Choice under uncertainty Flashcards
What is the basic consequence function, and what do the elements represent?
c(x,s)
x is the set of actions available to choose
s is the set of possible states of nature
What are the 2 additional functions involved with decision-making under uncertainty?
- Probability function (π(s)): expresses the likelihood of each state of nature
- Utility function (v(c)): captures the individuals preferences for the different possible consequences
What does the Neumann-Morgenstern Expected Utility Rule state?
It says that the utility of an action, x can be estimated as a mathematical expectation (weighted sum) of utilities of consumption, where the weights are the probabilities of states of nature
What is the main implication of the Expected Utility Rule?
The independence assumption: the utility derived from each consequence is independent of the utility from every other consequence
Explain the mathematical way of expressing the Independence Assumption
The marginal rate of substitution between any two pairs is independent of the quantity of a third outcome
What is the concept of a fair bet?
A fair bet is one where the mathematical expectation of the outcomes is equal to the certain outcome
Explain the shape of a risk averse person’s indifference curve for a fair bet
Concave. This implies a diminishing marginal utility as the individual’s utility rises by less from a gain than it falls due to a loss of equal magnitude
Explain the shape of a risk loving person’s indifference curve for a fair bet
Convex. This implies an increasing marginal utility as the individual’s utility rises by more from a gain than it falls from a loss of equal magnitude
Explain the shape of a risk neutral person’s indifference curve for a fair bet
Straight upwards sloping. Implies a constant marginal utility as the individual’s utility rises by a constant amount and the utility from a gain is equal to the utility from a loss of equal magnitude
Where is the optimal choice for a decision under uncertainty?
The tangent between the indifference curve and the budget line
How do you find the optimal choice mathematically?
- Find the slope of the budget line by rearranging its equation
- Find the first derivative from the utility function
- Equate the two
What is the optimal choice for a risk averse person?
c1 = c2 = ĉ
The risk averse person will reject the fair bet in favour of the certain amount
In general terms, how does the individual decide to insure?
The individual wants to maximise the utility from insuring by optimising consumption in the good and bad states
How do you solve the insurance problem?
- Substitute the budget constraint into the objective function
- Differentiate it with respect to c_b
- Go back to the expression for c_g and plug in for γ and c_b
- Go back to the budget constraint to solve for K
What does fair insurance mean in the insurance problem?
Fair insurance is when the company makes breaks even, therefore: γ = π