Micro 6: Risk Flashcards
What is a lottery?
A lottery is a probability distribution over a fixed set of outcomes.
What is state-contingent income space?
State-contingent income space takes probabilities of events as fixed, and plots lotteries according to the values of outcomes. Usually, this is 2D space, and a point (x,y) denotes a lottery where the payoff is x if some event does not occur, and y if it does.
What is the Marschack-Machina triangle?
Taking payoff values as fixed, the triangle visualises variations in probabilities of three events.
What does the St Petersburg paradox illustrate about expected value?
The St Petersburg paradox involves a game where a fair coin is repeatedly tossed. If it lands head on the first throw, you gain £1. If it lands tails, then heads, you win £2. If it is tails twice, then heads, you win £4. If it is tails three times, then heads, you win £8. This continues.
The expected value of this game is infinite. However, it is clearly not irrational to not want to give away your life savings in order to play this game. Instead, we should model money as having decreasing marginal utility.
What is a ‘certainty equivalent’ of a lottery?
The amount of money you could be transferred for certain that you value the same as the lottery. For risk-averse agents, the certainty equivalent is below the expected value of the lottery.
What is a risk premium?
The risk premium is the difference between the expected value of the lottery and its certainty equivalent.
This is the additional amount of money you’d have to pay the agent (for certain) in order for them to want to take the lottery, rather than its expected value.
What is the Independence Axiom?
The independence axiom states that the decision maker does not worry about counterfactuals; her preferences over lotteries are only concerned with what actually happens, not ‘what might have been’.
What is the Expected Utility Theorem?
The expected utility theorem states that if an agent’s preferences over lotteries are complete, transitive, continuous and satisfy the Independence Axiom, they can be represented as a utility maximiser.
What are Allais paradoxes?
Allais paradoxes are experiments that produce violations of the EU hypothesis.
What transformations are allowable to EU preferences?
Positive affine transformations: that is, any u2(x) = a + bu(x) for positive a,b are allowable. Nonlinear transformations are impermissible.
What, precisely, is a risk-averse agent?
An agent is risk averse if she prefers the expected value of a lottery to the lottery itself.
What is the Arrow-Pratt measure of risk aversion? Why does it measure risk aversion?
The Arrow-Pratt measure of risk aversion is -u’‘(x)/u’(x). This is a measure of concavity. High positive numbers reflect highly risk-averse agents.
What is constant absolute risk aversion?
An agent with constant absolute risk aversion will have A(x)=c. A utility function with this property is -e^(-ax).
What is constant relative risk aversion?
An agent with constant relative risk aversion will have xA(x)=r; that is, their risk aversion is in inverse proportion to their wealth. u(x) = lnx has this property.
What is First-Order Stochastic Dominance? How can you determine if one lottery first-order stochastically dominates another?
L is FOSD better than L’ if any expected utility maximiser prefers L to L’.
If the CDF of L never ‘overtakes’ L’, L >_FOSD L’.