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Consumption, Production, Welfare B: Choice under Uncertainty. Univ. Prof. dr. Maarten Janssen University of Vienna Winter semester 2013. Many applications. Why do people take insurance? Why do people buy lottery tickets? Why do they do both?
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Consumption, Production, Welfare B:Choice under Uncertainty Univ. Prof. dr. Maarten Janssen University of Vienna Winter semester 2013
Many applications • Why do people take insurance? • Why do people buy lottery tickets? • Why do they do both? • How do we make choices regarding health( life and dealth) • Should a particular expensive medicine (or treatment) be part of an insurance package? • If you have a limited funds (or time) how to spend it if outcomes are uncertain? • Cost, benefit health related decisions
Choice between alternative chance events • Example of insurance against theft • No insurance, two outcomes • 0 if item (money) is stolen, with probability p • w if no theft , with probability 1-p • Full insurance: w-f with certainty, where f is full insurance fee • Partial insurance , two outcomes • if item (money) is stolen, with probability p (wheref is partial insurance fee, is deductible) • if no theft , with probability 1-p • In general, lotteryover different statesoftheworld: L=(,...,) with
Preference: Independence Axiom • Preferences satisfy the independence axiom if for all L, L´ and L” and all we have L≥ L´if, andonlyif, • Why is this called independence axiom? • Is it a natural condition? • What is equivalent in standard choice situations?
Von Neumann-Morgenstern Utility • U(.) attaches to each possible lottery to be chosen a number • U(.) is of the expected utility form if there exist for any possible outcome i, a number such thatforanylotteryoverthepossibleoutcomestheutilitycanbewrittenas • If preferences are continuous and satisfy the independence axiom, then they can be represented by a utility function of the expected utility form: • L≥ L´ if and only if
Implications • Utility functions are linear • Only linear transformations of given utility function represent same preferences • Expected utility is a cardinal measure • Difference in utility levels has a meaning • Consider four lotteries: difference in utility levels between lotteries is larger than difference in utility levels between lotteries : • if and only if ) iff • Why is “normal” utility only an ordinal measure.
Risk aversion • Expected utility does not mean we only consider expected value of a lottery • Risk aversion: u(w) is concave, where w is wealth • Risk neutral: u(w) is linear and only expected value matters • Risk loving: u(w) is convex • Figures • Risk aversion: expected utility of the lottery is smaller than the utility of the expected value: +) • Degree of risk aversion measured by Arrow-Pratt coefficient:
Risk premium • F(.) is the cumulative distribution function of the lottery over wealth • Certainty equivalence c(F,u) is defined as • Risk premium (bold red line segment) is the amount of money you are willing to give up to exchange a lottery with an expected value of for the certainty equivalence of that lottery: u c(F,u) w
How much are people willing to pay for full Insurance? • What is the expected utility of the situation without insurance? • Full insurance takes all risks away. You are indifferent between risky situation and insured situation if after insurance you have x such that • But this is the certainty equivalent • Maximal willingness to pay is the risk premium! • How does this depend on degree of risk aversion? • What is the risk premium of you are risk neutral? • Why is insurance (some demand, others provide) possible?
Probability premium • For any utility function with risk aversion, we have that for any w and any ε, • How much should probabilities be changed away from ½ such that equality is restored? Probability premium ) such that • Figure
Small experiment: What would you choose? • A1: 1 Meuro for sure • Or • A2: 10% chance of 5M euro, 89% chance of 1 M euro and 1% chance of 0 • ============= • A3: 10% chance of 5M euro, 90% chance of 0 • A4: 11% chance of 1 M euro and 89% chance of 0
What does expected utility theory say? • Triangle representation • Three possible outcomes • x: 0 • y: 1 M • z: 5 M • Choice between A1 and A2? Depends on risk aversion • Choice between A3 and A4? Also Depends on risk aversion • But consistency between two choices.
Indifference curves in triangle • or • Straight, upward sloping, parallel lines • Does not depend on degree of risk aversion • The larger the slope, the stronger the risk aversion (red more risk averse than green)
Allais’ Paradox • Many people do not make consistent choices (according to expected utility) • Choose A1 and A3 • Can only be if indifference curves are not parallel straight lines, as line through A1 and A2 has slope of 10 (10% more of z and 1% more of x) and line through A3 and A4 as well • Fanning out: when you are better off, you are more risk averse than when you are not