively.The payoff values are in thousands of dollars.  States of nature s1 s2 s3 Alternative (strategy) 1 108070 Alternative (strategy) 2 6012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) 1 } & 10 & 80 & 70 \\\text { Alternative (strategy) 2 } & 60 & 120 & 50\end{array}
The best alternative (course of action)for the EKA manufacturing company using the maximin criterion is strategy __ which assures a guaranteed minimum payoff of _____.

A)1,$10,000
B)2,$120,000
C)1,$100,000
D)2,$50,000
E)2,$80,000
سؤال
Maximax is a criterion used when making decisions under __________________.

A)certainty
B)uncertainty
C)risk
D)alternatives
سؤال
The expected monetary value criterion is used for decision-making under __________________.

A)certainty
B)uncertainty
C)risk
D)alternatives
E)states of nature
سؤال
When we assess the worth of sample information in a decision making problem,we are performing a:

A)Prior analysis
B)Preposterior analysis
C)Posterior analysis
D)Payoff analysis
E)Utility analysis
سؤال
A pharmaceutical company manufacturing a virus detection kit wants to determine the probability of a person without the virus receiving a positive text result.It is estimated that the probability of infected potential users of the kit is 10%.According to the company laboratory test results,1 out of 100 viral-free people tested positive (false positive).On the other hand,1 out of 200 infected people tested negative (false negative).A person has just used the detection kit manufactured by the company and the results showed they had the virus.What is the probability that the person is viral-free?

A)90%
B)0.9%
C)8.3%
D)91.7%
E)10.85%
سؤال
The _____________________ criterion is attractive to those decision-makers who exhibit a neutral approach towards decision choices involving risk.

A)expected utility
B)expected monetary value
C)maximin
D)maximax
E)decision theory
سؤال
The utility curve given below represents the preferences of a _________________ decision maker. <strong>The utility curve given below represents the preferences of a _________________ decision maker.  </strong> A)risk averse B)risk neutral C)risk seeking <div style=padding-top: 35px>

A)risk averse
B)risk neutral
C)risk seeking
سؤال
The utility curve given below represents the preferences of a _________________ decision maker. <strong>The utility curve given below represents the preferences of a _________________ decision maker.  </strong> A)risk averse B)risk neutral C)risk seeking <div style=padding-top: 35px>

A)risk averse
B)risk neutral
C)risk seeking
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium and low demand with probabilities of .3, .6 and .1 respectively. The payoff values are in thousands of dollars.
 States of nature s1 s2 s3 Alternative (strategy) 1108070 Alternative (strategy) 26012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) } 1 & 10 & 80 & 70 \\\text { Alternative (strategy) } 2 & 60 & 120 & 50\end{array}

-What is the maximum amount that the company would be willing to pay for perfect information?

A)$95,000
B)$112,000
C)$17,000
D)$24,000
E)$2,000
سؤال
The expected net gain of sampling equals the expected ______________ minus the cost of sampling.

A)payoff of sampling
B)payoff of no sampling
C)value of sample information
D)value of perfect information
E)utility
سؤال
An investor has the following utilities corresponding to various possible returns on an investment:
 Profit  Utility $100,0001$75,0000.9$40,0000.6$00.25$5,0000.10$10,0000\begin{array}{|c|l|}\hline \text { Profit } &{\text { Utility }} \\\hline \$ 100,000 & 1 \\\hline \$ 75,000 & 0.9 \\\hline \$ 40,000 & 0.6 \\\hline \$ 0 & 0.25 \\\hline-\$ 5,000 & 0.10 \\\hline-\$ 10,000 & 0 \\\hline\end{array}

-The investor is considering an investment with the following potential returns and the probability of these returns.  Profit  Probability $100,0000.1$40,0000.5$10,0000.4\begin{array} { | c | l | } \hline { \text { Profit } } & \text { Probability } \\\hline \$ 100,000 & 0.1 \\\hline \$ 40,000 & 0.5 \\\hline - \$ 10,000 & 0.4 \\\hline\end{array}
What is the investor's expected utility for this investment?

A)$26,000
B)$40,000
C)0.33
D)0.4
E)Cannot be determined.
سؤال
An investor is looking at three possible investments: growth stock,blue chip stock,or municipal bonds.The investment performance will vary depending on the investment market condition of Bull (market rising),flat,or Bear (market falling).The investment return for each investment for the corresponding market conditions is given below:  Bull  Flat  Bear  Growth Stock 2016 Blue Chip 980 Bonds 444\begin{array} { | l | l | l | l | } \hline & \text { Bull } & \text { Flat } & \text { Bear } \\\hline \text { Growth Stock } & 20 & 1 & - 6 \\\hline \text { Blue Chip } & 9 & 8 & 0 \\\hline \text { Bonds } & 4 & 4 & 4 \\\hline\end{array}
Which investment would the investor select if the maximax criterion is used?

A)Growth Stock
B)Blue Chip
C)Bonds
سؤال
A corn farmer has categorized the weather into three possible levels.The weather conditions will affect the timing of the harvest and the associated payoff.In this situation,the weather conditions are called the ____________________________.
سؤال
In a decision tree,the branches emanating from a circular node represent the possible ___________________.
سؤال
The _____________ criterion finds the best possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
سؤال
The _____________ criterion finds the worst possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
سؤال
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is not defective.Based on this additional information,what is the revised (posterior)probability for the reject state?

A)24
B)52
C)18
D)39
E)78
سؤال
In utility analysis,a utility curve that shows a rapid increase in utility for initial amounts of money followed by a gradual levelling off for larger amount of money is appropriate for a risk _____ decision maker.

A)seeking
B)averse
C)neutral
سؤال
When making a decision in an environment of ________________,the decision maker knows which of the states of nature will actually occur.
سؤال
The _______________________ is the difference between the expected payoff that would have been realized had the best alternative action been selected if we know which state of nature has occurred and the expected payoff under risk.
سؤال
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is not defective.Based on this additional information,what is the revised (posterior)probability for the further analyze state?

A)24
B)52
C)18
D)39
E)78
سؤال
A __________ is a diagram that assists the decision maker in analyzing a decision problem.
سؤال
A company wants to add a new product to its existing line of products.There are two similar candidate products A and B The demand for the new product could be high,medium,or low with probabilities of .25,.5,and .25 respectively.The demand and the corresponding profit for each product is:  High  Medium  Low  Product A 40,00030,00020,000 Product B 70,00020,0000\begin{array} { | l | l | l | l | } \hline & \text { High } & \text { Medium } & \text { Low } \\\hline \text { Product A } & 40,000 & 30,000 & 20,000 \\\hline \text { Product B } & 70,000 & 20,000 & 0 \\\hline\end{array} Based on the expected value criterion,which product should be chosen?

A)Product A
B)Product B
C)Either product since they have the same expected demand.
D)Expected demand cannot be used as a basis of decision.
سؤال
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is defective.Based on this additional information,what is the revised (posterior)probability for the reject state?

A)44
B)52
C)18
D)08
E)48
سؤال
The ____________________ criterion for choosing among alternative actions assumes that the state of nature with the best payoff will be experienced.
سؤال
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is defective.Based on this additional information,what is the revised (posterior)probability for the accept state?

A)24
B)52
C)18
D)39
E)48
سؤال
The expected value criterion is used for decision-making under _______________.
سؤال
The ____________________ criterion for choosing among alternative actions assumes that the state of nature with the worst payoff will be experienced.
سؤال
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is defective.Based on this additional information,what is the revised (posterior)probability for the further analyze state?

A)44
B)52
C)18
D)39
E)48
سؤال
A tire manufacturer needs to make a decision about the amount of production for the coming month (high vs.low).The level of production largely depends on the level of demand.For this situation,the amount of production constitutes the ___________________ actions.
سؤال
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is not defective.Based on this additional information,what is the revised (posterior)probability for the accept state?

A)24
B)52
C)18
D)39
E)78
سؤال
The expected _____________________ is the difference between the expected value of sampling and the cost of sampling.
سؤال
In utility theory,a(n)__________________ decision maker is an individual who will choose the decision alternative having the having the highest expected profit.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -If the weather conditions are favourable,determine which manufacturing strategy the company should implement?<div style=padding-top: 35px> The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-If the weather conditions are favourable,determine which manufacturing strategy the company should implement?
سؤال
The __________________ criterion is preferred by optimistic decision-makers.
سؤال
A decision-maker's expected _____________ is based upon his/her attitude towards risk.
سؤال
In a decision-making situation,the maximum amount of money that should be spent to obtain perfect information is called the ______________________________.
سؤال
Expected value of _________ is defined as the expected payoff under certainty subtracted by the expected payoff under risk.
سؤال
The __________________ criterion is preferred by pessimistic decision- makers.
سؤال
_____ represent a set of potential future conditions that affect the results of the decision.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -What is the probability that weather conditions are poor,given that the demand is high? What is the probability that weather conditions are poor,given that the demand is medium? What is the probability that weather conditions are poor,given that the demand is low?<div style=padding-top: 35px> The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-What is the probability that weather conditions are poor,given that the demand is high? What is the probability that weather conditions are poor,given that the demand is medium? What is the probability that weather conditions are poor,given that the demand is low?
سؤال
The _________ curve of an individual decision maker is a plot of the decision-maker's utilities versus the profits.
سؤال
The expected net gain of sampling equals the _______________ minus the cost of sampling.
سؤال
The _____________ criterion is best used when a large number of similar decisions will be made under risk.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -Construct the revised probability table for favourable weather conditions and find the probability of high demand given that the weather conditions are favourable.<div style=padding-top: 35px> The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-Construct the revised probability table for favourable weather conditions and find the probability of high demand given that the weather conditions are favourable.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -Determine the best alternative (course of action)for the EKA manufacturing company using the maximax criterion.<div style=padding-top: 35px>

-Determine the best alternative (course of action)for the EKA manufacturing company using the maximax criterion.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -Find the expected monetary value for each of the alternatives and determine the best alternative (course of action)for the EKA manufacturing company using the expected monetary value criterion.<div style=padding-top: 35px>

-Find the expected monetary value for each of the alternatives and determine the best alternative (course of action)for the EKA manufacturing company using the expected monetary value criterion.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -Determine the best alternative (course of action)for the EKA manufacturing company using the maximin criterion.<div style=padding-top: 35px>

-Determine the best alternative (course of action)for the EKA manufacturing company using the maximin criterion.
سؤال
The expected _________ criterion tells the decision maker to choose the alternative with the highest expected payoff.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -What is the maximum amount that the company would be willing to pay for perfect information?<div style=padding-top: 35px>

-What is the maximum amount that the company would be willing to pay for perfect information?
سؤال
When we assess the worth of sample information in a decision-making problem,we are performing a(n)_____________ analysis.
سؤال
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -Construct the revised probability table for poor weather conditions and find the probability of high demand given that the weather conditions are poor.<div style=padding-top: 35px> The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-Construct the revised probability table for poor weather conditions and find the probability of high demand given that the weather conditions are poor.
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Deck 15: Decision Theory
1
When the maximin criterion is used,the decision-maker assumes that for any alternative action,the state of nature with the maximum payoff will take place.
False
2
A tire manufacturer needs to make a decision about the amount of production for the coming month (high vs.low).The level of production largely depends on the level of demand.For this situation,the levels of demand (high,medium,low)represent alternatives.
False
3
The maximax criterion finds the best possible payoff for each alternative,and then chooses the alternative that yields the maximum (best)possible payoff.
True
4
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand respectively.The payoff values are in thousands of dollars.  States of nature s1 s2 s3 Alternative (strategy) 1 108070 Alternative (strategy) 2 6012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) 1 } & 10 & 80 & 70 \\\text { Alternative (strategy) 2 } & 60 & 120 & 50\end{array}
The best alternative (course of action)for the EKA manufacturing company using the maximax criterion is alternative 1.
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5
The expected monetary value criterion is best used when a large number of similar decisions will be made.
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6
The maximax criterion finds the worst possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
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7
A set of potential future conditions that will have an effect on the results of a decision is called the states of nature.
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8
Maximin is a criterion used when making decisions under certainty.
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9
Maximin is a criterion used when making decisions under _____________.

A)uncertainty
B)certainty
C)risk
D)alternatives
E)states of nature
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10
The maximax criterion is preferred by pessimistic decision-makers.
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11
Maximax is a criterion used when making decisions under uncertainty.
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12
The maximin criterion finds the best possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
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13
A decision-maker's expected utility is based upon their attitude towards risk.
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14
When making a decision in an environment of ________________,the likelihood of each state of nature can be estimated.

A)certainty
B)uncertainty
C)risk
D)alternatives
E)optimism
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15
When we use the expected monetary value criterion,the expected payoff equals the actual payoff that will be realized.
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16
The maximin criterion is preferred by optimistic decision-makers.
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17
In a decision tree,the branches emanating from a decision point represent states of nature.
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18
When making a decision in an environment of ________________,the decision maker knows which of the states of nature will actually occur.

A)certainty
B)uncertainty
C)risk
D)optimism
E)pessimism
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19
In utility analysis,a utility curve that shows a rapid increase in utility for initial amounts of money followed by a gradual leveling off for larger amounts of money is appropriate for a risk seeking decision maker.
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20
If the decision maker has no knowledge about the likelihood of any of the states of nature occurring,then it can be stated that the decision maker is making decisions under _____.

A)certainty
B)uncertainty
C)risk
D)optimism
E)pessimism
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21
The utility curve given below represents the preferences of a _________________ decision maker. <strong>The utility curve given below represents the preferences of a _________________ decision maker.  </strong> A)risk averse B)risk neutral C)risk seeking

A)risk averse
B)risk neutral
C)risk seeking
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22
The _______________________ is the difference between the expected payoff of sampling and the expected payoff based on expected monetary criterion and prior probabilities.

A)maximax criterion
B)maximin criterion
C)expected utility
D)expected value of perfect information
E)expected value of sample information
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23
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium and low demand with probabilities of .3, .6 and .1 respectively. The payoff values are in thousands of dollars.
 States of nature s1 s2 s3 Alternative (strategy) 1108070 Alternative (strategy) 26012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) } 1 & 10 & 80 & 70 \\\text { Alternative (strategy) } 2 & 60 & 120 & 50\end{array}

-Find the expected monetary value for each of the alternatives and determine the best alternative (course of action)for the EKA manufacturing company using the expected monetary value criterion.

A)EMV1 = $98,000,EMV2 = $95,000,choose strategy 1
B)EMV1 = $58,000,EMV2 = $95,000,choose strategy 2
C)EMV1 = $58,000,EMV2 = $85,000,choose strategy 1
D)EMV1 = $66,667,EMV2 = $76,667 choose strategy 2
E)EMV1 = $120,000,EMV2 = $110,000,choose strategy 1
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24
An investor is looking at three possible investments: growth stock,blue chip stock,or municipal bonds.The investment performance will vary depending on the investment market condition of Bull (market rising),flat,or Bear (market falling).The investment return for each investment for the corresponding market conditions is given below:  Bull  Flat  Bear  Growth Stock 2016 Blue Chip 980 Bonds 444\begin{array} { | l | l | l | l | } \hline & \text { Bull } & \text { Flat } & \text { Bear } \\\hline \text { Growth Stock } & 20 & 1 & - 6 \\\hline \text { Blue Chip } & 9 & 8 & 0 \\\hline \text { Bonds } & 4 & 4 & 4 \\\hline\end{array}
Which investment would the investor select if the maximin criterion is used?

A)Growth Stock
B)Blue Chip
C)Bonds
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25
The _______________________ is the difference between the expected payoff that would have been realized had the best alternative action been selected if we know which state of nature has occurred and the expected payoff under risk.

A)maximax criterion
B)maximin criterion
C)expected utility
D)expected value of perfect information
E)expected value of sample information
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26
A pharmaceutical company manufacturing a virus detection kit wants to determine the probability of a person without the virus receiving a positive text result.It is estimated that the probability of infected potential users of the kit is 10%.According to the company laboratory test results,1 out of 100 viral-free people tested positive (false positive).On the other hand,1 out of 200 infected people tested negative (false negative).A person has just used the detection kit manufactured by the company and the results showed they had the virus.What is the probability that the person is infected?

A)1%
B)0.9%
C)0.05%
D)8.3%
E)0.056%
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27
A person's utility is determined by the preferences they exhibit for decision choices involving __________.

A)certainty
B)uncertainty
C)risk
D)Bayes' Theorem
E)optimism
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28
An investor has the following utilities corresponding to various possible returns on an investment:
 Profit  Utility $100,0001$75,0000.9$40,0000.6$00.25$5,0000.10$10,0000\begin{array}{|c|l|}\hline \text { Profit } &{\text { Utility }} \\\hline \$ 100,000 & 1 \\\hline \$ 75,000 & 0.9 \\\hline \$ 40,000 & 0.6 \\\hline \$ 0 & 0.25 \\\hline-\$ 5,000 & 0.10 \\\hline-\$ 10,000 & 0 \\\hline\end{array}

-The investor is considering two potential investments with the following potential returns and the probability of these returns.  Investment 1 Investment 2 Profit  Probability  Profit  Probability $75,0000.1$100,0000.2$40,0000.4$75,0000.3$00.5$50000.5\begin{array}{|l|l|r|l|}\hline \text { Investment } 1&&\text { Investment } 2\\\hline \text { Profit } & \text { Probability } &{\text { Profit }} & \text { Probability } \\\hline \$ 75,000 & 0.1 & \$ 100,000 & 0.2 \\\hline \$ 40,000 & 0.4 & \$ 75,000 & 0.3 \\\hline \$ \quad 0 & 0.5 & -\$ \quad 5000 & 0.5 \\\hline\end{array}
Which investment should the investor choose and why?

A)Investment 2 because it has the highest expected monetary value of $40,000.
B)Investment 1 because it has the lowest expected monetary value of $23,500.
C)Investment 2 because it has the highest expected utility of 0.52.
D)Investment 1 because it has the lowest expected utility of 0.455.
E)Cannot be determined without more information.
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29
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand respectively.The payoff values are in thousands of dollars.  States of nature s1 s2 s3 Alternative (strategy) 1 108070 Alternative (strategy) 2 6012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) 1 } & 10 & 80 & 70 \\\text { Alternative (strategy) 2 } & 60 & 120 & 50\end{array}
The best alternative (course of action)for the EKA manufacturing company using the maximin criterion is strategy __ which assures a guaranteed minimum payoff of _____.

A)1,$10,000
B)2,$120,000
C)1,$100,000
D)2,$50,000
E)2,$80,000
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30
Maximax is a criterion used when making decisions under __________________.

A)certainty
B)uncertainty
C)risk
D)alternatives
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31
The expected monetary value criterion is used for decision-making under __________________.

A)certainty
B)uncertainty
C)risk
D)alternatives
E)states of nature
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32
When we assess the worth of sample information in a decision making problem,we are performing a:

A)Prior analysis
B)Preposterior analysis
C)Posterior analysis
D)Payoff analysis
E)Utility analysis
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33
A pharmaceutical company manufacturing a virus detection kit wants to determine the probability of a person without the virus receiving a positive text result.It is estimated that the probability of infected potential users of the kit is 10%.According to the company laboratory test results,1 out of 100 viral-free people tested positive (false positive).On the other hand,1 out of 200 infected people tested negative (false negative).A person has just used the detection kit manufactured by the company and the results showed they had the virus.What is the probability that the person is viral-free?

A)90%
B)0.9%
C)8.3%
D)91.7%
E)10.85%
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34
The _____________________ criterion is attractive to those decision-makers who exhibit a neutral approach towards decision choices involving risk.

A)expected utility
B)expected monetary value
C)maximin
D)maximax
E)decision theory
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35
The utility curve given below represents the preferences of a _________________ decision maker. <strong>The utility curve given below represents the preferences of a _________________ decision maker.  </strong> A)risk averse B)risk neutral C)risk seeking

A)risk averse
B)risk neutral
C)risk seeking
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36
The utility curve given below represents the preferences of a _________________ decision maker. <strong>The utility curve given below represents the preferences of a _________________ decision maker.  </strong> A)risk averse B)risk neutral C)risk seeking

A)risk averse
B)risk neutral
C)risk seeking
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37
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium and low demand with probabilities of .3, .6 and .1 respectively. The payoff values are in thousands of dollars.
 States of nature s1 s2 s3 Alternative (strategy) 1108070 Alternative (strategy) 26012050\begin{array} { l c c c } & { \text { States of nature } } \\& \mathrm { s } _ { 1 } & \mathrm {~s} _ { 2 } & \mathrm {~s} _ { 3 } \\\text { Alternative (strategy) } 1 & 10 & 80 & 70 \\\text { Alternative (strategy) } 2 & 60 & 120 & 50\end{array}

-What is the maximum amount that the company would be willing to pay for perfect information?

A)$95,000
B)$112,000
C)$17,000
D)$24,000
E)$2,000
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38
The expected net gain of sampling equals the expected ______________ minus the cost of sampling.

A)payoff of sampling
B)payoff of no sampling
C)value of sample information
D)value of perfect information
E)utility
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39
An investor has the following utilities corresponding to various possible returns on an investment:
 Profit  Utility $100,0001$75,0000.9$40,0000.6$00.25$5,0000.10$10,0000\begin{array}{|c|l|}\hline \text { Profit } &{\text { Utility }} \\\hline \$ 100,000 & 1 \\\hline \$ 75,000 & 0.9 \\\hline \$ 40,000 & 0.6 \\\hline \$ 0 & 0.25 \\\hline-\$ 5,000 & 0.10 \\\hline-\$ 10,000 & 0 \\\hline\end{array}

-The investor is considering an investment with the following potential returns and the probability of these returns.  Profit  Probability $100,0000.1$40,0000.5$10,0000.4\begin{array} { | c | l | } \hline { \text { Profit } } & \text { Probability } \\\hline \$ 100,000 & 0.1 \\\hline \$ 40,000 & 0.5 \\\hline - \$ 10,000 & 0.4 \\\hline\end{array}
What is the investor's expected utility for this investment?

A)$26,000
B)$40,000
C)0.33
D)0.4
E)Cannot be determined.
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40
An investor is looking at three possible investments: growth stock,blue chip stock,or municipal bonds.The investment performance will vary depending on the investment market condition of Bull (market rising),flat,or Bear (market falling).The investment return for each investment for the corresponding market conditions is given below:  Bull  Flat  Bear  Growth Stock 2016 Blue Chip 980 Bonds 444\begin{array} { | l | l | l | l | } \hline & \text { Bull } & \text { Flat } & \text { Bear } \\\hline \text { Growth Stock } & 20 & 1 & - 6 \\\hline \text { Blue Chip } & 9 & 8 & 0 \\\hline \text { Bonds } & 4 & 4 & 4 \\\hline\end{array}
Which investment would the investor select if the maximax criterion is used?

A)Growth Stock
B)Blue Chip
C)Bonds
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41
A corn farmer has categorized the weather into three possible levels.The weather conditions will affect the timing of the harvest and the associated payoff.In this situation,the weather conditions are called the ____________________________.
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42
In a decision tree,the branches emanating from a circular node represent the possible ___________________.
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43
The _____________ criterion finds the best possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
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44
The _____________ criterion finds the worst possible payoff for each alternative and then chooses the alternative that yields the maximum payoff.
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45
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is not defective.Based on this additional information,what is the revised (posterior)probability for the reject state?

A)24
B)52
C)18
D)39
E)78
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46
In utility analysis,a utility curve that shows a rapid increase in utility for initial amounts of money followed by a gradual levelling off for larger amount of money is appropriate for a risk _____ decision maker.

A)seeking
B)averse
C)neutral
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47
When making a decision in an environment of ________________,the decision maker knows which of the states of nature will actually occur.
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48
The _______________________ is the difference between the expected payoff that would have been realized had the best alternative action been selected if we know which state of nature has occurred and the expected payoff under risk.
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49
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is not defective.Based on this additional information,what is the revised (posterior)probability for the further analyze state?

A)24
B)52
C)18
D)39
E)78
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50
A __________ is a diagram that assists the decision maker in analyzing a decision problem.
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51
A company wants to add a new product to its existing line of products.There are two similar candidate products A and B The demand for the new product could be high,medium,or low with probabilities of .25,.5,and .25 respectively.The demand and the corresponding profit for each product is:  High  Medium  Low  Product A 40,00030,00020,000 Product B 70,00020,0000\begin{array} { | l | l | l | l | } \hline & \text { High } & \text { Medium } & \text { Low } \\\hline \text { Product A } & 40,000 & 30,000 & 20,000 \\\hline \text { Product B } & 70,000 & 20,000 & 0 \\\hline\end{array} Based on the expected value criterion,which product should be chosen?

A)Product A
B)Product B
C)Either product since they have the same expected demand.
D)Expected demand cannot be used as a basis of decision.
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52
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is defective.Based on this additional information,what is the revised (posterior)probability for the reject state?

A)44
B)52
C)18
D)08
E)48
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53
The ____________________ criterion for choosing among alternative actions assumes that the state of nature with the best payoff will be experienced.
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54
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is defective.Based on this additional information,what is the revised (posterior)probability for the accept state?

A)24
B)52
C)18
D)39
E)48
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55
The expected value criterion is used for decision-making under _______________.
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56
The ____________________ criterion for choosing among alternative actions assumes that the state of nature with the worst payoff will be experienced.
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57
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is defective.Based on this additional information,what is the revised (posterior)probability for the further analyze state?

A)44
B)52
C)18
D)39
E)48
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58
A tire manufacturer needs to make a decision about the amount of production for the coming month (high vs.low).The level of production largely depends on the level of demand.For this situation,the amount of production constitutes the ___________________ actions.
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59
The quality control manager for the NKA Inc.must decide whether to accept (alternative 1),further analyze (alternative 2),or reject (alternative 3)the shipment (lot)of incoming material.The historical data indicates that there is 30% chance that the lot is poor quality (S1),50% chance that the lot is fair quality (S2),and 20% chance that the lot is good quality (S3).Assume the following payoff table is available.The values in the payoff table are in thousands of dollars.  States of Nature  Decision S1 S2 S3 Accept 203090 Further analyze 607015 Reject 805030\begin{array} { l c c c } & { \text { States of Nature } } \\\text { Decision } & \mathrm { S } _ { 1 } & \mathrm {~S} _ { 2 } & \mathrm {~S} _ { 3 } \\\text { Accept } & 20 & 30 & 90 \\\text { Further analyze } & 60 & 70 & 15 \\\text { Reject } & 80 & 50 & 30\end{array}
Based on historical data,if the lot is of poor quality,40% of the items are defective.If the lot is fair quality,22% of the items are defective.If the lot is good quality,10 % of the items are defective.The quality control manager inspects one unit from a recent shipment.After inspecting one unit,the manager determines that the unit is not defective.Based on this additional information,what is the revised (posterior)probability for the accept state?

A)24
B)52
C)18
D)39
E)78
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60
The expected _____________________ is the difference between the expected value of sampling and the cost of sampling.
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61
In utility theory,a(n)__________________ decision maker is an individual who will choose the decision alternative having the having the highest expected profit.
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62
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -If the weather conditions are favourable,determine which manufacturing strategy the company should implement? The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-If the weather conditions are favourable,determine which manufacturing strategy the company should implement?
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63
The __________________ criterion is preferred by optimistic decision-makers.
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64
A decision-maker's expected _____________ is based upon his/her attitude towards risk.
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65
In a decision-making situation,the maximum amount of money that should be spent to obtain perfect information is called the ______________________________.
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66
Expected value of _________ is defined as the expected payoff under certainty subtracted by the expected payoff under risk.
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67
The __________________ criterion is preferred by pessimistic decision- makers.
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68
_____ represent a set of potential future conditions that affect the results of the decision.
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69
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -What is the probability that weather conditions are poor,given that the demand is high? What is the probability that weather conditions are poor,given that the demand is medium? What is the probability that weather conditions are poor,given that the demand is low? The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-What is the probability that weather conditions are poor,given that the demand is high? What is the probability that weather conditions are poor,given that the demand is medium? What is the probability that weather conditions are poor,given that the demand is low?
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70
The _________ curve of an individual decision maker is a plot of the decision-maker's utilities versus the profits.
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71
The expected net gain of sampling equals the _______________ minus the cost of sampling.
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72
The _____________ criterion is best used when a large number of similar decisions will be made under risk.
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73
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -Construct the revised probability table for favourable weather conditions and find the probability of high demand given that the weather conditions are favourable. The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-Construct the revised probability table for favourable weather conditions and find the probability of high demand given that the weather conditions are favourable.
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74
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -Determine the best alternative (course of action)for the EKA manufacturing company using the maximax criterion.

-Determine the best alternative (course of action)for the EKA manufacturing company using the maximax criterion.
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75
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -Find the expected monetary value for each of the alternatives and determine the best alternative (course of action)for the EKA manufacturing company using the expected monetary value criterion.

-Find the expected monetary value for each of the alternatives and determine the best alternative (course of action)for the EKA manufacturing company using the expected monetary value criterion.
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76
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -Determine the best alternative (course of action)for the EKA manufacturing company using the maximin criterion.

-Determine the best alternative (course of action)for the EKA manufacturing company using the maximin criterion.
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77
The expected _________ criterion tells the decision maker to choose the alternative with the highest expected payoff.
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78
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt. The level of demand affects the success of both strategies. The states of nature (Si, i = 1, 2, 3) represent the levels of demand for the company products. S1, S2 and S3 characterize high, medium, and low demand, respectively. The payoff values are in thousands of dollars.    -What is the maximum amount that the company would be willing to pay for perfect information?

-What is the maximum amount that the company would be willing to pay for perfect information?
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79
When we assess the worth of sample information in a decision-making problem,we are performing a(n)_____________ analysis.
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80
The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (Si,i = 1,2,3)represent the levels of demand for the company products.S1,S2 and S3 characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars. The alternatives 1 and 2 in the following payoff table represent the two possible manufacturing strategies that the EKA manufacturing company can adopt.The level of demand affects the success of both strategies.The states of nature (S<sub>i</sub>,i = 1,2,3)represent the levels of demand for the company products.S<sub>1</sub>,S<sub>2</sub> and S<sub>3</sub> characterize high,medium,and low demand,respectively.The payoff values are in thousands of dollars.   The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.  -Construct the revised probability table for poor weather conditions and find the probability of high demand given that the weather conditions are poor. The management believes that the weather conditions significantly affect the level of demand.48 monthly sales reports are randomly selected.These monthly sales reports showed 15 months with high demand,28 months with medium demand,and 5 months with low demand.12 of the 15 months with high demand had favourable weather conditions.14 of the 28 months with medium demand had favourable weather conditions.Only 1 of the 5 months with low demand had favourable weather conditions.

-Construct the revised probability table for poor weather conditions and find the probability of high demand given that the weather conditions are poor.
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