equilibrium resource management with altruistic overlapping generations abstract we imbed a classic fishery model where the optimal policy follows a most rapid approach path to a steady state into an overlapping generations setting the current generation discounts future generations utility flows at a rate possibly different from the pure rate of time preference used to discount their own utility flows the resulting model has non constant discount rates leading to time inconsistency the unique markov perfect equilibrium to this model has a striking feature provided that the current generation has some concern for the not yet born the equilibrium policy does not depend on the degree of that concern

seasonal factors and outlier effects in rate of return on electricity spot prices in australia s national electricity market this article documents seasonal patterns and other characteristics of electricity spot prices in the australian national electricity market nem over a 7 year sample period the goal is to investigate more specifically the influence of seasonalities and outliers noted in the body of literature on electricity prices the results confirm that electricity prices exhibit significant time of day and day of week effects and monthly and yearly effects are significant to a lesser degree extremely high spikes in the price series are an important characteristic of electricity prices and are shown to be a highly significant component of returns behaviour negative prices are unusual in financial time series data but occur in australian electricity prices and are found to be influential on returns the implications of these finding are that seasonal and outlier effects should not be ignored in efforts to model electricity prices

is tiger woods loss averse persistent bias in the face of experience competition and high stakes although experimental studies have documented systematic decision errors many leading scholars believe that experience competition and large stakes will reliably extinguish biases we test for the presence of a fundamental bias loss aversion in a high stakes context professional golfers performance on the pga tour golf provides a natural setting to test for loss aversion because golfers are rewarded for the total number of strokes they take during a tournament yet each individual hole has a salient reference point par we analyze over 2 5 million putts using precise laser measurements and find evidence that even the best golfers including tiger woods show evidence of loss aversion jel d03 d81 l83

global warming and hyperbolic discounting the use of a constant discount rate to study long lived environmental problems such as global warming has two disadvantages the prescribed policy is sensitive to the discount rate and with moderate discount rates large future damages have almost no effect on current decisions time consistent quasi hyperbolic discounting alleviates both of these modeling problems and is a plausible description of how people think about the future we analyze the time consistent markov perfect equilibrium in a general model with a stock pollutant the solution to the linear quadratic specialization illustrates the role of hyperbolic discounting in a model of global warming

reference dependent preferences and labor supply the case of new york city taxi drivers i develop a model of daily labor supply where preferences are dependent on a reference daily income level and i apply this model to data on the labor supply of new york city taxi drivers i find that there may be a reference level of income on a given day that affects labor supply however there is substantial day to day variation in a given driver s reference level and most shifts end before reaching the reference income level this pattern is inconsistent with an important role for reference dependent preferences

modeling and forecasting electricity prices with input output hidden markov models in competitive electricity markets in addition to the uncertainty of exogenous variables such as energy demand water inflows and availability of generation units and fuel costs participants are faced with the uncertainty of their competitors behavior the analysis of electricity price time series reflects a switching nature related to discrete changes in competitors strategies which can be represented by a set of dynamic models sequenced together by a markov chain an input output hidden markov model iohmm is proposed for analyzing and forecasting electricity spot prices the model provides both good predictions in terms of accuracy as well as dynamic information about the market in this way different market states are identified and characterized by their more relevant explanatory variables moreover a conditional probability transition matrix governs the probabilities of remaining in the same state or changing to another whenever a new market session is opened the model has been successfully applied to real clearing prices in the spanish electricity market

evaluating natural resource investments notwithstanding impressive advances in the theory of finance over the past 2 decades practical procedures for capital budgeting have evolved only slowly the standard technique which has remained unchanged in essentials since it was originally proposed see dean 1951 bierman and smidt 1960 derives from a simple adaptation of the fisher 1907 model of valuation under certainty under this technique expected cash flows from an investment project are discounted at a rate deemed appropriate to their risk and the resulting present value is compared with the cost of the project this standard textbook technique reflects modern theoretical developments only insofar as estimates of the discount rate may be obtained from crude application of single period asset pricing theory but see brennan 1973 bogue and roll 1974 turnbull 1977 constantinides 1978 the inadequacy of this approach to capital budgeting is widely acknowledged although not widely discussed its obvious deficiency is its the evaluation of mining and other natural resource projects is made particularly difficult by the high degree of uncertainty attaching to output prices it is shown that the techniques of continuous time arbitrage and stochastic control theory may be used not only to value such projects but also to determine the optimal policies for developing managing and abandoning them the approach may be adapted to a wide variety of contexts outside the natural resource sector where uncertainty about future project revenues is a paramount concern

fitting semiparametric markov regime switching models to electricity spot prices abstract recently regime switching models have become the standard tool for modeling electricity prices these models capture the main properties of electricity spot prices well but estimation of the model parameters requires computer intensive methods moreover the distribution of the price spikes must be fully specified although the high volatility of the spikes makes it difficult to check such distributional assumptions consequently there are a number of competing proposals for the distribution in the spike regime as an alternative we propose a semiparametric markov regime switching model that leaves the distribution under the spike regime unspecified we show that the model parameters can be estimated by employing robust statistical techniques this presents an alternative to the existing estimation methods that are based on computer intensive numerical maximization of the likelihood function the model in combination with the estimation framework is easier to estimate needs less computation time and distributional assumptions to show its advantages we compare the proposed model with a well established markov regime switching model in a simulation study furthermore we apply the model to log prices for the australian electricity market the results are in accordance with the results from the simulation study indicating that the proposed model might be advantageous whenever the distribution of the spike process is not sufficiently known the results are thus encouraging and suggest the use of our approach when modeling electricity prices and pricing derivatives

investment under uncertainty and time inconsistent preferences abstract while standard real options models assume that agents possess a constant rate of time preference there is substantial evidence that agents are impatient about choices in the short term but are patient when choosing between long term alternatives we extend the real options framework to model the investment timing decisions of entrepreneurs with time inconsistent preferences the impact on investment timing depends on such factors as whether entrepreneurs are sophisticated or naive in their expectations regarding their future time inconsistent behavior and whether the payoff from investment occurs all at once or over time the model is extended to the case of a competitive equilibrium

anomalies in intertemporal choice evidence and an interpretation research on decision making under uncertainly has been strongly influenced by the documentation of numerous expected utility eu anomalies behaviors that violate the expected utility axioms the relative lack of progress on the closely related topic of intertemporal choice is partly due to the absence of an analogous set of discounted utility du anomalies we enumerate a set of du anomalies analogous to the eu anomalies and propose a model that accounts for the anomalies as well as other intertemporal choice phenomena incompatible with du we discuss implications for savings behavior estimation of discount rates and choice framing effects

note a note on the use of the capm as a strategic planning tool a recent paper by naylor and tapon naylor thomas h francis tapon 1982 the capital asset pricing model an evaluation of its potential as a strategic planning tool management sci 28 1166 1173 showed that the capital asset pricing model capm can be an important strategic planning tool but their specific strategic suggestions were incorrect the proper conclusion to draw from the capm is that a company should purchase a business if its expected return exceeds the expected return in equilibrium of a business in the same risk class in the absence of synergy each potential acquisition should be evaluated on its own merit independent of the other businesses in a company s portfolio when all firms are in equilibrium no gain may be made from merger or takeover

singular dividend optimization for a linear diffusion model with time inconsistent preferences abstract with the advancement of behavioral economics the use of exponential discounting for decision making in neoclassical economics has been questioned since it cannot provide a realistic way to explain certain decision making behavior the purpose of this paper is to investigate strategic decision making on dividend distribution policies of insurance companies when the management adopts a more realistic way for discounting namely stochastic quasi hyperbolic discounting the use of this more realistic way for discounting is motivated by some recent developments in behavioral economics a game theoretic approach is adopted to establish economic equilibrium results namely subgame perfect markov equilibrium strategies it is shown that 1 under certain mild technical conditions the barrier strategy with an optimal barrier which is widely used in the traditional approach to optimal dividend problems is a perfect markov equilibrium strategy 2 the optimal barrier is lower than the barrier of an optimal strategy obtained from the respective time consistent optimal dividend problem and 3 the solution based on the barrier strategy does not exist in some situations

the capital asset pricing model an evaluation of its potential as a strategic planning tool in this paper we provide a summary of the capital asset pricing model capm and point out how it might possibly be used as a tool for strategic planning by corporations that own a portfolio of businesses we also point out some of the assumptions underlying the capm which must be satisfied if it is to be used for strategic planning next we include a critical appraisal of the capm as a strategic planning tool finally we state the case for linking competitive strategy models capm models and business simulation models

expectations as endowments evidence on reference dependent preferences from exchange and valuation experiments while evidence suggests that people evaluate outcomes with respect to reference points little is known about what determines them we conduct two experiments that show that reference points are determined at least in part by expectations in an exchange experiment we endow subjects with an item and randomize the probability they will be allowed to trade subjects that are less likely to be able to trade are more likely to choose to keep their item in a valuation experiment we randomly assign subjects a high or low probability of obtaining an item and elicit their willingness to accept for it the high probability treatment increases valuation of the item by 20 30 copyright 2011 oxford university press

to be consumed with moderation abstract we study the optimal behavior of a hyperbolic discounting agent who has incomplete information about his own preferences and can only learn them through consumption we show that even if moderate current consumption and moderate future consumption always dominates abstinence the agent may optimally decide not to consume as a commitment device against inefficient learning that would lead to future excesses this provides a rationale for why smokers gamblers or compulsive buyers stick to second best personal rules of behavior such as abstinence without invoking standard habit formation arguments we also study how urges modify the strategy of the individual

r d investment under time inconsistent preferences abstract we extend the real options model of r d by incorporating time inconsistent preferences we show that time inconsistent preferences can lead to both under investment and over investment in r d which depends on the magnitude of technological uncertainty when the technological uncertainty is low the sophisticated entrepreneurs exercise earlier than the time consistent entrepreneur however the sophisticated entrepreneurs invest later when the technological uncertainty is high

a dual self model of impulse control we propose that a simple dual self model gives a unified explanation for several empirical regularities including the apparent time inconsistency that has motivated models of quasi hyperbolic discounting and rabin s paradox of risk aversion in the large and small the model also implies that self control costs imply excess delay as in the o donoghue and rabin models of quasi hyperbolic utility and it explains experimental evidence that increased cognitive load makes temptations harder to resist the base version of our model is consistent with the gul pesendorfer axioms but we argue that these axioms must be relaxed to account for the effect of cognitive load

goal setting and self control abstract this paper addresses the role of non binding goals to attenuate time inconsistency present biased agents have linear reference dependent preferences and endogenously set a goal that is the reference point they face an infinite horizon optimal stopping problem in continuous time when there is sufficient commitment to expectation based goals goal setting attenuates the present biased agent s tendency to stop too early and may even lead an agent to wait longer than the first best in particular reference dependence is strictly worse for a time consistent agent notably none of the effects of goal setting require loss aversion

the behavioral life cycle hypothesis self control mental accounting and framing are incorporated in a behavioral enrichment of the life cycle theory of saving called the behavioral life cycle blc hypothesis the key assumption of the blc theory is that households treat components of their wealth as nonfungible even in the absence of credit rationing specifically wealth is assumed to be divided into three mental accounts current income current assets and future income the temptation to spend is assumed to be greatest for current income and least for future income considerable empirical support for the blc theory is presented primarily drawn from published econometric studies

a theory of haste abstract we consider a hyperbolic discounting agent at each period he can undertake an irreversible consumption decision that yields an uncertain current benefit and a delayed cost if he decides to defer consumption for the future some information exogenously flows in we show that the agent may rationally decide to consume with negative expected net present value npv only to prevent himself from consuming in the future which could be profitable from a future perspective but highly detrimental from the current viewpoint comparative statics reveal that the value of information is u shaped

self coordination in time inconsistent stochastic decision problems a planner doer game framework abstract time inconsistency has been a thorny issue in many economic and financial decision making problems especially when risk measures are involved in performance criteria we develop in this paper a two tier planner doer game framework with self coordination by aligning the global interest of the planner and the local interests of the doers by applying suitable penalty functions a degree of internal harmony measured quantitatively by the expected cost of self coordination can be achieved by the self coordination policy we establish an axiom system for modified preferences under which the self coordination policy can be obtained by solving a corresponding optimization problem we then apply our game framework successfully in dynamic mean variance portfolio selection

new york city cab drivers labor supply revisited reference dependent preferences with rational expectations targets for hours and income this paper reconsiders whether cabdrivers labor supply decisions reflect reference dependent preferences following botond koszegi and matthew rabin 2006 we construct a model with targets for hours as well as income both determined by rational expectations estimating using henry s farber s 2005 2008 data we show that the reference dependent model can reconcile his 2005 finding that drivers stopping probabilities are significantly related to hours but not income with the negative wage elasticity of hours found by colin camerer et al 1997 and farber 2005 2008 the model yields sensible estimates that avoid farber s 2008 criticism that drivers income targets are too unstable to allow a useful reference dependent model of labor supply

optimal dividend strategies with time inconsistent preferences abstract this paper studies the optimal dividend strategies of an insurance company when the manager has time inconsistent preferences we consider the problem for a naive manager and a sophisticated manager and analytically derive the optimal dividend strategies when claim sizes follow an exponential distribution our results show that the manager with time inconsistent preferences tends to pay out dividends earlier than her time consistent counterpart and that the sophisticated manager is more inclined to pay out dividends than the naive manager furthermore we extend these results to the case with claim sizes following a mixed exponential distribution and provide a numerical analysis to reveal the sensitivity of the optimal dividend strategies to changes in the premium claims and surplus volatility

self command in practice in policy and in a theory of rational choice an increasingly familiar occurrence for obstetricians is being asked by patients to withhold anesthesia during delivery the physician often proposes that a facemask be put beside the patient who may inhale nitrous oxide as she needs it but some determined patients ask that no such opportunity be provided if gas is available they will use it and they want not to be able to the request is interesting for decision theory and raises questions of ethics policy and physician responsibility even if the woman is merely making a mistake if she simply does not know how painful labor will be and how glad she will be even in retrospect if the pain is relieved but some women who make this request have had earlier deliveries during which they demanded anesthesia and received it they are acquainted with the pain they anticipate asking for relief and they want it withheld when they do they expect to regret afterwards any recourse to anesthesia this particular instance of attempted selfdenial has features that are special but many that are common the woman is so far as we know in good health physically and mentally she anticipates a transient period when her usual values and preferences will be suspended or inaccessible she has reasons for wanting to frustrate her own wishes at the critical time she needs cooperation she may ratify her choice afterward by expressing herself grateful that no anesthesia was offered even when requested there are ethical dilemmas and legal issues and there is conflict if say the husband disagrees with the physician in the delivery room about what his wife really wants

psychological expected utility theory and anticipatory feelings we extend expected utility theory to situations in which agents experience feelings of anticipation prior to the resolution of uncertainty we show how these anticipatory feelings may result in time inconsistency we provide an example from portfolio theory to illustrate the potential impact of anticipation on asset prices

consumption savings decisions with quasi geometric discounting we study the consumption savings problem of an infinitely lived rational consumer who has time inconsistent preferences in the form of quasi geometric discounting the consumer operates a weakly concave production function and must simply divide current resources into current consumption and savings there is no uncertainty a solution to the consumer s problem is a subgame perfect equilibrium of a dynamic game between the consumer s successive selves we show that this game has a continuum of equilibria in stationary markov strategies not only is the stationary point of the consumer s asset holdings indeterminate but each stationary point has a continuum of dynamic paths converging to it the savings policy rules underlying these dynamic paths are step functions

vector forecasting and dynamic portfolio selection empirical efficiency of recursive multiperiod strategies abstract in the paper we present a dynamic portfolio selection system the system combines recent results from the domains of time series analysis portfolio theory and multiperiod linear programming under uncertainty the performance of the decision support system is tested empirically against a dynamic super criterion defined in the study we demonstrate that suitable combination of ex ante and ex post information with initial balances for the planning horizon yields better portfolio efficiency through time than a strategy relying purely on ex ante information the system was programmed on abo academy s vax 8800 computer mainly in fortran with access to the imsl library and ifps optimum

transmission of prices and price volatility in australian electricity spot markets a multivariate garch analysis this paper examines the transmission of spot electricity prices and price volatility among the five regional electricity markets in the australian national electricity market namely new south wales queensland south australia the snowy mountains hydroelectric scheme and victoria a multivariate generalised autoregressive conditional heteroskedasticity model is used to identify the source and magnitude of price and price volatility spillovers the results indicate the presence of positive own mean spillovers in only a small number of markets and no mean spillovers between any of the markets this appears to be directly related to the physical transfer limitations of the present system of regional interconnection nevertheless the large number of significant own volatility and cross volatility spillovers in all five markets indicates the presence of strong autoregressive conditional heteroskedasticity and generalised autoregressive conditional heteroskedasticity effects this indicates that shocks in some markets will affect price volatility in others finally and contrary to evidence from studies in north american electricity markets the results also indicate that australian electricity spot prices are stationary

is tomorrow another day the labor supply of new york city cabdrivers the labor supply of taxi drivers is consistent with the existence of intertemporal substitution my analysis of the stopping behavior of new york city cabdrivers shows that daily income effects are small and that the decision to stop work at a particular point on a given day is primarily related to cumulative daily hours to that point this is in contrast to the analysis of camerer et al who find that the daily wage elasticity of labor supply of new york city cabdrivers is substantially negative implying large daily income effects this difference in findings is due to important differences in empirical methods and to problems with the conception and measurement of the daily wage rate used by camerer et al

self regulation through goal setting goals are an important motivator but little is known about why and how people set them we address this issue in a model based on two stylized facts first goals serve as reference points for performance second present biased preferences create self control problems we show the power and limits of self regulation through goals goals increase an individual s motivation but only up to a certain point furthermore they are painful self disciplining devices thus greater self control problems may result in tougher goals but for a severe present bias goals either lack a motivating force or are too painful to be accepted

optimal contracts in a continuous time delegated portfolio management problem this article studies the contracting problem between an individual investor and a professional portfolio manager in a continuous time principal agent framework optimal contracts are obtained in closed form these contracts are of a symmetric form and suggest that a portfolio manager should receive a fixed fee a fraction of the total assets under management plus a bonus or a penalty depending upon the portfolio s excess return relative to a benchmark portfolio the appropriate benchmark portfolio is an active index that contains risky assets where the number of shares invested in each asset can vary over time rather than a passive index in which the number of shares invested in each asset remains constant over time fund managers compensation schemes in a delegated portfolio management setting have been of special interest to both academics and practitioners academic interest stems in part from the rapid growth of managed funds over the last two decades gompers and metrick 1998 report that by december 1996 mutual funds pension funds and other financial intermediaries held discretional control over more than half of the u s equity market it is thus of importance to study the impact of institutional trading on asset prices and to integrate into one model both asset pricing and delegated portfolio management compensation as advocated by brennan 1993 allen and santomero 1997 and allen 2001 it is also important to understand the relationship between a manager s trading strategies and his implicit incentives or career concerns see e g brown harlow and starks 1996 brown goetzmann and park 1997 chevalier and ellison 1999 and chen and pennacchi 2000 these concerns include internal promotion from a small to a large fund higher outside offers and the flow of money through the fund under management 1 the importance of fund manager compensation is also underscored by congressional passage in 1970 of the amendment to

labor supply of new york city cabdrivers one day at a time life cycle models of labor supply predict a positive relationship between hours supplied and transitory changes in wages because such changes have virtually no effect on life cycle wealth previous attempts to test this hypothesis empirically with time series data have not been supportive estimated elasticities are typically negative or nonsignificant such analyses however are vulnerable to measurement error and other estimation problems we use data on daily observations of wages and hours for new york city cab drivers to estimate the supply response to transitory fluctuations in wages cab drivers decide daily how many hours to supply and face wages that are positively correlated within days but largely uncorrelated between days using these data our central finding is that wage elasticities are persistently negative from 5 to 1 in three different samples even after correcting for measurement error using instrumental variables these negative wage elasticities challenge the notion that cab drivers trade off labor and leisure at different points in time and question the empirical adequacy of life cycle formulations of labor supply

reference dependent consumption plans we develop a rational dynamic model in which people are loss averse over changes in beliefs about present and future consumption because changes in wealth are news about future consumption preferences over money are reference dependent if news resonates more when about imminent consump tion than when about future consumption a decision maker might to generate pleasant surprises overconsume early relative to the optimal committed plan increase immediate consumption following surprise wealth increases and delay decreasing consumption following surprise losses since higher wealth mitigates the effect of bad news people exhibit an unambiguous first order precautionary savings motive

reference points and effort provision a key open question for theories of reference dependent preferences is what determines the reference point one candidate is expectations what people expect could affect how they feel about what actually occurs in a real effort experiment we manipulate the rational expectations of subjects and check whether this manipulation influences their effort provision we find that effort provision is significantly different between treatments in the way predicted by models of expectation based reference dependent preferences if expectations are high subjects work longer and earn more money than if expectations are low