Knowledge (XXG)

Risk aversion

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the case of direct falls on their heads and do not achieve their main goals. They are expensive, meaning that less resources are available to benefit users in other ways (such as building a playground closer to the child's home, reducing the risk of a road traffic accident on the way to it), and—some argue—children may attempt more dangerous acts, with confidence in the artificial surface. Shiela Sage, an early years school advisor, observes "Children who are only ever kept in very safe places, are not the ones who are able to solve problems for themselves. Children need to have a certain amount of risk taking ... so they'll know how to get out of situations."
3552:) is inconsistent with the expected utility hypothesis. It is assumed that the psychological principle which stands behind this kind of behavior is the overweighting of certainty. Options which are perceived as certain are over-weighted relative to uncertain options. This pattern is an indication of risk-seeking behavior in negative prospects and eliminates other explanations for the certainty effect such as aversion for uncertainty or variability. 3659:
made their choices in a simulated game show environment, which included a live audience, a game show host, and video cameras. In line with this, studies on investor behavior find that investors trade more and more speculatively after switching from phone-based to online trading and that investors tend to keep their core investments with traditional brokers and use a small fraction of their wealth to speculate online.
5819: 45: 5808: 2899:, risk aversion is measured as the additional expected reward an investor requires to accept additional risk. If an investor is risk-averse, they will invest in multiple uncertain assets, but only when the predicted return on a portfolio that is uncertain is greater than the predicted return on one that is not uncertain will the investor will prefer the former. Here, the 1319:(HARA) is the most general class of utility functions that are usually used in practice (specifically, CRRA (constant relative risk aversion, see below), CARA (constant absolute risk aversion), and quadratic utility all exhibit HARA and are often used because of their mathematical tractability). A utility function exhibits HARA if its absolute risk aversion is a 3596:. A 2009 study by Christopoulos et al. suggested that the activity of a specific brain area (right inferior frontal gyrus) correlates with risk aversion, with more risk averse participants (i.e. those having higher risk premia) also having higher responses to safer options. This result coincides with other studies, that show that 576:). This risk premium means that the person would be willing to sacrifice as much as $ 10 in expected value in order to achieve perfect certainty about how much money will be received. In other words, the person would be indifferent between the bet and a guarantee of $ 40, and would prefer anything over $ 40 to the bet. 3692:
The design of experiments, to determine at what increase of wealth or income would an individual change their employment status from a position of security to more risky ventures, must include flexible utility specifications with salient incentives integrated with risk preferences. The application of
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The basis of the theory, on the connection between employment status and risk aversion, is the varying income level of individuals. On average higher income earners are less risk averse than lower income earners. In terms of employment the greater the wealth of an individual the less risk averse they
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finds that people are more risk averse in the limelight than in the anonymity of a typical behavioral laboratory. In the laboratory treatments, subjects made decisions in a standard, computerized laboratory setting as typically employed in behavioral experiments. In the limelight treatments, subjects
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model, a risk-averse person will happily receive a smaller commodity share of the bargain. This is because their utility function concaves hence their utility increases at a decreasing rate while their non-risk averse opponents may increase at a constant or increasing rate. Intuitively, a risk-averse
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domain. The reflection effect is an identified pattern of opposite preferences between negative as opposed to positive prospects: people tend to avoid risk when the gamble is between gains, and to seek risks when the gamble is between losses. For example, most people prefer a certain gain of 3,000 to
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The most straightforward implications of increasing or decreasing absolute or relative risk aversion, and the ones that motivate a focus on these concepts, occur in the context of forming a portfolio with one risky asset and one risk-free asset. If the person experiences an increase in wealth, he/she
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The initial findings regarding the reflection effect faced criticism regarding its validity, as it was claimed that there are insufficient evidence to support the effect on the individual level. Subsequently, an extensive investigation revealed its possible limitations, suggesting that the effect is
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Rabin criticizes this implication of expected utility theory on grounds of implausibility—individuals who are risk averse for small gambles due to diminishing marginal utility would exhibit extreme forms of risk aversion in risky decisions under larger stakes. One solution to the problem observed by
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have become the focus of much risk-averse planning, meaning that children are often prevented from benefiting from activities that they would otherwise have had. Many playgrounds have been fitted with impact-absorbing matting surfaces. However, these are only designed to save children from death in
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A person is given the choice between two scenarios: one with a guaranteed payoff, and one with a risky payoff with same average value. In the former scenario, the person receives $ 50. In the uncertain scenario, a coin is flipped to decide whether the person receives $ 100 or nothing. The expected
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Incentive effects are a factor in the behavioural approach an individual takes in deciding to move from a secure job to entrepreneurship. Non-financial incentives provided by an employer can change the decision to transition into entrepreneurship as the intangible benefits helps to strengthen how
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when mitigating a risk; the cost of not taking the risky action. Writing laws focused on the risk without the balance of the utility may misrepresent society's goals. The public understanding of risk, which influences political decisions, is an area which has recently been recognised as deserving
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In applying this model to risk aversion, the function can be used to show how an individual’s preferences of wins and losses will influence their expected utility function. For example, if a risk-averse individual with $ 20,000 in savings is given the option to gamble it for $ 100,000 with a 30%
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over an alternative bet (that is, if the probability mass of the second bet is pushed to the right to form the first bet, then the first bet is preferred). (ii) The concavity of the utility function implies that the person is risk averse: a sure amount would always be preferred over a risky bet
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Essentially, von Neumann and Morgenstern hypothesised that individuals seek to maximise their expected utility rather than the expected monetary value of assets. In defining expected utility in this sense, the pair developed a function based on preference relations. As such, if an individual’s
3672:. The literature assumes a small increase in income or wealth initiates the transition from employment to entrepreneurship-based decreasing absolute risk aversion (DARA), constant absolute risk aversion (CARA), and increasing absolute risk aversion (IARA) preferences as properties in their 83:
Risk aversion explains the inclination to agree to a situation with a more predictable, but possibly lower payoff, rather than another situation with a highly unpredictable, but possibly higher payoff. For example, a risk-averse investor might choose to put their money into a
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The utility function for perceived gains has two key properties: an upward slope, and concavity. (i) The upward slope implies that the person feels that more is better: a larger amount received yields greater utility, and for risky bets the person would prefer a bet which is
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In the case of a wealthier individual, the risk of losing $ 100 would be less significant, and for such small amounts his utility function would be likely to be almost linear. For instance, if u(0) = 0 and u(100) = 10, then u(40) might be 4.02 and u(50) might be 5.01.
1977: 134: 120: 106: 3612:, are fundamentally risk-averse in their mandate. This often means that they demand (with the power of legal enforcement) that risks be minimized, even at the cost of losing the utility of the risky activity. It is important to consider the 3689:
risk averse an individual is relative to the strength of downside risk aversion. Utility functions do not equate for such effects and can often screw the estimated behavioural path that an individual takes towards their employment status.
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risk aversion is decreasing (or constant, or increasing). Thus economists avoid using utility functions such as the quadratic, which exhibit increasing absolute risk aversion, because they have an unrealistic behavioral implication.
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is the difference between the expected value and the certainty equivalent. For risk-averse individuals, risk premium is positive, for risk-neutral persons it is zero, and for risk-loving individuals their risk premium is negative.
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exceeds the strength of risk aversion. If using the behavioural approach to model an individual’s decision on their employment status there must be more variables than risk aversion and any absolute risk aversion preferences.
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Numerous studies have shown that in riskless bargaining scenarios, being risk-averse is disadvantageous. Moreover, opponents will always prefer to play against the most risk-averse person. Based on both the
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is monotonic in wealth under either DARA or IARA and constant in wealth under CARA, tests of contractual risk sharing relying on wealth as a proxy for absolute risk aversion are usually not identified.
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payoff for both scenarios is $ 50, meaning that an individual who was insensitive to risk would not care whether they took the guaranteed payment or the gamble. However, individuals may have different
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from any initial wealth level turns down gambles where she loses $ 100 or gains $ 110, each with 50% probability will turn down 50–50 bets of losing $ 1,000 or gaining any sum of money.
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There are various measures of the risk aversion expressed by those given utility function. Several functional forms often used for utility functions are represented by these measures.
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of an alternative bet (that is, if some of the probability mass of the first bet is spread out without altering the mean to form the second bet, then the first bet is preferred).
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of the same area results in participants making more or less risk averse choices, depending on whether the modulation increases or decreases the activity of the target area.
3220: 1774: 274:, is $ 50. The smallest guaranteed dollar amount that an individual would be indifferent to compared to an uncertain gain of a specific average predicted value is called the 1684: 278:, which is also used as a measure of risk aversion. An individual that is risk averse has a certainty equivalent that is smaller than the prediction of uncertain gains. The 2602: 2269: 2147: 1307: 2733: 1597: 806: 4912:
Konana, Prabhudev; Balasubramanian, Sridhar (May 2005). "The Social–Economic–Psychological model of technology adoption and usage: an application to online investing".
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Contrary to what several empirical studies have assumed, wealth is not a good proxy for risk aversion when studying risk sharing in a principal-agent setting. Although
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Unlike ARA whose units are in $ , RRA is a dimensionless quantity, which allows it to be applied universally. Like for absolute risk aversion, the corresponding terms
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The solution to this differential equation (omitting additive and multiplicative constant terms, which do not affect the behavior implied by the utility function) is:
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chance of winning, they may still not take the gamble in fear of losing their savings. This does not make sense using the traditional expected utility model however;
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an 80% chance of a gain of 4,000. When posed the same problem, but for losses, most people prefer an 80% chance of a loss of 4,000 to a certain loss of 3,000.
2557:. A constant RRA implies a decreasing ARA, but the reverse is not always true. As a specific example of constant relative risk aversion, the utility function 4429:
Battalio, RaymondC.; Kagel, JohnH.; Jiranyakul, Komain (March 1990). "Testing between alternative models of choice under uncertainty: Some initial results".
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to those outcomes with high uncertainty, even if the average outcome of the latter is equal to or higher in monetary value than the more certain outcome.
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relevant experiments can avoid the generalisation of varying individual preferences through the use of this model and its specified utility functions.
468:(100)=10 then the expected utility of the bet equals 5, which is the same as the known utility of the amount 40. Hence the certainty equivalent is 40. 5689: 5188: 2616: 60:: With fixed probabilities of two alternative states 1 and 2, risk averse indifference curves over pairs of state-contingent outcomes are convex. 4608:
Knoch, Daria; Gianotti, Lorena R. R.; Pascual-Leone, Alvaro; Treyer, Valerie; Regard, Marianne; Hohmann, Martin; Brugger, Peter (14 June 2006).
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Fecteau, Shirley; Pascual-Leone, Alvaro; Zald, David H.; Liguori, Paola; Théoret, Hugo; Boggio, Paulo S.; Fregni, Felipe (6 June 2007).
4659:"Activation of Prefrontal Cortex by Transcranial Direct Current Stimulation Reduces Appetite for Risk during Ambiguous Decision Making" 3525:, where outcomes are considered relative to a reference point (usually the status quo), rather than considering only the final wealth. 4707: 1330: 4753: 1316: 5128:
Blackburn, Douglas W.; Ukhov, Andrey (1 May 2008). "Individual vs. Aggregate Preferences: The Case of a Small Fish in a Big Pond".
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Another limitation is the reflection effect, which demonstrates the reversing of risk aversion. This effect was first presented by
4610:"Disruption of Right Prefrontal Cortex by Low-Frequency Repetitive Transcranial Magnetic Stimulation Induces Risk-Taking Behavior" 6951: 4150:
Benchimol, Jonathan; Fourçans, André (March 2012). "Money and risk in a DSGE framework: A Bayesian application to the Eurozone".
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Similarly, if the person experiences an increase in wealth, he/she will choose to increase (or keep unchanged, or decrease) the
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Hershey, John C.; Schoemaker, Paul J.H. (June 1980). "Prospect theory's reflection hypothesis: A critical examination".
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preferences satisfy four key axioms, then a utility function based on how they weigh different outcomes can be deduced.
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function, the von Neumann-Morgenstern model includes risk aversion axiomatically rather than as an additional variable.
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person will hence settle for a smaller share of the bargain as opposed to a risk-neutral or risk-seeking individual.
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risk perspective can also be used to as a factor in the transition of employment status, only if the strength of
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Bellemare, Marc F.; Brown, Zachary S. (January 2010). "On the (Mis)Use of Wealth as a Proxy for Risk Aversion".
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The von Neumann-Morgenstern model can explain this scenario. Based on preference relations, a specific utility
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is another model used to denote how risk aversion influences an actor’s utility function. An extension of the
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The expected utility of the above bet (with a 50% chance of receiving 100 and a 50% chance of receiving 0) is
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Risk aversion (red) contrasted to risk neutrality (yellow) and risk loving (orange) in different settings.
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Bonilla, Claudio (2021). "Risk aversion, downside risk aversion, and the transition to entrepreneurship".
4884: 4366: 4318: 3753: 2195: 1219: 639: 590: 382: 52:: A risk averse utility function is concave (from below), while a risk loving utility function is convex. 6545: 3879:
Adhikari, Binay Kumar; Agrawal, Anup (June 2016). "Does local religiosity matter for bank risk-taking?".
477: 6862: 6520: 6505: 6479: 6418: 6097: 6037: 6017: 6012: 5684: 5669: 5385: 5141: 5031: 3763: 3707: 3226: 327: 266:) – if they would accept the bet even when the guaranteed payment is more than $ 50 (for example, $ 60). 3973: 246:) of less than $ 50 (for example, $ 40), rather than taking the gamble and possibly receiving nothing. 6911: 6615: 6359: 6329: 6282: 6245: 6171: 6122: 6087: 6027: 5992: 5927: 5734: 5654: 5586: 5501: 5395: 5331: 4357:
Kahneman, Daniel; Tversky, Amos (March 1979). "Prospect Theory: An Analysis of Decision under Risk".
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is decreasing/increasing. Using the above definition of ARA, the following inequality holds for DARA:
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having the same expected value; moreover, for risky bets the person would prefer a bet which is a
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is relevant, as it results largely from this type of risk aversion. Here risk is measured as the
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Experimental and empirical evidence is mostly consistent with decreasing absolute risk aversion.
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U.Sankar (1971), A Utility Function for Wealth for a Risk Averter, Journal of Economic Theory.
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Rabin, Matthew (2000). "Risk Aversion and Expected-Utility Theory: A Calibration Theorem".
1972:{\displaystyle {\frac {\partial A(c)}{\partial c}}=-{\frac {u'(c)u'''(c)-^{2}}{^{2}}}<0} 1524: 777: 6921: 6815: 6780: 6745: 6680: 6605: 6590: 6484: 6440: 6277: 6211: 6186: 6181: 6157: 5900: 5885: 5812: 5284: 5221: 5154: 5044: 3655: 3556:
most prevalent when either small or large amounts and extreme probabilities are involved.
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The benefit of utilities: a plausible explanation for small risky parts in the portfolio
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can afford to be, and they are more inclined to make the move from a secure job to an
6935: 6800: 6790: 6765: 6705: 6700: 6695: 6675: 6665: 6635: 6625: 6530: 6430: 6403: 6167: 5709: 5609: 5600: 5571: 5547: 5491: 5255: 5245: 5235: 5120: 4963: 4583: 4552: 4450: 4415: 4268: 4225:"The Nash Solution as a von Neumann–Morgenstern Utility Function on Bargaining Games" 4171: 4136: 3801: 3732: 3717: 3681: 3677: 3505: 2837: 684: 680: 89: 4818: 4340: 4076: 6830: 6775: 6670: 6660: 6655: 6580: 6425: 5950: 5890: 5679: 5511: 5506: 5240: 4674: 4625: 4309: 3892: 3748: 3533: 2022:. Therefore, DARA implies that the utility function is positively skewed; that is, 307:
represents the value that he might receive in money or goods (in the above example
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Barber, Brad; Odean, Terrance (2002). "Online Investors: Do the Slow Die First?".
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often cannot be disentangled from the coefficient of relative risk aversion. The
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that may have high expected returns, but also involves a chance of losing value.
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Pratt, John W. (January 1964). "Risk Aversion in the Small and in the Large".
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Zevelev, Albert A. (3 February 2014). "Closed Form Solutions in Economics".
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Baltussen, Guido; van den Assem, Martijn J.; van Dolder, Dennie (May 2016).
4466:"Risk Aversion and Nash's Solution for Bargaining Games with Risky Outcomes" 4332: 3654:
One experimental study with student-subject playing the game of the TV show
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has showed that a risk-averse, expected-utility-maximizing individual who,
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Implications of increasing/decreasing absolute and relative risk aversion
4858: 4841: 4544: 4512: 4251: 5621: 5520: 5432: 4528: 4497: 4465: 4442: 4388: 4194:(60th Anniversary Commemorative ed.). Princeton University Press. 4031: 3959: 3769: 3673: 173: 69: 4067: 5596: 5054:"Diminishing Marginal Utility of Wealth Cannot Explain Risk Aversion" 3638: 3500:
Using expected utility theory's approach to risk aversion to analyze
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The risk premium is ($ 50 minus $ 40)=$ 10, or in proportional terms
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account with a low but guaranteed interest rate, rather than into a
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Murnighan, J. Keith; Roth, Alvin E.; Schoumaker, Francoise (1988).
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Benchimol, Jonathan (March 2014). "Risk aversion in the Eurozone".
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Attitudes towards risk have attracted the interest of the field of
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Stochastic Dominance: Investment Decision Making under Uncertainty
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von Neumann, John; Morgenstern, Oskar; Rubinstein, Ariel (1944).
5638: 85: 5837: 5170: 1421:{\displaystyle A(c)=-{\frac {u''(c)}{u'(c)}}={\frac {1}{ac+b}}} 353:
An agent is risk-averse if and only if the utility function is
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would represent a quadratic utility function exhibiting IARA.
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will choose to increase (or keep unchanged, or decrease) the
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varies, i.e. utility is not strictly convex/concave over all
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can be assigned to both outcomes. Now the function becomes;
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or 25% (where $ 50 is the expected value of the risky bet: (
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Utility function of a risk-averse (risk-avoiding) individual
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of the utility (expected utility) of the uncertain payment
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Utility function of a risk-loving (risk-seeking) individual
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Limitations of expected utility treatment of risk aversion
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risk aversion is decreasing (or constant, or increasing).
180:– Utility of the expected value of the uncertain payment; 3828:
ProjectThink: Why Good Managers Make Poor Project Choices
3053:{\displaystyle A_{n}={\frac {dE(c)}{d{\sqrt{\mu _{n}}}}}} 2847:
A time-varying relative risk aversion can be considered.
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Winton Professorship of the Public Understanding of Risk
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denote the first and second derivatives with respect to
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Measures of risk aversion under expected utility theory
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is the tendency of people to prefer outcomes with low
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Mr Lev Virine; Mr Michael Trumper (28 October 2013).
3404: 3382: 3300: 3278: 3229: 3181: 3106: 2991: 2936: 2791: 2741: 2706: 2690:{\displaystyle u(c)={\frac {c^{1-\rho }-1}{1-\rho }}} 2632: 2563: 2445: 2348: 2277: 2251: 2198: 2155: 2108: 2068: 2028: 1988: 1822: 1789: 1718: 1692: 1631: 1605: 1561: 1527: 1440: 1333: 1280: 1222: 1183: 1160: 1140: 1111: 1065: 1004: 956: 897: 868: 848: 814: 780: 700: 648: 615: 532: 480: 385: 4513:"Risk Aversion in Bargaining: An Experimental Study" 3486:{\displaystyle EU(A)\prec \$ 20,000(keepingsavings)} 2530:{\displaystyle R(c)=cA(c)={\frac {-cu''(c)}{u'(c)}}} 6851: 6493: 6227: 5976: 5941: 5871: 5768: 5647: 5204: 4840:Barber, Brad M; Odean, Terrance (1 February 2001). 4183: 4181: 1511:{\displaystyle u(c)={\frac {(c-c_{s})^{1-R}}{1-R}}} 569:{\displaystyle {\tfrac {1}{2}}0+{\tfrac {1}{2}}100} 3608:In the real world, many government agencies, e.g. 3604:Public understanding and risk in social activities 3485: 3388: 3366: 3284: 3262: 3214: 3166: 3052: 2974: 2806: 2777: 2727: 2689: 2596: 2529: 2411: 2327: 2263: 2238: 2184: 2141: 2094: 2054: 2014: 1971: 1804: 1768: 1704: 1678: 1617: 1591: 1547: 1510: 1420: 1301: 1262: 1198: 1169: 1146: 1126: 1097: 1051: 990: 942: 883: 854: 834: 800: 763: 663: 630: 568: 515: 444: 3367:{\displaystyle EU(A)=0.3u(\$ 100,000)+0.7u(\$ 0)} 2735:and the elasticity of intertemporal substitution 5060:. Cambridge University Press. pp. 202–208. 456:and if the person has the utility function with 4603: 4601: 3167:{\displaystyle EU(A)=0.3(\$ 100,000)+0.7(\$ 0)} 1209:The following expressions relate to this term: 270:The average payoff of the gamble, known as its 4982:"Risk Aversion and Incentive Effects: Comment" 4748:. Calouste Gulbenkian Foundation. p. 81. 4094:(Student ed.). Viva Norton. p. 363. 2700:exhibits constant relative risk aversion with 5849: 5182: 5056:. In Kahneman, Daniel; Tversky, Amos (eds.). 4404:Organizational Behavior and Human Performance 3663:The behavioural approach to employment status 2923:. The symbol used for risk aversion is A or A 2430:Arrow–Pratt measure of relative risk aversion 2412:{\displaystyle A(c)=-{\frac {u''(c)}{u'(c)}}} 764:{\displaystyle A(c)=-{\frac {u''(c)}{u'(c)}}} 673:Arrow–Pratt measure of absolute risk aversion 125:Utility function of a risk-neutral individual 8: 4742:No fear: Growing up in a Risk Averse society 2872:of the portfolio held in the risky asset if 2860:of the risky asset held in the portfolio if 2547:decreasing/increasing relative risk aversion 2102:). An example of a DARA utility function is 1781:Decreasing/increasing absolute risk aversion 242:) - if they would accept a certain payment ( 4776:Sue Durant, Sheila Sage (10 January 2006). 4464:Roth, Alvin E.; Rothblum, Uriel G. (1982). 4352: 4350: 3925:, Markham Publ. Co., Chicago, 1971, 90–109. 3852:David Hillson; Ruth Murray-Webster (2007). 2975:{\displaystyle A={\frac {dE(c)}{d\sigma }}} 2778:{\displaystyle \varepsilon _{u(c)}=1/\rho } 2328:{\displaystyle A(c)=2\alpha /(1-2\alpha c)} 168:– Expected value of the uncertain payment; 30:For the related psychological concept, see 5856: 5842: 5834: 5189: 5175: 5167: 5087:Arrow-Pratt Measure on About.com:Economics 4047:American Journal of Agricultural Economics 2818:shows that this simplifies to the case of 5000:– via The University of Queensland. 4888: 4857: 4682: 4633: 4370: 4322: 4250: 4240: 4066: 3403: 3381: 3299: 3277: 3228: 3180: 3105: 3040: 3034: 3028: 3005: 2996: 2990: 2943: 2935: 2790: 2767: 2746: 2740: 2705: 2655: 2648: 2631: 2562: 2479: 2444: 2367: 2347: 2299: 2276: 2250: 2227: 2197: 2174: 2154: 2107: 2067: 2027: 1987: 1954: 1922: 1858: 1823: 1821: 1788: 1740: 1717: 1691: 1650: 1630: 1604: 1581: 1566: 1560: 1537: 1526: 1482: 1472: 1456: 1439: 1397: 1352: 1332: 1279: 1248: 1221: 1182: 1159: 1139: 1110: 1084: 1064: 1040: 1031: 1003: 980: 955: 943:{\displaystyle u(c)=\alpha +\beta ln(c),} 896: 867: 847: 813: 779: 719: 699: 647: 614: 551: 533: 531: 502: 479: 434: 384: 3855:Understanding and Managing Risk Attitude 3794:The New Palgrave Dictionary of Economics 3086:first developed the model in their book 2617:elasticity of intertemporal substitution 295:theory, an agent has a utility function 43: 4090:Simon, Carl and Lawrence Blume (2006). 4016:(1975). "The Demand for Risky Assets". 3933: 3931: 3911:"Aspects of the Theory of Risk Bearing" 3904: 3902: 3781: 3070:von Neumann-Morgenstern utility theorem 3064:Von Neumann-Morgenstern utility theorem 5150: 5139: 5040: 5029: 3548:The reflection effect (as well as the 3089:Theory of Games and Economic Behaviour 2907:of the return on investment, i.e. the 4975: 4973: 4937: 4935: 4779:Early Years – The Outdoor Environment 4191:Theory of Games and Economic Behavior 3792:Werner, Jan (2008). "Risk Aversion". 2434:coefficient of relative risk aversion 1052:{\displaystyle u''(c)=-\beta /c^{2},} 689:coefficient of absolute risk aversion 7: 3991:(2nd ed.). New York: Springer. 3922:Essays in the Theory of Risk Bearing 3787: 3785: 2239:{\displaystyle u(c)=c-\alpha c^{2},} 1263:{\displaystyle u(c)=1-e^{-\alpha c}} 445:{\displaystyle E(u)=(u(0)+u(100))/2} 369:(40) might be 5, and for comparison 4715:CAM – the Cambridge Alumni Magazine 3917:. Helsinki: Yrjo Jahnssonin Saatio. 586:first-order stochastically dominant 516:{\displaystyle (\$ 50-\$ 40)/\$ 40} 5745:Microfoundations of macroeconomics 4799:Review of Economics and Statistics 3423: 3355: 3328: 3263:{\displaystyle EU(A)>\$ 20,000} 3248: 3200: 3155: 3131: 1843: 1826: 507: 493: 484: 196:– Utility of the maximal payment; 188:– Utility of the minimal payment; 25: 4572:Journal of Mathematical Economics 3744:Prudence in economics and finance 1317:Hyperbolic absolute risk aversion 6379:neoclassical–Keynesian synthesis 5818: 5817: 5806: 4846:Journal of Economic Perspectives 3802:10.1057/978-1-349-95121-5_2741-1 311:could be $ 0 or $ 40 or $ 100). 132: 118: 104: 4842:"The Internet and the Investor" 4795:"Risky Choice in the Limelight" 4517:Journal of Risk and Uncertainty 4431:Journal of Risk and Uncertainty 3215:{\displaystyle EU(A)=\$ 30,000} 2543:constant relative risk aversion 1769:{\displaystyle cA(c)=1/a=const} 1712:, this is CRRA (see below), as 1272:constant absolute risk aversion 5094:"Risk-taking and Tie-breaking" 4675:10.1523/JNEUROSCI.0314-07.2007 4626:10.1523/JNEUROSCI.0804-06.2006 3893:10.1016/j.jcorpfin.2016.01.009 3480: 3435: 3417: 3411: 3361: 3352: 3340: 3325: 3313: 3307: 3242: 3236: 3194: 3188: 3161: 3152: 3143: 3128: 3119: 3113: 3020: 3014: 2958: 2952: 2756: 2750: 2716: 2710: 2642: 2636: 2591: 2585: 2573: 2567: 2521: 2515: 2502: 2496: 2473: 2467: 2455: 2449: 2403: 2397: 2384: 2378: 2358: 2352: 2322: 2304: 2287: 2281: 2208: 2202: 2165: 2159: 2136: 2130: 2118: 2112: 2083: 2077: 2043: 2037: 2003: 1997: 1951: 1947: 1941: 1930: 1919: 1915: 1909: 1898: 1892: 1886: 1875: 1869: 1838: 1832: 1799: 1793: 1731: 1725: 1679:{\displaystyle A(c)=1/b=const} 1641: 1635: 1479: 1459: 1450: 1444: 1388: 1382: 1369: 1363: 1343: 1337: 1290: 1284: 1232: 1226: 1193: 1187: 1121: 1115: 1075: 1069: 1019: 1013: 991:{\displaystyle u'(c)=\beta /c} 971: 965: 934: 928: 907: 901: 878: 872: 829: 823: 795: 789: 755: 749: 736: 730: 710: 704: 658: 652: 625: 619: 499: 481: 431: 428: 422: 413: 407: 401: 395: 389: 1: 6315:Critique of political economy 4706:Spiegelhalter, David (2009). 1177:so affine transformations of 176:of the certainty equivalent; 4986:The American Economic Review 4584:10.1016/0304-4068(77)90015-5 4566:Kannai, Yakar (1977-03-01). 4416:10.1016/0030-5073(80)90037-9 4164:10.1016/j.jmacro.2011.10.003 3881:Journal of Corporate Finance 3637:Children's services such as 3560:Bargaining and risk aversion 2597:{\displaystyle u(c)=\log(c)} 2264:{\displaystyle \alpha >0} 2142:{\displaystyle u(c)=\log(c)} 2095:{\displaystyle u'''(c)<0} 2055:{\displaystyle u'''(c)>0} 2015:{\displaystyle u'''(c)>0} 1309:is constant with respect to 1302:{\displaystyle A(c)=\alpha } 609:The higher the curvature of 5690:Civil engineering economics 5675:Statistical decision theory 5315:Income elasticity of demand 5058:Choices, Values, and Frames 4876:Review of Financial Studies 4663:The Journal of Neuroscience 4614:The Journal of Neuroscience 3915:The Theory of Risk Aversion 3610:Health and Safety Executive 591:mean-preserving contraction 6973: 6453:Real business-cycle theory 5325:Price elasticity of supply 5320:Price elasticity of demand 5310:Cross elasticity of demand 5113:10.1007/s11098-023-01947-1 4956:10.1007/s11238-020-09786-w 4242:10.1007/s41412-020-00095-9 4092:Mathematics for Economists 3650:Game shows and investments 3584:Risk aversion (psychology) 3581: 3523:cumulative prospect theory 3517:Rabin is that proposed by 3504:has come under criticism. 3376:For a risk averse person, 2844:on saving exactly offset. 2728:{\displaystyle R(c)=\rho } 1982:and this can hold only if 1783:(DARA/IARA) is present if 1592:{\displaystyle c_{s}=-b/a} 671:. One such measure is the 36: 32:Risk aversion (psychology) 29: 6893: 5801: 4926:10.1016/j.dss.2003.12.003 4152:Journal of Macroeconomics 4129:10.1016/j.rie.2013.11.005 3858:. Gower Publishing, Ltd. 3831:. Gower Publishing, Ltd. 1098:{\displaystyle A(c)=1/c.} 5381:Income–consumption curve 4998:10.1257/0002828054201378 4980:Harrison, Glenn (2006). 4914:Decision Support Systems 4019:American Economic Review 3974:"Zender's lecture notes" 2807:{\displaystyle \rho =1,} 2185:{\displaystyle A(c)=1/c} 1270:is unique in exhibiting 679:), after the economists 231:A person is said to be: 39:Risk attitude (security) 6952:Financial risk modeling 6093:Industrial organization 5923:Computational economics 5715:Industrial organization 5076:"Monkey business-sense" 5052:Rabin, Matthew (2000). 4333:10.1111/1468-0262.00158 4282:Prokop, Darren (2023). 3670:entrepreneurial venture 3567:von Neumann-Morgenstern 2897:modern portfolio theory 1170:{\displaystyle \beta ,} 1147:{\displaystyle \alpha } 6298:Modern monetary theory 5963:Experimental economics 5933:Pluralism in economics 5918:Mathematical economics 5149:Cite journal requires 5039:Cite journal requires 3754:St. Petersburg paradox 3682:downside risk aversion 3502:small stakes decisions 3487: 3390: 3368: 3286: 3264: 3216: 3168: 3054: 2976: 2808: 2779: 2729: 2691: 2598: 2531: 2424:Relative risk aversion 2413: 2329: 2265: 2240: 2186: 2143: 2096: 2056: 2016: 1973: 1806: 1770: 1706: 1680: 1619: 1593: 1549: 1512: 1422: 1303: 1264: 1200: 1171: 1148: 1128: 1099: 1053: 992: 944: 885: 856: 836: 835:{\displaystyle u''(c)} 802: 765: 665: 640:affine transformations 632: 605:Absolute risk aversion 570: 517: 446: 61: 5685:Engineering economics 5280:Cost–benefit analysis 5101:Philosophical Studies 4223:Gerber, Anke (2020). 4117:Research in Economics 3909:Arrow, K. J. (1965). 3764:Uncertainty avoidance 3740:, a contrary behavior 3708:Equity premium puzzle 3488: 3391: 3369: 3287: 3265: 3217: 3169: 3055: 2977: 2809: 2780: 2730: 2692: 2599: 2532: 2414: 2330: 2266: 2241: 2187: 2144: 2097: 2057: 2017: 1974: 1807: 1771: 1707: 1681: 1620: 1594: 1550: 1548:{\displaystyle R=1/a} 1513: 1423: 1304: 1265: 1201: 1172: 1149: 1129: 1100: 1054: 993: 945: 886: 857: 837: 803: 801:{\displaystyle u'(c)} 766: 666: 633: 571: 518: 447: 328:affine transformation 314:The utility function 47: 6172:Social choice theory 5928:Behavioral economics 5502:Price discrimination 5396:Intertemporal choice 5092:Doody, Ryan (2023). 4899:10.1093/rfs/15.2.455 4811:10.1162/REST_a_00505 3619:Cambridge University 3594:behavioral economics 3542:behavioral economics 3402: 3380: 3298: 3276: 3227: 3179: 3104: 2989: 2934: 2901:risk-return spectrum 2789: 2739: 2704: 2630: 2613:intertemporal choice 2561: 2443: 2346: 2275: 2249: 2196: 2153: 2106: 2066: 2026: 1986: 1820: 1805:{\displaystyle A(c)} 1787: 1716: 1690: 1629: 1603: 1559: 1525: 1438: 1331: 1278: 1220: 1199:{\displaystyle u(c)} 1181: 1158: 1138: 1127:{\displaystyle A(c)} 1109: 1063: 1002: 954: 895: 884:{\displaystyle u(c)} 866: 846: 812: 778: 698: 687:, also known as the 664:{\displaystyle u(c)} 646: 631:{\displaystyle u(c)} 613: 530: 478: 383: 276:certainty equivalent 244:certainty equivalent 150:Certainty equivalent 6256:American (National) 5956:Economic statistics 5813:Business portal 5750:Operations research 5577:Substitution effect 4944:Theory and Decision 4859:10.1257/jep.15.1.41 4059:10.1093/ajae/aap006 3987:Levy, Haim (2006). 3627:David Spiegelhalter 2842:substitution effect 1705:{\displaystyle b=0} 1625:, this is CARA, as 1618:{\displaystyle a=0} 1214:Exponential utility 1134:does not depend on 365:(100) might be 10, 210:– Maximal payment; 203:– Minimal payment; 6947:Behavioral finance 5391:Indifference curve 5359:Goods and services 5300:Economies of scope 5295:Economies of scale 4739:Gill, Tim (2007). 4529:10.1007/BF00055566 4443:10.1007/BF00213259 4288:www.britannica.com 3703:Ambiguity aversion 3483: 3386: 3364: 3282: 3260: 3212: 3164: 3050: 2972: 2905:standard deviation 2885:monetary economics 2804: 2775: 2725: 2687: 2621:isoelastic utility 2594: 2527: 2409: 2325: 2261: 2236: 2182: 2139: 2092: 2052: 2012: 1969: 1802: 1766: 1702: 1676: 1615: 1589: 1545: 1508: 1418: 1299: 1260: 1206:do not change it. 1196: 1167: 1144: 1124: 1095: 1049: 988: 940: 891:. For example, if 881: 852: 832: 798: 761: 661: 628: 566: 561: 543: 513: 442: 322:) is defined only 62: 6942:Actuarial science 6929: 6928: 6460:New institutional 5831: 5830: 5793:Political economy 5592:Supply and demand 5472:Pareto efficiency 5067:978-0-521-62749-8 4728:on March 9, 2013. 4669:(23): 6212–6218. 4620:(24): 6469–6472. 4201:978-0-691-13061-3 4101:978-81-309-1600-2 3998:978-0-387-29302-8 3865:978-0-566-08798-1 3838:978-1-4724-0403-9 3811:978-1-349-95121-5 3536:as a part of the 3389:{\displaystyle u} 3285:{\displaystyle u} 3084:Oskar Morgenstern 3048: 3045: 2970: 2858:number of dollars 2685: 2525: 2407: 1961: 1850: 1599:. Note that when 1506: 1416: 1392: 855:{\displaystyle c} 759: 560: 542: 373:(50) might be 6. 16:(Redirected from 6964: 6133:Natural resource 5968:Economic history 5906:Mechanism design 5858: 5851: 5844: 5835: 5821: 5820: 5811: 5810: 5553:Returns to scale 5411:Market structure 5191: 5184: 5177: 5168: 5158: 5152: 5147: 5145: 5137: 5124: 5107:(7): 2079–2104. 5098: 5083: 5071: 5048: 5042: 5037: 5035: 5027: 5002: 5001: 4977: 4968: 4967: 4939: 4930: 4929: 4909: 4903: 4902: 4892: 4870: 4864: 4863: 4861: 4837: 4831: 4830: 4790: 4784: 4783: 4773: 4767: 4766: 4764: 4758:. Archived from 4747: 4736: 4730: 4729: 4727: 4712: 4703: 4697: 4696: 4686: 4654: 4648: 4647: 4637: 4605: 4596: 4595: 4563: 4557: 4556: 4508: 4502: 4501: 4461: 4455: 4454: 4426: 4420: 4419: 4399: 4393: 4392: 4374: 4354: 4345: 4344: 4326: 4317:(5): 1281–1292. 4304: 4298: 4297: 4295: 4294: 4279: 4273: 4272: 4254: 4244: 4229:Homo Oeconomicus 4220: 4214: 4213: 4185: 4176: 4175: 4147: 4141: 4140: 4112: 4106: 4105: 4087: 4081: 4080: 4070: 4042: 4036: 4035: 4009: 4003: 4002: 3984: 3978: 3977: 3970: 3964: 3963: 3946:(1/2): 122–136. 3935: 3926: 3918: 3906: 3897: 3896: 3876: 3870: 3869: 3849: 3843: 3842: 3822: 3816: 3815: 3796:. pp. 1–6. 3789: 3759:Statistical risk 3738:Problem gambling 3723:Marginal utility 3713:Investor profile 3674:utility function 3614:opportunity cost 3571:Nash Game Theory 3550:certainty effect 3492: 3490: 3489: 3484: 3395: 3393: 3392: 3387: 3373: 3371: 3370: 3365: 3291: 3289: 3288: 3283: 3269: 3267: 3266: 3261: 3221: 3219: 3218: 3213: 3173: 3171: 3170: 3165: 3080:John von Neumann 3074:expected utility 3059: 3057: 3056: 3051: 3049: 3047: 3046: 3044: 3039: 3038: 3029: 3023: 3006: 3001: 3000: 2981: 2979: 2978: 2973: 2971: 2969: 2961: 2944: 2891:Portfolio theory 2835: 2816:l'HĂ´pital's rule 2813: 2811: 2810: 2805: 2784: 2782: 2781: 2776: 2771: 2760: 2759: 2734: 2732: 2731: 2726: 2696: 2694: 2693: 2688: 2686: 2684: 2673: 2666: 2665: 2649: 2607: 2603: 2601: 2600: 2595: 2536: 2534: 2533: 2528: 2526: 2524: 2514: 2505: 2495: 2480: 2418: 2416: 2415: 2410: 2408: 2406: 2396: 2387: 2377: 2368: 2334: 2332: 2331: 2326: 2303: 2270: 2268: 2267: 2262: 2245: 2243: 2242: 2237: 2232: 2231: 2191: 2189: 2188: 2183: 2178: 2148: 2146: 2145: 2140: 2101: 2099: 2098: 2093: 2076: 2061: 2059: 2058: 2053: 2036: 2021: 2019: 2018: 2013: 1996: 1978: 1976: 1975: 1970: 1962: 1960: 1959: 1958: 1940: 1928: 1927: 1926: 1908: 1885: 1868: 1859: 1851: 1849: 1841: 1824: 1811: 1809: 1808: 1803: 1775: 1773: 1772: 1767: 1744: 1711: 1709: 1708: 1703: 1685: 1683: 1682: 1677: 1654: 1624: 1622: 1621: 1616: 1598: 1596: 1595: 1590: 1585: 1571: 1570: 1554: 1552: 1551: 1546: 1541: 1517: 1515: 1514: 1509: 1507: 1505: 1494: 1493: 1492: 1477: 1476: 1457: 1427: 1425: 1424: 1419: 1417: 1415: 1398: 1393: 1391: 1381: 1372: 1362: 1353: 1308: 1306: 1305: 1300: 1269: 1267: 1266: 1261: 1259: 1258: 1205: 1203: 1202: 1197: 1176: 1174: 1173: 1168: 1153: 1151: 1150: 1145: 1133: 1131: 1130: 1125: 1104: 1102: 1101: 1096: 1088: 1058: 1056: 1055: 1050: 1045: 1044: 1035: 1012: 997: 995: 994: 989: 984: 964: 949: 947: 946: 941: 890: 888: 887: 882: 861: 859: 858: 853: 841: 839: 838: 833: 822: 807: 805: 804: 799: 788: 770: 768: 767: 762: 760: 758: 748: 739: 729: 720: 670: 668: 667: 662: 637: 635: 634: 629: 575: 573: 572: 567: 562: 553: 544: 535: 522: 520: 519: 514: 506: 451: 449: 448: 443: 438: 361:(0) could be 0, 293:expected utility 287:Utility of money 136: 122: 108: 27:Economics theory 21: 6972: 6971: 6967: 6966: 6965: 6963: 6962: 6961: 6932: 6931: 6930: 6925: 6922:Business portal 6889: 6888: 6887: 6847: 6611:von Böhm-Bawerk 6499: 6498: 6489: 6261:Ancient thought 6239: 6238: 6232: 6223: 6222: 6221: 5972: 5937: 5901:Contract theory 5886:Decision theory 5867: 5862: 5832: 5827: 5805: 5797: 5764: 5643: 5285:Deadweight loss 5222:Consumer choice 5200: 5195: 5148: 5138: 5127: 5096: 5091: 5082:. 23 June 2005. 5074: 5068: 5051: 5038: 5028: 5017: 5014: 5006: 5005: 4979: 4978: 4971: 4941: 4940: 4933: 4911: 4910: 4906: 4872: 4871: 4867: 4839: 4838: 4834: 4792: 4791: 4787: 4775: 4774: 4770: 4762: 4756: 4745: 4738: 4737: 4733: 4725: 4710: 4705: 4704: 4700: 4656: 4655: 4651: 4607: 4606: 4599: 4565: 4564: 4560: 4510: 4509: 4505: 4482:10.2307/1912605 4463: 4462: 4458: 4428: 4427: 4423: 4401: 4400: 4396: 4381:10.2307/1914185 4372:10.1.1.407.1910 4356: 4355: 4348: 4324:10.1.1.295.4269 4306: 4305: 4301: 4292: 4290: 4281: 4280: 4276: 4235:(1–2): 87–104. 4222: 4221: 4217: 4202: 4187: 4186: 4179: 4149: 4148: 4144: 4114: 4113: 4109: 4102: 4089: 4088: 4084: 4044: 4043: 4039: 4014:Blume, Marshall 4012:Friend, Irwin; 4011: 4010: 4006: 3999: 3986: 3985: 3981: 3972: 3971: 3967: 3952:10.2307/1913738 3937: 3936: 3929: 3908: 3907: 3900: 3878: 3877: 3873: 3866: 3851: 3850: 3846: 3839: 3824: 3823: 3819: 3812: 3791: 3790: 3783: 3778: 3699: 3665: 3656:Deal or No Deal 3652: 3635: 3617:focus. In 2007 3606: 3598:neuromodulation 3586: 3580: 3562: 3538:prospect theory 3519:prospect theory 3498: 3400: 3399: 3378: 3377: 3296: 3295: 3274: 3273: 3225: 3224: 3177: 3176: 3102: 3101: 3066: 3030: 3024: 3007: 2992: 2987: 2986: 2962: 2945: 2932: 2931: 2926: 2893: 2853: 2823: 2787: 2786: 2742: 2737: 2736: 2702: 2701: 2674: 2651: 2650: 2628: 2627: 2605: 2559: 2558: 2507: 2506: 2488: 2481: 2441: 2440: 2426: 2389: 2388: 2370: 2369: 2344: 2343: 2273: 2272: 2247: 2246: 2223: 2194: 2193: 2151: 2150: 2104: 2103: 2069: 2064: 2063: 2029: 2024: 2023: 1989: 1984: 1983: 1950: 1933: 1929: 1918: 1901: 1878: 1861: 1860: 1842: 1825: 1818: 1817: 1785: 1784: 1714: 1713: 1688: 1687: 1627: 1626: 1601: 1600: 1562: 1557: 1556: 1523: 1522: 1495: 1478: 1468: 1458: 1436: 1435: 1402: 1374: 1373: 1355: 1354: 1329: 1328: 1276: 1275: 1244: 1218: 1217: 1179: 1178: 1156: 1155: 1136: 1135: 1107: 1106: 1061: 1060: 1036: 1005: 1000: 999: 957: 952: 951: 893: 892: 864: 863: 844: 843: 815: 810: 809: 781: 776: 775: 741: 740: 722: 721: 696: 695: 644: 643: 611: 610: 607: 599: 528: 527: 476: 475: 381: 380: 357:. For instance 289: 221: 220: 219: 218: 208: 201: 193: 185: 142: 141: 140: 137: 128: 127: 126: 123: 114: 113: 112: 109: 98: 42: 35: 28: 23: 22: 15: 12: 11: 5: 6970: 6968: 6960: 6959: 6954: 6949: 6944: 6934: 6933: 6927: 6926: 6924: 6919: 6914: 6909: 6904: 6899: 6894: 6891: 6890: 6886: 6885: 6880: 6870: 6865: 6859: 6858: 6857: 6855: 6849: 6848: 6846: 6845: 6838: 6833: 6828: 6823: 6818: 6813: 6808: 6803: 6798: 6793: 6788: 6783: 6778: 6773: 6768: 6763: 6758: 6753: 6748: 6743: 6738: 6733: 6728: 6723: 6718: 6713: 6708: 6703: 6698: 6693: 6688: 6683: 6678: 6673: 6668: 6663: 6658: 6653: 6648: 6643: 6638: 6633: 6628: 6623: 6618: 6613: 6608: 6603: 6598: 6593: 6588: 6583: 6578: 6573: 6568: 6563: 6558: 6553: 6548: 6543: 6538: 6533: 6528: 6523: 6518: 6513: 6508: 6502: 6500: 6494: 6491: 6490: 6488: 6487: 6482: 6477: 6472: 6467: 6462: 6457: 6456: 6455: 6445: 6444: 6443: 6433: 6428: 6423: 6422: 6421: 6411: 6406: 6401: 6400: 6399: 6398: 6397: 6387: 6382: 6367: 6362: 6357: 6352: 6347: 6342: 6337: 6332: 6327: 6325:Disequilibrium 6322: 6317: 6312: 6307: 6302: 6301: 6300: 6290: 6285: 6280: 6275: 6274: 6273: 6263: 6258: 6253: 6248: 6242: 6240: 6228: 6225: 6224: 6220: 6219: 6214: 6209: 6204: 6199: 6194: 6189: 6184: 6179: 6174: 6165: 6160: 6155: 6150: 6145: 6140: 6138:Organizational 6135: 6130: 6125: 6120: 6115: 6110: 6105: 6100: 6095: 6090: 6085: 6080: 6075: 6070: 6065: 6060: 6055: 6050: 6045: 6040: 6035: 6030: 6025: 6020: 6015: 6010: 6005: 6000: 5995: 5990: 5984: 5983: 5982: 5980: 5974: 5973: 5971: 5970: 5965: 5960: 5959: 5958: 5947: 5945: 5939: 5938: 5936: 5935: 5930: 5925: 5920: 5915: 5913:Macroeconomics 5910: 5909: 5908: 5903: 5898: 5893: 5888: 5881:Microeconomics 5877: 5875: 5869: 5868: 5863: 5861: 5860: 5853: 5846: 5838: 5829: 5828: 5826: 5825: 5815: 5802: 5799: 5798: 5796: 5795: 5790: 5788:Macroeconomics 5785: 5784: 5783: 5772: 5770: 5766: 5765: 5763: 5762: 5757: 5752: 5747: 5742: 5737: 5732: 5727: 5722: 5717: 5712: 5707: 5702: 5697: 5692: 5687: 5682: 5677: 5672: 5667: 5662: 5657: 5651: 5649: 5645: 5644: 5642: 5641: 5636: 5635: 5634: 5629: 5619: 5614: 5613: 5612: 5603: 5589: 5584: 5579: 5574: 5565: 5560: 5555: 5550: 5545: 5540: 5535: 5530: 5525: 5524: 5523: 5518: 5509: 5504: 5499: 5494: 5489: 5487:Price controls 5479: 5474: 5469: 5468: 5467: 5462: 5457: 5452: 5451: 5450: 5445: 5435: 5430: 5429: 5428: 5423: 5408: 5406:Market failure 5403: 5398: 5393: 5388: 5383: 5378: 5373: 5372: 5371: 5366: 5356: 5351: 5346: 5341: 5340: 5339: 5329: 5328: 5327: 5322: 5317: 5312: 5302: 5297: 5292: 5287: 5282: 5277: 5276: 5275: 5270: 5265: 5260: 5259: 5258: 5248: 5243: 5233: 5224: 5219: 5214: 5208: 5206: 5202: 5201: 5198:Microeconomics 5196: 5194: 5193: 5186: 5179: 5171: 5165: 5164: 5159: 5151:|journal= 5125: 5089: 5084: 5072: 5066: 5049: 5041:|journal= 5013: 5012:External links 5010: 5004: 5003: 4992:(3): 897–901. 4969: 4931: 4920:(3): 505–524. 4904: 4890:10.1.1.46.6569 4883:(2): 455–488. 4865: 4832: 4805:(2): 318–332. 4785: 4782:. Teachers TV. 4768: 4765:on 2009-03-06. 4754: 4731: 4698: 4649: 4597: 4558: 4523:(1): 101–124. 4503: 4476:(3): 639–647. 4456: 4421: 4410:(3): 395–418. 4394: 4346: 4299: 4274: 4215: 4200: 4177: 4142: 4107: 4100: 4082: 4053:(1): 273–282. 4037: 4026:(5): 900–922. 4004: 3997: 3979: 3965: 3927: 3919:Reprinted in: 3898: 3871: 3864: 3844: 3837: 3817: 3810: 3780: 3779: 3777: 3774: 3773: 3772: 3767: 3761: 3756: 3751: 3746: 3741: 3735: 3730: 3728:Neuroeconomics 3725: 3720: 3715: 3710: 3705: 3698: 3695: 3664: 3661: 3651: 3648: 3634: 3631: 3621:initiated the 3605: 3602: 3590:neuroeconomics 3582:Main article: 3579: 3576: 3561: 3558: 3497: 3494: 3482: 3479: 3476: 3473: 3470: 3467: 3464: 3461: 3458: 3455: 3452: 3449: 3446: 3443: 3440: 3437: 3434: 3431: 3428: 3425: 3422: 3419: 3416: 3413: 3410: 3407: 3385: 3363: 3360: 3357: 3354: 3351: 3348: 3345: 3342: 3339: 3336: 3333: 3330: 3327: 3324: 3321: 3318: 3315: 3312: 3309: 3306: 3303: 3281: 3259: 3256: 3253: 3250: 3247: 3244: 3241: 3238: 3235: 3232: 3211: 3208: 3205: 3202: 3199: 3196: 3193: 3190: 3187: 3184: 3163: 3160: 3157: 3154: 3151: 3148: 3145: 3142: 3139: 3136: 3133: 3130: 3127: 3124: 3121: 3118: 3115: 3112: 3109: 3065: 3062: 3061: 3060: 3043: 3037: 3033: 3027: 3022: 3019: 3016: 3013: 3010: 3004: 2999: 2995: 2983: 2982: 2968: 2965: 2960: 2957: 2954: 2951: 2948: 2942: 2939: 2924: 2921:central moment 2892: 2889: 2852: 2849: 2803: 2800: 2797: 2794: 2774: 2770: 2766: 2763: 2758: 2755: 2752: 2749: 2745: 2724: 2721: 2718: 2715: 2712: 2709: 2698: 2697: 2683: 2680: 2677: 2672: 2669: 2664: 2661: 2658: 2654: 2647: 2644: 2641: 2638: 2635: 2615:problems, the 2593: 2590: 2587: 2584: 2581: 2578: 2575: 2572: 2569: 2566: 2539: 2538: 2523: 2520: 2517: 2513: 2510: 2504: 2501: 2498: 2494: 2491: 2487: 2484: 2478: 2475: 2472: 2469: 2466: 2463: 2460: 2457: 2454: 2451: 2448: 2436:is defined as 2425: 2422: 2421: 2420: 2405: 2402: 2399: 2395: 2392: 2386: 2383: 2380: 2376: 2373: 2366: 2363: 2360: 2357: 2354: 2351: 2340: 2324: 2321: 2318: 2315: 2312: 2309: 2306: 2302: 2298: 2295: 2292: 2289: 2286: 2283: 2280: 2260: 2257: 2254: 2235: 2230: 2226: 2222: 2219: 2216: 2213: 2210: 2207: 2204: 2201: 2181: 2177: 2173: 2170: 2167: 2164: 2161: 2158: 2138: 2135: 2132: 2129: 2126: 2123: 2120: 2117: 2114: 2111: 2091: 2088: 2085: 2082: 2079: 2075: 2072: 2051: 2048: 2045: 2042: 2039: 2035: 2032: 2011: 2008: 2005: 2002: 1999: 1995: 1992: 1980: 1979: 1968: 1965: 1957: 1953: 1949: 1946: 1943: 1939: 1936: 1932: 1925: 1921: 1917: 1914: 1911: 1907: 1904: 1900: 1897: 1894: 1891: 1888: 1884: 1881: 1877: 1874: 1871: 1867: 1864: 1857: 1854: 1848: 1845: 1840: 1837: 1834: 1831: 1828: 1814: 1813: 1801: 1798: 1795: 1792: 1765: 1762: 1759: 1756: 1753: 1750: 1747: 1743: 1739: 1736: 1733: 1730: 1727: 1724: 1721: 1701: 1698: 1695: 1675: 1672: 1669: 1666: 1663: 1660: 1657: 1653: 1649: 1646: 1643: 1640: 1637: 1634: 1614: 1611: 1608: 1588: 1584: 1580: 1577: 1574: 1569: 1565: 1544: 1540: 1536: 1533: 1530: 1519: 1518: 1504: 1501: 1498: 1491: 1488: 1485: 1481: 1475: 1471: 1467: 1464: 1461: 1455: 1452: 1449: 1446: 1443: 1429: 1428: 1414: 1411: 1408: 1405: 1401: 1396: 1390: 1387: 1384: 1380: 1377: 1371: 1368: 1365: 1361: 1358: 1351: 1348: 1345: 1342: 1339: 1336: 1325: 1324: 1314: 1298: 1295: 1292: 1289: 1286: 1283: 1257: 1254: 1251: 1247: 1243: 1240: 1237: 1234: 1231: 1228: 1225: 1195: 1192: 1189: 1186: 1166: 1163: 1143: 1123: 1120: 1117: 1114: 1094: 1091: 1087: 1083: 1080: 1077: 1074: 1071: 1068: 1048: 1043: 1039: 1034: 1030: 1027: 1024: 1021: 1018: 1015: 1011: 1008: 987: 983: 979: 976: 973: 970: 967: 963: 960: 939: 936: 933: 930: 927: 924: 921: 918: 915: 912: 909: 906: 903: 900: 880: 877: 874: 871: 851: 831: 828: 825: 821: 818: 797: 794: 791: 787: 784: 772: 771: 757: 754: 751: 747: 744: 738: 735: 732: 728: 725: 718: 715: 712: 709: 706: 703: 660: 657: 654: 651: 627: 624: 621: 618: 606: 603: 598: 595: 565: 559: 556: 550: 547: 541: 538: 524: 523: 512: 509: 505: 501: 498: 495: 492: 489: 486: 483: 454: 453: 441: 437: 433: 430: 427: 424: 421: 418: 415: 412: 409: 406: 403: 400: 397: 394: 391: 388: 288: 285: 272:expected value 268: 267: 255: 247: 226:risk attitudes 206: 199: 191: 183: 158:Expected value 144: 143: 138: 131: 130: 129: 124: 117: 116: 115: 110: 103: 102: 101: 100: 99: 97: 94: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 6969: 6958: 6955: 6953: 6950: 6948: 6945: 6943: 6940: 6939: 6937: 6923: 6920: 6918: 6915: 6913: 6910: 6908: 6905: 6903: 6900: 6898: 6895: 6892: 6884: 6881: 6878: 6874: 6871: 6869: 6866: 6864: 6861: 6860: 6856: 6854: 6850: 6844: 6843: 6839: 6837: 6834: 6832: 6829: 6827: 6824: 6822: 6819: 6817: 6814: 6812: 6809: 6807: 6804: 6802: 6799: 6797: 6794: 6792: 6789: 6787: 6784: 6782: 6779: 6777: 6774: 6772: 6769: 6767: 6764: 6762: 6759: 6757: 6754: 6752: 6749: 6747: 6744: 6742: 6739: 6737: 6734: 6732: 6729: 6727: 6724: 6722: 6719: 6717: 6714: 6712: 6709: 6707: 6704: 6702: 6699: 6697: 6694: 6692: 6689: 6687: 6684: 6682: 6679: 6677: 6674: 6672: 6669: 6667: 6664: 6662: 6659: 6657: 6654: 6652: 6649: 6647: 6644: 6642: 6639: 6637: 6634: 6632: 6629: 6627: 6624: 6622: 6619: 6617: 6614: 6612: 6609: 6607: 6604: 6602: 6599: 6597: 6594: 6592: 6589: 6587: 6584: 6582: 6579: 6577: 6574: 6572: 6569: 6567: 6564: 6562: 6559: 6557: 6554: 6552: 6549: 6547: 6544: 6542: 6539: 6537: 6534: 6532: 6529: 6527: 6524: 6522: 6519: 6517: 6514: 6512: 6509: 6507: 6506:de Mandeville 6504: 6503: 6501: 6497: 6492: 6486: 6483: 6481: 6478: 6476: 6473: 6471: 6468: 6466: 6463: 6461: 6458: 6454: 6451: 6450: 6449: 6448:New classical 6446: 6442: 6439: 6438: 6437: 6434: 6432: 6429: 6427: 6424: 6420: 6417: 6416: 6415: 6412: 6410: 6407: 6405: 6404:Malthusianism 6402: 6396: 6393: 6392: 6391: 6388: 6386: 6383: 6380: 6376: 6373: 6372: 6371: 6368: 6366: 6365:Institutional 6363: 6361: 6358: 6356: 6353: 6351: 6348: 6346: 6343: 6341: 6338: 6336: 6333: 6331: 6328: 6326: 6323: 6321: 6318: 6316: 6313: 6311: 6308: 6306: 6303: 6299: 6296: 6295: 6294: 6291: 6289: 6286: 6284: 6281: 6279: 6276: 6272: 6269: 6268: 6267: 6264: 6262: 6259: 6257: 6254: 6252: 6249: 6247: 6244: 6243: 6241: 6236: 6231: 6226: 6218: 6215: 6213: 6210: 6208: 6205: 6203: 6200: 6198: 6195: 6193: 6190: 6188: 6185: 6183: 6180: 6178: 6175: 6173: 6169: 6168:Public choice 6166: 6164: 6161: 6159: 6156: 6154: 6151: 6149: 6146: 6144: 6143:Participation 6141: 6139: 6136: 6134: 6131: 6129: 6126: 6124: 6121: 6119: 6116: 6114: 6111: 6109: 6106: 6104: 6103:Institutional 6101: 6099: 6096: 6094: 6091: 6089: 6086: 6084: 6081: 6079: 6076: 6074: 6071: 6069: 6066: 6064: 6061: 6059: 6056: 6054: 6053:Expeditionary 6051: 6049: 6046: 6044: 6043:Environmental 6041: 6039: 6036: 6034: 6031: 6029: 6026: 6024: 6021: 6019: 6016: 6014: 6011: 6009: 6006: 6004: 6001: 5999: 5996: 5994: 5991: 5989: 5986: 5985: 5981: 5979: 5975: 5969: 5966: 5964: 5961: 5957: 5954: 5953: 5952: 5949: 5948: 5946: 5944: 5940: 5934: 5931: 5929: 5926: 5924: 5921: 5919: 5916: 5914: 5911: 5907: 5904: 5902: 5899: 5897: 5894: 5892: 5889: 5887: 5884: 5883: 5882: 5879: 5878: 5876: 5874: 5870: 5866: 5859: 5854: 5852: 5847: 5845: 5840: 5839: 5836: 5824: 5816: 5814: 5809: 5804: 5803: 5800: 5794: 5791: 5789: 5786: 5782: 5779: 5778: 5777: 5774: 5773: 5771: 5767: 5761: 5758: 5756: 5753: 5751: 5748: 5746: 5743: 5741: 5738: 5736: 5733: 5731: 5728: 5726: 5723: 5721: 5720:Institutional 5718: 5716: 5713: 5711: 5708: 5706: 5703: 5701: 5698: 5696: 5693: 5691: 5688: 5686: 5683: 5681: 5678: 5676: 5673: 5671: 5668: 5666: 5665:Computational 5663: 5661: 5658: 5656: 5653: 5652: 5650: 5646: 5640: 5637: 5633: 5630: 5628: 5625: 5624: 5623: 5620: 5618: 5615: 5611: 5610:Law of supply 5607: 5604: 5602: 5601:Law of demand 5598: 5595: 5594: 5593: 5590: 5588: 5587:Social choice 5585: 5583: 5580: 5578: 5575: 5573: 5572:Excess supply 5569: 5566: 5564: 5561: 5559: 5558:Risk aversion 5556: 5554: 5551: 5549: 5546: 5544: 5541: 5539: 5536: 5534: 5531: 5529: 5526: 5522: 5519: 5517: 5513: 5510: 5508: 5505: 5503: 5500: 5498: 5495: 5493: 5492:Price ceiling 5490: 5488: 5485: 5484: 5483: 5480: 5478: 5475: 5473: 5470: 5466: 5463: 5461: 5458: 5456: 5453: 5449: 5448:Complementary 5446: 5444: 5441: 5440: 5439: 5436: 5434: 5431: 5427: 5424: 5422: 5419: 5418: 5417: 5414: 5413: 5412: 5409: 5407: 5404: 5402: 5399: 5397: 5394: 5392: 5389: 5387: 5384: 5382: 5379: 5377: 5374: 5370: 5367: 5365: 5362: 5361: 5360: 5357: 5355: 5352: 5350: 5347: 5345: 5342: 5338: 5335: 5334: 5333: 5330: 5326: 5323: 5321: 5318: 5316: 5313: 5311: 5308: 5307: 5306: 5303: 5301: 5298: 5296: 5293: 5291: 5288: 5286: 5283: 5281: 5278: 5274: 5271: 5269: 5266: 5264: 5261: 5257: 5254: 5253: 5252: 5249: 5247: 5244: 5242: 5239: 5238: 5237: 5234: 5232: 5231:non-convexity 5228: 5225: 5223: 5220: 5218: 5215: 5213: 5210: 5209: 5207: 5203: 5199: 5192: 5187: 5185: 5180: 5178: 5173: 5172: 5169: 5163: 5160: 5156: 5143: 5135: 5131: 5126: 5122: 5118: 5114: 5110: 5106: 5102: 5095: 5090: 5088: 5085: 5081: 5080:The Economist 5077: 5073: 5069: 5063: 5059: 5055: 5050: 5046: 5033: 5025: 5021: 5016: 5015: 5011: 5009: 4999: 4995: 4991: 4987: 4983: 4976: 4974: 4970: 4965: 4961: 4957: 4953: 4949: 4945: 4938: 4936: 4932: 4927: 4923: 4919: 4915: 4908: 4905: 4900: 4896: 4891: 4886: 4882: 4878: 4877: 4869: 4866: 4860: 4855: 4851: 4847: 4843: 4836: 4833: 4828: 4824: 4820: 4816: 4812: 4808: 4804: 4800: 4796: 4789: 4786: 4781: 4780: 4772: 4769: 4761: 4757: 4755:9781903080085 4751: 4744: 4743: 4735: 4732: 4724: 4720: 4716: 4709: 4708:"Don's Diary" 4702: 4699: 4694: 4690: 4685: 4680: 4676: 4672: 4668: 4664: 4660: 4653: 4650: 4645: 4641: 4636: 4631: 4627: 4623: 4619: 4615: 4611: 4604: 4602: 4598: 4593: 4589: 4585: 4581: 4577: 4573: 4569: 4562: 4559: 4554: 4550: 4546: 4542: 4538: 4534: 4530: 4526: 4522: 4518: 4514: 4507: 4504: 4499: 4495: 4491: 4487: 4483: 4479: 4475: 4471: 4467: 4460: 4457: 4452: 4448: 4444: 4440: 4436: 4432: 4425: 4422: 4417: 4413: 4409: 4405: 4398: 4395: 4390: 4386: 4382: 4378: 4373: 4368: 4364: 4360: 4353: 4351: 4347: 4342: 4338: 4334: 4330: 4325: 4320: 4316: 4312: 4311: 4303: 4300: 4289: 4285: 4278: 4275: 4270: 4266: 4262: 4258: 4253: 4248: 4243: 4238: 4234: 4230: 4226: 4219: 4216: 4211: 4207: 4203: 4197: 4193: 4192: 4184: 4182: 4178: 4173: 4169: 4165: 4161: 4158:(1): 95–111. 4157: 4153: 4146: 4143: 4138: 4134: 4130: 4126: 4122: 4118: 4111: 4108: 4103: 4097: 4093: 4086: 4083: 4078: 4074: 4069: 4064: 4060: 4056: 4052: 4048: 4041: 4038: 4033: 4029: 4025: 4021: 4020: 4015: 4008: 4005: 4000: 3994: 3990: 3983: 3980: 3975: 3969: 3966: 3961: 3957: 3953: 3949: 3945: 3941: 3934: 3932: 3928: 3924: 3923: 3916: 3912: 3905: 3903: 3899: 3894: 3890: 3886: 3882: 3875: 3872: 3867: 3861: 3857: 3856: 3848: 3845: 3840: 3834: 3830: 3829: 3821: 3818: 3813: 3807: 3803: 3799: 3795: 3788: 3786: 3782: 3775: 3771: 3768: 3765: 3762: 3760: 3757: 3755: 3752: 3750: 3747: 3745: 3742: 3739: 3736: 3734: 3733:Optimism bias 3731: 3729: 3726: 3724: 3721: 3719: 3718:Loss aversion 3716: 3714: 3711: 3709: 3706: 3704: 3701: 3700: 3696: 3694: 3690: 3686: 3683: 3679: 3675: 3671: 3662: 3660: 3657: 3649: 3647: 3644: 3640: 3632: 3630: 3628: 3624: 3620: 3615: 3611: 3603: 3601: 3599: 3595: 3591: 3585: 3577: 3575: 3572: 3568: 3559: 3557: 3553: 3551: 3546: 3543: 3539: 3535: 3531: 3526: 3524: 3520: 3514: 3513: 3509: 3507: 3506:Matthew Rabin 3503: 3495: 3493: 3477: 3474: 3471: 3468: 3465: 3462: 3459: 3456: 3453: 3450: 3447: 3444: 3441: 3438: 3432: 3429: 3426: 3420: 3414: 3408: 3405: 3397: 3383: 3374: 3358: 3349: 3346: 3343: 3337: 3334: 3331: 3322: 3319: 3316: 3310: 3304: 3301: 3293: 3279: 3270: 3257: 3254: 3251: 3245: 3239: 3233: 3230: 3222: 3209: 3206: 3203: 3197: 3191: 3185: 3182: 3174: 3158: 3149: 3146: 3140: 3137: 3134: 3125: 3122: 3116: 3110: 3107: 3099: 3095: 3092: 3090: 3085: 3081: 3077: 3075: 3071: 3063: 3041: 3035: 3031: 3025: 3017: 3011: 3008: 3002: 2997: 2993: 2985: 2984: 2966: 2963: 2955: 2949: 2946: 2940: 2937: 2930: 2929: 2928: 2922: 2918: 2914: 2910: 2906: 2902: 2898: 2890: 2888: 2886: 2882: 2877: 2875: 2871: 2866: 2863: 2859: 2850: 2848: 2845: 2843: 2839: 2838:income effect 2834: 2830: 2826: 2821: 2817: 2801: 2798: 2795: 2792: 2772: 2768: 2764: 2761: 2753: 2747: 2743: 2722: 2719: 2713: 2707: 2681: 2678: 2675: 2670: 2667: 2662: 2659: 2656: 2652: 2645: 2639: 2633: 2626: 2625: 2624: 2622: 2618: 2614: 2609: 2588: 2582: 2579: 2576: 2570: 2564: 2556: 2552: 2548: 2544: 2518: 2511: 2508: 2499: 2492: 2489: 2485: 2482: 2476: 2470: 2464: 2461: 2458: 2452: 2446: 2439: 2438: 2437: 2435: 2431: 2423: 2400: 2393: 2390: 2381: 2374: 2371: 2364: 2361: 2355: 2349: 2341: 2338: 2337: 2336: 2319: 2316: 2313: 2310: 2307: 2300: 2296: 2293: 2290: 2284: 2278: 2258: 2255: 2252: 2233: 2228: 2224: 2220: 2217: 2214: 2211: 2205: 2199: 2179: 2175: 2171: 2168: 2162: 2156: 2133: 2127: 2124: 2121: 2115: 2109: 2089: 2086: 2080: 2073: 2070: 2049: 2046: 2040: 2033: 2030: 2009: 2006: 2000: 1993: 1990: 1966: 1963: 1955: 1944: 1937: 1934: 1923: 1912: 1905: 1902: 1895: 1889: 1882: 1879: 1872: 1865: 1862: 1855: 1852: 1846: 1835: 1829: 1816: 1815: 1796: 1790: 1782: 1779: 1778: 1777: 1763: 1760: 1757: 1754: 1751: 1748: 1745: 1741: 1737: 1734: 1728: 1722: 1719: 1699: 1696: 1693: 1673: 1670: 1667: 1664: 1661: 1658: 1655: 1651: 1647: 1644: 1638: 1632: 1612: 1609: 1606: 1586: 1582: 1578: 1575: 1572: 1567: 1563: 1542: 1538: 1534: 1531: 1528: 1502: 1499: 1496: 1489: 1486: 1483: 1473: 1469: 1465: 1462: 1453: 1447: 1441: 1434: 1433: 1432: 1412: 1409: 1406: 1403: 1399: 1394: 1385: 1378: 1375: 1366: 1359: 1356: 1349: 1346: 1340: 1334: 1327: 1326: 1322: 1318: 1315: 1312: 1296: 1293: 1287: 1281: 1273: 1255: 1252: 1249: 1245: 1241: 1238: 1235: 1229: 1223: 1215: 1212: 1211: 1210: 1207: 1190: 1184: 1164: 1161: 1141: 1118: 1112: 1092: 1089: 1085: 1081: 1078: 1072: 1066: 1046: 1041: 1037: 1032: 1028: 1025: 1022: 1016: 1009: 1006: 985: 981: 977: 974: 968: 961: 958: 937: 931: 925: 922: 919: 916: 913: 910: 904: 898: 875: 869: 849: 826: 819: 816: 792: 785: 782: 752: 745: 742: 733: 726: 723: 716: 713: 707: 701: 694: 693: 692: 691:, defined as 690: 686: 685:John W. Pratt 682: 681:Kenneth Arrow 678: 674: 655: 649: 641: 622: 616: 604: 602: 596: 594: 592: 587: 581: 577: 563: 557: 554: 548: 545: 539: 536: 510: 503: 496: 490: 487: 474: 473: 472: 469: 467: 463: 459: 439: 435: 425: 419: 416: 410: 404: 398: 392: 386: 379: 378: 377: 374: 372: 368: 364: 360: 356: 351: 349: 345: 341: 337: 333: 329: 325: 321: 317: 312: 310: 306: 302: 298: 294: 286: 284: 281: 277: 273: 265: 261: 260: 256: 253: 252: 248: 245: 241: 240:risk avoiding 237: 234: 233: 232: 229: 227: 217: 213: 209: 202: 195: 187: 179: 175: 171: 167: 163: 159: 155: 151: 147: 135: 121: 107: 95: 93: 91: 87: 81: 79: 75: 74:risk aversion 71: 67: 59: 55: 51: 46: 40: 33: 19: 6917:Publications 6873:Publications 6840: 6436:Neoclassical 6426:Mercantilism 6335:Evolutionary 6197:Sociological 6170: / 6068:Geographical 6048:Evolutionary 6023:Digitization 5988:Agricultural 5951:Econometrics 5891:Price theory 5755:Optimization 5740:Mathematical 5700:Experimental 5695:Evolutionary 5680:Econometrics 5557: 5538:Public goods 5512:Price system 5507:Price signal 5421:Monopolistic 5290:Distribution 5205:Major topics 5142:cite journal 5104: 5100: 5079: 5057: 5032:cite journal 5007: 4989: 4985: 4947: 4943: 4917: 4913: 4907: 4880: 4874: 4868: 4852:(1): 41–54. 4849: 4845: 4835: 4802: 4798: 4788: 4778: 4771: 4760:the original 4741: 4734: 4723:the original 4718: 4714: 4701: 4666: 4662: 4652: 4617: 4613: 4575: 4571: 4561: 4520: 4516: 4506: 4473: 4470:Econometrica 4469: 4459: 4434: 4430: 4424: 4407: 4403: 4397: 4362: 4359:Econometrica 4358: 4314: 4310:Econometrica 4308: 4302: 4291:. Retrieved 4287: 4277: 4252:10419/288817 4232: 4228: 4218: 4190: 4155: 4151: 4145: 4123:(1): 39–56. 4120: 4116: 4110: 4091: 4085: 4050: 4046: 4040: 4023: 4017: 4007: 3988: 3982: 3968: 3943: 3940:Econometrica 3939: 3921: 3914: 3884: 3880: 3874: 3854: 3847: 3827: 3820: 3793: 3749:Risk premium 3691: 3687: 3678:apportioning 3666: 3653: 3636: 3607: 3587: 3578:In the brain 3563: 3554: 3547: 3527: 3515: 3511: 3510: 3501: 3499: 3398: 3375: 3294: 3271: 3223: 3175: 3100: 3096: 3087: 3078: 3067: 2919:of the n-th 2894: 2878: 2873: 2869: 2867: 2861: 2857: 2854: 2846: 2832: 2828: 2824: 2819: 2699: 2610: 2554: 2550: 2546: 2542: 2540: 2433: 2429: 2427: 1981: 1780: 1520: 1430: 1310: 1271: 1216:of the form 1208: 773: 688: 676: 672: 608: 600: 582: 578: 525: 470: 465: 464:(40)=5, and 461: 457: 455: 375: 370: 366: 362: 358: 352: 347: 343: 339: 335: 331: 319: 315: 313: 308: 304: 300: 296: 290: 280:risk premium 269: 264:risk seeking 263: 257: 251:risk neutral 249: 239: 235: 230: 225: 222: 216:Risk premium 211: 204: 197: 189: 181: 177: 169: 165: 161: 153: 145: 82: 73: 63: 57: 54:Middle graph 53: 49: 6711:von Neumann 6480:Supply-side 6465:Physiocracy 6409:Marginalism 6098:Information 6038:Engineering 6018:Development 6013:Demographic 5896:Game theory 5873:Theoretical 5705:Game theory 5670:Development 5617:Uncertainty 5497:Price floor 5477:Preferences 5416:Competition 5386:Information 5349:Externality 5332:Equilibrium 5273:Transaction 5251:Opportunity 5212:Aggregation 4950:: 123–133. 4578:(1): 1–56. 4210:j.ctt1r2gkx 3887:: 272–293. 3643:playgrounds 2909:square root 2820:log utility 2545:(CRRA) and 1686:, and when 259:risk loving 236:risk averse 78:uncertainty 58:Right graph 18:Risk averse 6936:Categories 6868:Economists 6741:Schumacher 6646:Schumpeter 6616:von Wieser 6536:von ThĂĽnen 6496:Economists 6395:Circuitism 6360:Humanistic 6355:Historical 6330:Ecological 6320:Democratic 6293:Chartalism 6283:Behavioral 6246:Mainstream 6207:Statistics 6202:Solidarity 6123:Managerial 6088:Humanistic 6083:Historical 6028:Ecological 5993:Behavioral 5735:Managerial 5655:Behavioral 5528:Production 5465:Oligopsony 5305:Elasticity 5217:Budget set 4365:(2): 263. 4293:2023-04-24 4068:10161/7006 3776:References 2836:, and the 338:) for all 50:Left graph 6786:Greenspan 6751:Samuelson 6731:Galbraith 6701:Tinbergen 6641:von Mises 6636:Heckscher 6596:Edgeworth 6475:Stockholm 6470:Socialist 6370:Keynesian 6350:Happiness 6310:Classical 6271:Mutualism 6266:Anarchist 6251:Heterodox 6148:Personnel 6108:Knowledge 6073:Happiness 6063:Financial 6033:Education 6008:Democracy 5943:Empirical 5865:Economics 5776:Economics 5648:Subfields 5543:Rationing 5460:Oligopoly 5455:Monopsony 5443:Bilateral 5376:Household 5227:Convexity 5121:198977278 4964:228879460 4885:CiteSeerX 4592:0304-4068 4553:154784555 4537:0895-5646 4490:0012-9682 4451:154386816 4367:CiteSeerX 4319:CiteSeerX 4269:256553112 4261:0943-0180 4172:153669907 4137:153856059 3540:, in the 3424:$ 3421:≺ 3356:$ 3329:$ 3249:$ 3201:$ 3156:$ 3132:$ 3032:μ 2967:σ 2917:n-th root 2793:ρ 2773:ρ 2744:ε 2723:ρ 2682:ρ 2679:− 2668:− 2663:ρ 2660:− 2623:function 2583:⁡ 2483:− 2432:(RRA) or 2365:− 2317:α 2311:− 2297:α 2253:α 2221:α 2218:− 2128:⁡ 1896:− 1856:− 1844:∂ 1827:∂ 1576:− 1500:− 1487:− 1466:− 1350:− 1321:hyperbola 1297:α 1253:α 1250:− 1242:− 1162:β 1142:α 1105:Note how 1029:β 1026:− 978:β 920:β 914:α 717:− 508:$ 494:$ 491:− 485:$ 342:, and/or 326:positive 66:economics 6897:Category 6877:journals 6863:Glossary 6816:Stiglitz 6781:Rothbard 6761:Buchanan 6746:Friedman 6736:Koopmans 6726:Leontief 6706:Robinson 6591:Marshall 6441:Lausanne 6345:Georgism 6340:Feminist 6288:Buddhist 6278:Austrian 6177:Regional 6153:Planning 6128:Monetary 6058:Feminist 6003:Cultural 5998:Business 5823:Category 5769:See also 5660:Business 5632:Marginal 5627:Expected 5568:Shortage 5563:Scarcity 5438:Monopoly 5344:Exchange 5256:Implicit 5246:Marginal 4819:57561510 4693:17553993 4644:16775134 4545:41760532 4341:16418792 4077:59290774 3697:See also 3633:Children 3530:Kahneman 2913:variance 2874:relative 2870:fraction 2862:absolute 2831:) = log 2604:implies 2512:′ 2493:″ 2394:′ 2375:″ 2192:, while 2074:‴ 2034:‴ 1994:‴ 1938:′ 1906:″ 1883:‴ 1866:′ 1379:′ 1360:″ 1323:, namely 1274:(CARA): 1010:″ 962:′ 820:″ 786:′ 746:′ 727:″ 303:) where 6957:Utility 6912:Outline 6883:Schools 6875: ( 6836:Piketty 6831:Krugman 6696:Kuznets 6686:Kalecki 6661:Polanyi 6551:Cournot 6546:Bastiat 6531:Ricardo 6521:Malthus 6511:Quesnay 6414:Marxian 6305:Chicago 6235:history 6230:Schools 6217:Welfare 6187:Service 5978:Applied 5781:Applied 5760:Welfare 5622:Utility 5582:Surplus 5521:Pricing 5433:Duopoly 5426:Perfect 5369:Service 5337:General 5241:Average 5024:2354226 4827:2057134 4684:6672163 4635:6674035 4498:1912605 4389:1914185 4032:1806628 3960:1913738 3770:Utility 3639:schools 3534:Tversky 2911:of its 2879:In one 2785:. When 2606:RRA = 1 2271:, with 2149:, with 1776:. See 460:(0)=0, 355:concave 178:U(E(W)) 174:Utility 154:E(U(W)) 96:Example 70:finance 6821:Thaler 6801:Ostrom 6796:Becker 6791:Sowell 6771:Baumol 6676:Myrdal 6671:Sraffa 6666:Frisch 6656:Knight 6651:Keynes 6626:Fisher 6621:Veblen 6606:Pareto 6586:Menger 6581:George 6576:Jevons 6571:Walras 6561:Gossen 6485:Thermo 6163:Public 6158:Policy 6113:Labour 6078:Health 5606:Supply 5597:Demand 5533:Profit 5401:Market 5263:Social 5134:941126 5132:  5119:  5064:  5022:  4962:  4887:  4825:  4817:  4752:  4691:  4681:  4642:  4632:  4590:  4551:  4543:  4535:  4496:  4488:  4449:  4387:  4369:  4339:  4321:  4267:  4259:  4208:  4198:  4170:  4135:  4098:  4075:  4030:  3995:  3958:  3862:  3835:  3808:  3676:. The 2814:using 1521:where 774:where 6907:Lists 6902:Index 6853:Lists 6826:Hoppe 6811:Lucas 6776:Solow 6766:Arrow 6756:Simon 6721:Lange 6716:Hicks 6691:Röpke 6681:Hayek 6631:Pigou 6601:Clark 6516:Smith 6431:Mixed 6390:Post- 6212:Urban 6192:Socio 6182:Rural 5725:Labor 5710:Green 5482:Price 5364:Goods 5354:Firms 5117:S2CID 5097:(PDF) 4960:S2CID 4815:S2CID 4763:(PDF) 4746:(PDF) 4726:(PDF) 4711:(PDF) 4549:S2CID 4541:JSTOR 4494:JSTOR 4447:S2CID 4437:(1). 4385:JSTOR 4337:S2CID 4265:S2CID 4206:JSTOR 4168:S2CID 4133:S2CID 4073:S2CID 4028:JSTOR 3956:JSTOR 2881:model 1059:then 324:up to 170:U(CE) 90:stock 6842:more 6566:Marx 6556:Mill 6541:List 6419:Neo- 6375:Neo- 5639:Wage 5548:Rent 5516:Free 5268:Sunk 5236:Cost 5229:and 5155:help 5130:SSRN 5062:ISBN 5045:help 5020:SSRN 4823:SSRN 4750:ISBN 4689:PMID 4640:PMID 4588:ISSN 4533:ISSN 4486:ISSN 4257:ISSN 4196:ISBN 4096:ISBN 3993:ISBN 3860:ISBN 3833:ISBN 3806:ISBN 3641:and 3592:and 3569:and 3532:and 3521:and 3246:> 3082:and 3068:The 2840:and 2428:The 2256:> 2087:< 2047:> 2007:> 1964:< 1555:and 1154:and 998:and 808:and 683:and 262:(or 238:(or 166:E(W) 86:bank 68:and 6806:Sen 6526:Say 6385:New 6118:Law 5730:Law 5109:doi 5105:180 4994:doi 4952:doi 4922:doi 4895:doi 4854:doi 4807:doi 4679:PMC 4671:doi 4630:PMC 4622:doi 4580:doi 4525:doi 4478:doi 4439:doi 4412:doi 4377:doi 4329:doi 4247:hdl 4237:doi 4160:doi 4125:doi 4063:hdl 4055:doi 3948:doi 3889:doi 3798:doi 3433:000 3347:0.7 3338:000 3332:100 3320:0.3 3258:000 3210:000 3150:0.7 3141:000 3135:100 3126:0.3 2895:In 2883:in 2611:In 2580:log 2125:log 950:so 862:of 677:ARA 564:100 426:100 291:In 190:U(W 182:U(W 64:In 6938:: 5146:: 5144:}} 5140:{{ 5115:. 5103:. 5099:. 5078:. 5036:: 5034:}} 5030:{{ 4990:95 4988:. 4984:. 4972:^ 4958:. 4948:91 4946:. 4934:^ 4918:39 4916:. 4893:. 4881:15 4879:. 4850:15 4848:. 4844:. 4821:. 4813:. 4803:98 4801:. 4797:. 4719:58 4717:. 4713:. 4687:. 4677:. 4667:27 4665:. 4661:. 4638:. 4628:. 4618:26 4616:. 4612:. 4600:^ 4586:. 4574:. 4570:. 4547:. 4539:. 4531:. 4519:. 4515:. 4492:. 4484:. 4474:50 4472:. 4468:. 4445:. 4433:. 4408:25 4406:. 4383:. 4375:. 4363:47 4361:. 4349:^ 4335:. 4327:. 4315:68 4313:. 4286:. 4263:. 4255:. 4245:. 4233:37 4231:. 4227:. 4204:. 4180:^ 4166:. 4156:34 4154:. 4131:. 4121:68 4119:. 4071:. 4061:. 4051:92 4049:. 4024:65 4022:. 3954:. 3944:32 3942:. 3930:^ 3913:. 3901:^ 3885:38 3883:. 3804:. 3784:^ 3629:. 3427:20 3252:20 3204:30 2927:. 2822:, 2608:. 511:40 497:40 488:50 228:. 214:– 212:RP 172:– 164:; 156:– 152:; 148:– 146:CE 72:, 6879:) 6381:) 6377:( 6237:) 6233:( 5857:e 5850:t 5843:v 5608:/ 5599:/ 5570:/ 5514:/ 5190:e 5183:t 5176:v 5157:) 5153:( 5136:. 5123:. 5111:: 5070:. 5047:) 5043:( 5026:. 4996:: 4966:. 4954:: 4928:. 4924:: 4901:. 4897:: 4862:. 4856:: 4829:. 4809:: 4695:. 4673:: 4646:. 4624:: 4594:. 4582:: 4576:4 4555:. 4527:: 4521:1 4500:. 4480:: 4453:. 4441:: 4435:3 4418:. 4414:: 4391:. 4379:: 4343:. 4331:: 4296:. 4271:. 4249:: 4239:: 4212:. 4174:. 4162:: 4139:. 4127:: 4104:. 4079:. 4065:: 4057:: 4034:. 4001:. 3976:. 3962:. 3950:: 3895:. 3891:: 3868:. 3841:. 3814:. 3800:: 3481:) 3478:s 3475:g 3472:n 3469:i 3466:v 3463:a 3460:s 3457:g 3454:n 3451:i 3448:p 3445:e 3442:e 3439:k 3436:( 3430:, 3418:) 3415:A 3412:( 3409:U 3406:E 3384:u 3362:) 3359:0 3353:( 3350:u 3344:+ 3341:) 3335:, 3326:( 3323:u 3317:= 3314:) 3311:A 3308:( 3305:U 3302:E 3280:u 3255:, 3243:) 3240:A 3237:( 3234:U 3231:E 3207:, 3198:= 3195:) 3192:A 3189:( 3186:U 3183:E 3162:) 3159:0 3153:( 3147:+ 3144:) 3138:, 3129:( 3123:= 3120:) 3117:A 3114:( 3111:U 3108:E 3091:. 3042:n 3036:n 3026:d 3021:) 3018:c 3015:( 3012:E 3009:d 3003:= 2998:n 2994:A 2964:d 2959:) 2956:c 2953:( 2950:E 2947:d 2941:= 2938:A 2925:n 2833:c 2829:c 2827:( 2825:u 2802:, 2799:1 2796:= 2769:/ 2765:1 2762:= 2757:) 2754:c 2751:( 2748:u 2720:= 2717:) 2714:c 2711:( 2708:R 2676:1 2671:1 2657:1 2653:c 2646:= 2643:) 2640:c 2637:( 2634:u 2592:) 2589:c 2586:( 2577:= 2574:) 2571:c 2568:( 2565:u 2555:c 2551:c 2537:. 2522:) 2519:c 2516:( 2509:u 2503:) 2500:c 2497:( 2490:u 2486:c 2477:= 2474:) 2471:c 2468:( 2465:A 2462:c 2459:= 2456:) 2453:c 2450:( 2447:R 2404:) 2401:c 2398:( 2391:u 2385:) 2382:c 2379:( 2372:u 2362:= 2359:) 2356:c 2353:( 2350:A 2323:) 2320:c 2314:2 2308:1 2305:( 2301:/ 2294:2 2291:= 2288:) 2285:c 2282:( 2279:A 2259:0 2234:, 2229:2 2225:c 2215:c 2212:= 2209:) 2206:c 2203:( 2200:u 2180:c 2176:/ 2172:1 2169:= 2166:) 2163:c 2160:( 2157:A 2137:) 2134:c 2131:( 2122:= 2119:) 2116:c 2113:( 2110:u 2090:0 2084:) 2081:c 2078:( 2071:u 2050:0 2044:) 2041:c 2038:( 2031:u 2010:0 2004:) 2001:c 1998:( 1991:u 1967:0 1956:2 1952:] 1948:) 1945:c 1942:( 1935:u 1931:[ 1924:2 1920:] 1916:) 1913:c 1910:( 1903:u 1899:[ 1893:) 1890:c 1887:( 1880:u 1876:) 1873:c 1870:( 1863:u 1853:= 1847:c 1839:) 1836:c 1833:( 1830:A 1800:) 1797:c 1794:( 1791:A 1764:t 1761:s 1758:n 1755:o 1752:c 1749:= 1746:a 1742:/ 1738:1 1735:= 1732:) 1729:c 1726:( 1723:A 1720:c 1700:0 1697:= 1694:b 1674:t 1671:s 1668:n 1665:o 1662:c 1659:= 1656:b 1652:/ 1648:1 1645:= 1642:) 1639:c 1636:( 1633:A 1613:0 1610:= 1607:a 1587:a 1583:/ 1579:b 1573:= 1568:s 1564:c 1543:a 1539:/ 1535:1 1532:= 1529:R 1503:R 1497:1 1490:R 1484:1 1480:) 1474:s 1470:c 1463:c 1460:( 1454:= 1451:) 1448:c 1445:( 1442:u 1413:b 1410:+ 1407:c 1404:a 1400:1 1395:= 1389:) 1386:c 1383:( 1376:u 1370:) 1367:c 1364:( 1357:u 1347:= 1344:) 1341:c 1338:( 1335:A 1313:. 1311:c 1294:= 1291:) 1288:c 1285:( 1282:A 1256:c 1246:e 1239:1 1236:= 1233:) 1230:c 1227:( 1224:u 1194:) 1191:c 1188:( 1185:u 1165:, 1122:) 1119:c 1116:( 1113:A 1093:. 1090:c 1086:/ 1082:1 1079:= 1076:) 1073:c 1070:( 1067:A 1047:, 1042:2 1038:c 1033:/ 1023:= 1020:) 1017:c 1014:( 1007:u 986:c 982:/ 975:= 972:) 969:c 966:( 959:u 938:, 935:) 932:c 929:( 926:n 923:l 917:+ 911:= 908:) 905:c 902:( 899:u 879:) 876:c 873:( 870:u 850:c 830:) 827:c 824:( 817:u 796:) 793:c 790:( 783:u 756:) 753:c 750:( 743:u 737:) 734:c 731:( 724:u 714:= 711:) 708:c 705:( 702:A 675:( 659:) 656:c 653:( 650:u 626:) 623:c 620:( 617:u 558:2 555:1 549:+ 546:0 540:2 537:1 504:/ 500:) 482:( 466:u 462:u 458:u 452:, 440:2 436:/ 432:) 429:) 423:( 420:u 417:+ 414:) 411:0 408:( 405:u 402:( 399:= 396:) 393:u 390:( 387:E 371:u 367:u 363:u 359:u 348:c 346:( 344:u 340:c 336:c 334:( 332:u 320:c 318:( 316:u 309:c 305:c 301:c 299:( 297:u 207:1 205:W 200:0 198:W 194:) 192:1 186:) 184:0 162:W 41:. 34:. 20:)

Index

Risk averse
Risk aversion (psychology)
Risk attitude (security)

economics
finance
uncertainty
bank
stock



Certainty equivalent
Expected value
Utility
Risk premium
certainty equivalent
risk neutral
risk loving
expected value
certainty equivalent
risk premium
expected utility
up to
affine transformation
concave
first-order stochastically dominant
mean-preserving contraction
affine transformations
Kenneth Arrow

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