Deck 9: Decision Under Risk and Uncertainty

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Question
Decisions under risk have two components: preferences over outcomes and perceptions of probabilities.
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Question
A decision-maker has more information under Knightian risk than Knightian uncertainty.
Question
When trying to forecast the weather, a forecaster's situation is best described as Knightian risk.
Question
The order axiom is to choices under uncertainty as rationality is to choices under certainty.
Question
Regret aversion always allows for violations of transitivity.
Question
Figure 9.1 reflects the following idea: as xx increases above yy then the amount of utility I get from choosing xx over yy increases at an increasing rate; as xx decreases below yy then amount of utility I lose from choosing xx over yy decreases at a decreasing rate.
Question
The Independence Axiom describes how people should value a single gamble with complex probabilities.
Question
The common outcome effect is an example of the violation of the independence Axiom.
Question
The certainty effect is a rational preference for gambles with a certain outcome.
Question
Both the outcome effect and the certainty effect violate the independence axiom.
Question
Under αmaxmin\alpha-\operatorname{maxmin} expected utility theory, the decision-maker is more ambiguous averse the more weight he puts on the highest probability of the preferred outcome occuring.
Question
With probability weighting, the weighting function π(p)\pi(p) is convex below some threshold pˉ\bar{p} and concave above some threshold pˉ\bar{p} .
Question
Ambiguity aversion occurs when individuals show a preference for gambles in which the outcome and the probabilities are known over those gambles for which they are unknown.
Question
Knightian risk refers to situations in which

A) The probabilities are not known with certainty, but the set of possible outcomes are known.
B) The outcome is not known with certainty, but the probabilities of each outcome and the set of outcomes are known.
C) The probability and the outcome are known with certainty.
D) Neither the probabilities nor the set of outcomes are known with certainty.
Question
The heart of Bernoulli's solution to the Saint Petersburg paradox is

A) Convexity of the utility function.
B) Violation of transitivity of preferences.
C) Violation of the independence axiom.
D) Risk aversion.
Question
Consider three gambles: A,B\mathrm{A}, \mathrm{B} , and C\mathrm{C} . Write out the Order Axiom using the " >> " notation.
Question
Consider gamble A: $80\$ 80 with probability .4 and $100\$ 100 with probability .6. Which of the gambles stochastically dominate gamble A\mathrm{A} .

A) $50\$ 50 with probability .4 and $90\$ 90 with probability .6.
B) $80\$ 80 with probability .3 and $100\$ 100 with probability .7.
C) $70\$ 70 with probability .6 and $110\$ 110 with probability .4 .
D) $0\$ 0 with probability .5 and $180\$ 180 with probability .5.
Question
Regret aversion is offered as an alternative to Expected Utility Theory in order to understand which of the following phenomena:

A) The Allais Paradox.
B) The Saint Petersburg Paradox.
C) The Ellsburg Paradox.
D) The Reversal Paradox.
Question
Regret theory differs from Expected Utility theory in which way?

A) Expected Utility theory assumes the decision-maker is a rational utility maximizer, whereas regret theory does not.
B) Expected Utility Theory assumes risk aversion, not regret aversion.
C) Expected Utility Theory relies on the independence axiom. Regret Theory relaxes the independence axiom.
D) Regret theory is a form of Expected Utility Theory.
Question
Consider three outcomes: a,b,c\mathrm{a}, \mathrm{b}, \mathrm{c} such that a>b>ca>b>c . Regret aversion implies which of the following?

A) U(a,b)<U(b,c)+U(a,b)U(a, b)<U(b, c)+U(a, b)
B) U(c,a)<U(b,a)+U(c,b)U(c, a)<U(b, a)+U(c, b)
C) U(b,a)<U(b,b)+U(c,c)U(b, a)<U(b, b)+U(c, c)
D) U(c,a)<U(a,b)+U(c,b)U(c, a)<U(a, b)+U(c, b)
Question
Consider the three gambles presented in Table 9.1. What are the three conditions implied by regret aversion?
Question
Similarity is

A) A heuristic used to simplify complex gambles in order to help the individual make a choice.
B) A heuristic used to judge when an individual is indifferent between two choices.
C) A heuristic used to assess the expected utility of a single gamble.
D) A heuristic used to assess the probability of a gamble.
Question
Consider four gambles: A,B, C, D. If A>BA>B and C>DC>D and my preferences satisfy the independence axiom, then what must be true for any p[0,1]p \in[0,1] ?

A) pA+(1p)B>pA+(1p)Cp A+(1-p) B>p A+(1-p) C
B) A>CA>C
C) pC+(1p)B>pD+(1p)Bp C+(1-p) B>p D+(1-p) B
D) pC+(1p)B>(1p)D+pBp C+(1-p) B>(1-p) D+p B
Question
Maurice has a utility function such that u(250)u(125)<u(125)u(0)u(250)-u(125)<u(125)-u(0) and Lucy has a utility function such that u(250)u(125)=u(125)u(0)u(250)-u(125)=u(125)-u(0) . Who is more risk averse?
Question
Which of the following allows for the slope of indifference curve to depend on the level of utility?

A) Expected Utility Theory.
B) Regret Theory.
C) Loss Aversion.
D) Weighted Expected Utility Theory.
Question
All of the following theories seek to explain deviations from the rational model of behavior at extreme probabilities, except

A) Weighted Expected Utility Theory
B) Probability Weighting
C) Expected Utility Theory.
D) Rank Dependent Expected Utility.
Question
Which of the following scenarios describe a situation in which ambiguity is present?

A) The probabilities are known and the set of outcomes are known.
B) The probabilities are known and the outcome is known.
C) The probabilities are unknown and the outcome is known.
D) The probabilities are unknown and the set of outcomes are known.
Question
Suppose there are two jars. In Jar 1I1 \mathrm{I} know that there are 10 white balls and either 5 or 20 black balls. In Jar 2 I know that there are 10 red balls and either 10 or 30 black balls. I receive $5\$ 5 if a white ball is drawn from jar 1 and $10\$ 10 if a red ball is drawn from jar 2 and 0 otherwise.
a. Suppose that I am risk-neutral. Using maxmin expected utility theory, do I draw from jar 1 or jar 2 and what is the value of my maxmin expected utility?
b. Now suppose I am risk-averse, with a utility function given by U(x)=ln(x)U(x)=\ln (x) . Do I choose Jar 1 or Jar 2 ?
Question
Consider two gambles: Gamble A: a=$100a=\$ 100 with probability pA=.4p_{A}=.4 and $0\$ 0 with probability .6. Gamble B: b=$75b=\$ 75 with probability pB=.45p_{B}=.45 and $0\$ 0 with probability .55 . Use the similarity algorithm to indicate whether you would choose Gamble A or Gamble B.
Question
Consider two possible outcomes, a\mathrm{a} and b\mathrm{b} and a utility function over these two outcomes U(a,b)U(a, b) . What must be true about U(a,b)U(a, b) if the utility function is skew-symmetric?
Question
Using the gambles in Example 3, use the common outcome effect to show how the following preferences: A>B,D>CA>B, D>C violates the independence axiom.
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Deck 9: Decision Under Risk and Uncertainty
1
Decisions under risk have two components: preferences over outcomes and perceptions of probabilities.
True
2
A decision-maker has more information under Knightian risk than Knightian uncertainty.
True
3
When trying to forecast the weather, a forecaster's situation is best described as Knightian risk.
False
4
The order axiom is to choices under uncertainty as rationality is to choices under certainty.
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5
Regret aversion always allows for violations of transitivity.
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6
Figure 9.1 reflects the following idea: as xx increases above yy then the amount of utility I get from choosing xx over yy increases at an increasing rate; as xx decreases below yy then amount of utility I lose from choosing xx over yy decreases at a decreasing rate.
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7
The Independence Axiom describes how people should value a single gamble with complex probabilities.
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8
The common outcome effect is an example of the violation of the independence Axiom.
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9
The certainty effect is a rational preference for gambles with a certain outcome.
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10
Both the outcome effect and the certainty effect violate the independence axiom.
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11
Under αmaxmin\alpha-\operatorname{maxmin} expected utility theory, the decision-maker is more ambiguous averse the more weight he puts on the highest probability of the preferred outcome occuring.
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12
With probability weighting, the weighting function π(p)\pi(p) is convex below some threshold pˉ\bar{p} and concave above some threshold pˉ\bar{p} .
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13
Ambiguity aversion occurs when individuals show a preference for gambles in which the outcome and the probabilities are known over those gambles for which they are unknown.
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14
Knightian risk refers to situations in which

A) The probabilities are not known with certainty, but the set of possible outcomes are known.
B) The outcome is not known with certainty, but the probabilities of each outcome and the set of outcomes are known.
C) The probability and the outcome are known with certainty.
D) Neither the probabilities nor the set of outcomes are known with certainty.
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15
The heart of Bernoulli's solution to the Saint Petersburg paradox is

A) Convexity of the utility function.
B) Violation of transitivity of preferences.
C) Violation of the independence axiom.
D) Risk aversion.
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16
Consider three gambles: A,B\mathrm{A}, \mathrm{B} , and C\mathrm{C} . Write out the Order Axiom using the " >> " notation.
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17
Consider gamble A: $80\$ 80 with probability .4 and $100\$ 100 with probability .6. Which of the gambles stochastically dominate gamble A\mathrm{A} .

A) $50\$ 50 with probability .4 and $90\$ 90 with probability .6.
B) $80\$ 80 with probability .3 and $100\$ 100 with probability .7.
C) $70\$ 70 with probability .6 and $110\$ 110 with probability .4 .
D) $0\$ 0 with probability .5 and $180\$ 180 with probability .5.
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18
Regret aversion is offered as an alternative to Expected Utility Theory in order to understand which of the following phenomena:

A) The Allais Paradox.
B) The Saint Petersburg Paradox.
C) The Ellsburg Paradox.
D) The Reversal Paradox.
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19
Regret theory differs from Expected Utility theory in which way?

A) Expected Utility theory assumes the decision-maker is a rational utility maximizer, whereas regret theory does not.
B) Expected Utility Theory assumes risk aversion, not regret aversion.
C) Expected Utility Theory relies on the independence axiom. Regret Theory relaxes the independence axiom.
D) Regret theory is a form of Expected Utility Theory.
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20
Consider three outcomes: a,b,c\mathrm{a}, \mathrm{b}, \mathrm{c} such that a>b>ca>b>c . Regret aversion implies which of the following?

A) U(a,b)<U(b,c)+U(a,b)U(a, b)<U(b, c)+U(a, b)
B) U(c,a)<U(b,a)+U(c,b)U(c, a)<U(b, a)+U(c, b)
C) U(b,a)<U(b,b)+U(c,c)U(b, a)<U(b, b)+U(c, c)
D) U(c,a)<U(a,b)+U(c,b)U(c, a)<U(a, b)+U(c, b)
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21
Consider the three gambles presented in Table 9.1. What are the three conditions implied by regret aversion?
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22
Similarity is

A) A heuristic used to simplify complex gambles in order to help the individual make a choice.
B) A heuristic used to judge when an individual is indifferent between two choices.
C) A heuristic used to assess the expected utility of a single gamble.
D) A heuristic used to assess the probability of a gamble.
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23
Consider four gambles: A,B, C, D. If A>BA>B and C>DC>D and my preferences satisfy the independence axiom, then what must be true for any p[0,1]p \in[0,1] ?

A) pA+(1p)B>pA+(1p)Cp A+(1-p) B>p A+(1-p) C
B) A>CA>C
C) pC+(1p)B>pD+(1p)Bp C+(1-p) B>p D+(1-p) B
D) pC+(1p)B>(1p)D+pBp C+(1-p) B>(1-p) D+p B
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24
Maurice has a utility function such that u(250)u(125)<u(125)u(0)u(250)-u(125)<u(125)-u(0) and Lucy has a utility function such that u(250)u(125)=u(125)u(0)u(250)-u(125)=u(125)-u(0) . Who is more risk averse?
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25
Which of the following allows for the slope of indifference curve to depend on the level of utility?

A) Expected Utility Theory.
B) Regret Theory.
C) Loss Aversion.
D) Weighted Expected Utility Theory.
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26
All of the following theories seek to explain deviations from the rational model of behavior at extreme probabilities, except

A) Weighted Expected Utility Theory
B) Probability Weighting
C) Expected Utility Theory.
D) Rank Dependent Expected Utility.
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27
Which of the following scenarios describe a situation in which ambiguity is present?

A) The probabilities are known and the set of outcomes are known.
B) The probabilities are known and the outcome is known.
C) The probabilities are unknown and the outcome is known.
D) The probabilities are unknown and the set of outcomes are known.
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28
Suppose there are two jars. In Jar 1I1 \mathrm{I} know that there are 10 white balls and either 5 or 20 black balls. In Jar 2 I know that there are 10 red balls and either 10 or 30 black balls. I receive $5\$ 5 if a white ball is drawn from jar 1 and $10\$ 10 if a red ball is drawn from jar 2 and 0 otherwise.
a. Suppose that I am risk-neutral. Using maxmin expected utility theory, do I draw from jar 1 or jar 2 and what is the value of my maxmin expected utility?
b. Now suppose I am risk-averse, with a utility function given by U(x)=ln(x)U(x)=\ln (x) . Do I choose Jar 1 or Jar 2 ?
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29
Consider two gambles: Gamble A: a=$100a=\$ 100 with probability pA=.4p_{A}=.4 and $0\$ 0 with probability .6. Gamble B: b=$75b=\$ 75 with probability pB=.45p_{B}=.45 and $0\$ 0 with probability .55 . Use the similarity algorithm to indicate whether you would choose Gamble A or Gamble B.
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30
Consider two possible outcomes, a\mathrm{a} and b\mathrm{b} and a utility function over these two outcomes U(a,b)U(a, b) . What must be true about U(a,b)U(a, b) if the utility function is skew-symmetric?
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31
Using the gambles in Example 3, use the common outcome effect to show how the following preferences: A>B,D>CA>B, D>C violates the independence axiom.
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