Week 4/5 - Risk and Uncertainty Flashcards
Risk
- We know the probability distribution
Uncertainty
- We don’t know the probability distribution
Expected Value
EV = Σ πi(xi)
Expected Utility
Under some assumptions, we can represent
preferences via Expected Utility functions, i.e.
𝑈 (𝑥1, 𝑥2) = 𝜋1 𝑢(𝑥1) + 𝜋2 𝑢(𝑥2)
Risk Averse
- Will not play an actuarially fair game
- Preference for certainty over uncertainty.
- Is the most common attitude - we tend to prefer certainty.
- The function is concave
- The utility of the expected value is greater than the expected utility.
- U(π1W1+ π2W2) > π1U(W1) + π2U(W2)
- If you are risk averse, you will simply take the value of the expected value E(V) instead of gambling.
Risk Seeking
- Will play actuarially fair game
- If the expected utlity is greater than the utility of the expected value, then this person is risk seeking.
- U(π1W1+ π2W2) < π1U(W1) + π2U(W2)
Neutral
- Indifferent between playing and not playing.
- That is, the utility of the expected value is equal to the expected utility.
Neutral
- Indifferent between playing and not playing.
- That is, the utility of the expected value is equal to the expected utility.
Certainty equivalent
How much money you have to give me for me to be indifferent between entering the gamble and the value of the certainty equaivalent.
- Where the certainty equivalent is Expected utility reverse enginereed through utility funciton.
- That is, if the expected utlity is 5 and the utlity function is x^1/2, then the CE is 5^2
When is insurance actuarially fair
- When the expected value of the gamble remain unchanged.
- We assume that the price of unit of insurance = the probability something bad happens
- A risk averse individual will therefore fully insure their good. That is optimal units of insurance A* is equal to the value of the damage D. A* = D
Thereby keeping our expected value constant.
Risk Premium
- ## Risk averse individuals who pay above perfectly competitive price, where price = probability of damage.
Assymetric information
missing information which affect other adversely because it can be used take advantage of uniformed agent.
Can lead to;
- Adverse selection (hidden information)
- Moral hazard (Hidden action)
Assymetric information
missing information which affect other adversely because it can be used take advantage of uniformed agent.
Can lead to;
- Adverse selection (hidden information)
- Moral hazard (Hidden action)
Adverse selection
Students who buy insurance impose a negative externality in the market by raising the AC of insurance (and the premium)
- Therefore, a market equilibrium doesn’t exist
How to determine if event is risk averse or risk seeking with no values
- If second derivative of utility function is less than 0, the person is risk averse
- if second derivative of utility function is grater than 0 is risk seeking