a general mean variance approximation to expected utility for short holding periods the mean variance model is precisely consistent with the expected utility hypothesis only in the special cases of normally distributed security returns or quadratic utility functions there is little evidence however that security returns follow normal distributions see 13 for references and quadratic preferences can be shown to generate implausible results exhibiting increasing absolute risk aversion in the pratt ll arrow 1 2 sense and displaying negative marginal utility after some finite wealth level in addition hakansson 4 has shown that single period mean variance efficient portfolios can have disastrous consequences over time even when return distributions are stationary such criticisms of the mean variance approach within the von neumann morgenstern framework have prompted several writers to suggest that investors maximize the expected value of utility functions with more realistic properties while others have criticized the single period focus of the model one popular alternative utility function is the logarithmic function which exhibits decreasing absolute risk aversion and conveniently leads to myopic decision processes through time i e investors treat each period as if it were the last basing investment decisions on that period s wealth and return distributions only 8 4 other utility functions with constant relative risk aversion such as the power function also imply myopic decision rules within a multiperiod setting

expected utility chebichev bounds mean variance analysis this paper deals with and answers the following question what are the best upper and lower bounds on expected utility when we know the mean and variance of the random variable involved some applications are also indicated

expected utility skewness and the baseball betting market a subjective expected utility model is developed to explain the gambling behaviour of bettors on major league baseball games in the united states betting activity was examined over 15 seasons for the period 1978 1992 the observed overbetting of favourite teams by baseball bettors can be reconciled without abandoning the traditional assumption of risk aversion additionally there is some evidence to suggest that positive skewness has a discernible influence in the decision making process for higher odds contests

why do farmers have so little interest in futures markets a farm financial model with leverage and investment in two farm enterprises is specified the model is extended to incorporate futures hedging and the separation theorem is used to show that optimal hedging is zero the assumption of a risk free asset is relaxed and while this leads to a violation of the separation theorem the result that optimal hedging is zero is maintained providing that futures markets are efficient it is concluded that if capital markets are efficient then farmers will have little interest in futures markets except to speculate

supply response and the dispersion of price expectations nomic an0lysis is the implication of aggregation when doing market studies the conditions for exact aggregation under a variety of definitions and settings have been studied paris and rausser theil the focus of this paper is on supply response in agriculture several authors have studied the effects of and tests for differential supply response coefficients across individuals or areas when aggregating firms e g theil p 567 here these coefficients are assumed to be identical for every firm but another problem is examined when uncertainty is present it is well documented that farmers have diverse price expectations e g bessler the question occurs as to the effects of such different expectations on aggregate supply response it is found that the curvature of the supply function is a crucial component of the analysis for example if the supply function is strictly concave an increase in the dispersion of expectations will reduce supply in aggregate

acreage decisions under risk the case of corn and soybeans an acreage supply response model is developed under expected utility maximization the resulting framework is used to specify and estimate a system of risk responsive acreage equations for corn and soybeans in the united states particular attention is given to the truncation effects of government price supports on the distribution of corn and soybean prices also a wealth variable is included in the acreage equations the empirical results indicate that risk and wealth variables play an important role in cornsoybean acreage decisions the analysis also shows that cross commodity risk reduction is important in acreage allocation decisions

agricultural product supplies and input demands regional comparisons governmental agencies at federal state and local levels in the united states are heavily involved in intervention in agricultural input and output markets to effect desired social goals the most pervasive intervention activities occur at the federal level they are available throughout the nation to most producers of specified commodities how

optimal market pools for agricultural cooperatives most agricultural marketing cooperatives distribute members net revenues on a pool basis the present paper outlines various pool options and provides a framework for identifying privately and collectively optimal pooling rules individual members pool choices are found to vary according to farm enterprise and risk aversion level a collectively optimal rule depends generally on risk aversion and on the method used to aggregate individuals expressed preferences in the instance examined here however the collective optimum is somewhat insensitive to assumed risk aversion

allocable fixed inputs as a cause of joint production a cost function approach the multiproduct cost concepts of baumol panzar and willig are used to explore the contention of shumway pope and nash that allocable fixed inputs cause joint production allocable fixed inputs may create an interdependence in the short run cost function when none exists in the long run however this will not necessarily lead to joint production for joint production to occur in the short run either the short run cost function must exhibit economies of scope or stand alone production of one of the commodities must exhibit diseconomies of size the issue of whether allocable fixed inputs cause joint production is an empirical question

the rationale of the mean standard deviation analysis skewness preference and the demand for money publisher summary this chapter discusses the rationale of the mean standard deviation analysis skewness preference and the demand for money in january 1969 issue of the review of economic studies karl borch and martin feldstein separately criticized the widely used mean variance analysis of portfolio selection borch contended that any system of upward sloping mean standard deviation e s indifference curves can be shown to be inconsistent with the basic axiom of choice under uncertainty he pointed out that one can always pick any two points on an upward sloping indifference curve to represent two bernoulli distributions with probability 1 p of gaining the same amount x in both the cases and probability p of gaining y1 in the case of one distribution and y2 in the case of the second distribution with y2 y1 if the second distribution represents the point to the northeast of the other point then by the dominance axiom the second distribution must be preferred to the first which contradicts the basic meaning of indifference curves feldstein by using a log utility function and a lognormal distribution for investment outcome showed that e s indifference curves for a risk averter need not be convex downwards though upward sloping they would change from convex to concave once the standard deviation of the outcome exceeds the mean multiplied by on the face of it this seems to suggest that risk aversion might decrease as risk is increased beyond a certain extent

a new foundation for the mean variance analysis abstract in this paper i re examine how the mean variance analysis is consistent with its traditional theoretical foundations namely stochastic dominance and the expected utility theory then i propose a simplified version of the coarse utility theory as a new foundation i prove that by assuming risk aversion and the normality of asset variables the simplified model is well behaved indifference curves are convex and the opportunity set is concave therefore there exist global optimal portfolios in the market finally i prove that decision making in accordance with the simplified model is consistent with the mean variance analysis

neoclassical consumer demand theory and the demand for money m friedman 1956 suggests that the demand for money should be analyzed in terms of consumer demand theory although often the interpretation of empirical results from studies using aggregate data appears to be in terms of the motives approach i e transactions precautionary and speculative motives the authors develop friedman s ideas within an explicit model of consumer theory and find that they provide a consistent framework for analyzing portfolio choice and offer greater insights into results from aggregate studies of the demand for money than the motives approach in particular the authors provide a new interpretation of the role of nominal interest rates inflation and a hicksian measure of wealth in the demand for money function copyright 1991 by royal economic society

optimal grain pricing and storage policy in controlled agricultural economies application to zimbabwe abstract maize pricing and storage policies of zimbabwe s grain marketing board are compared to those that would be optimal under certain objective function risk and risk aversion assumptions optimal producer prices and storage levels are found to be interdependent and to respond to prices at other levels of the marketing chain the ideal maize reserve stock increases with uncertainty over import transportation costs a factor to consider in light of the threat of south african sanctions but at a reasonable risk aversion level optimal reserves still are much lower than those presently held by the board

normal inputs and joint production with allocatable fixed factors when jointness is caused by allocatable fixed factors in the normal case the marginal cost of any output increases as any other output increases the supply of any output decreases as any other output price increases and an input price increase may cause the supply of some outputs to increase

does mean variance portfoliomanagement deserve expected utility s approximative affirmation abstract this article is a comment on the paper by harry markowitz on mean variance approximations to expected utility european journal of operational research 234 2014 436 355 this comment is followed by the reply of harry markowitz

a model of production with supply management for the canadian agricultural sector the production structure of the canadian agricultural sector is modeled by an output constrained multiproduct profit function to account for the existence of supply management policies the le chatelier effects of supply constraints are illustrated and the comparative statics of supply management is shown to depend under input normality on the type of jointness convexity is tested and accepted and nonjointness is rejected by the estimated normalized quadratic profit function the results support the hypothesis of nonjointness due to allocatable fixed factors decreasing the supply of managed commodities will increase the supply of unrestricted commodities while total input use is reduced

simplified risk analysis in agricultural extension abstract attention is given to the major methods of assessing risk in order to make choices the literature frequently reports studies on mean variance e v analysis and stochastic dominance rules both of these methods are compared in an agricultural application with the approach outlined by hanoch and levy the empirical results suggests that hanoch and levy s criterion appear to reduce the size of the risk efficient set and that the sets of recommendations from the methods under comparison were consistent the two recommendations generated by hanoch and levy s rule were found to be reasonable for this particular decision process

risk efficient irrigation strategies for wheat abstract agricultural production is risky when farmers are risk averse they are likely to put a premium on production methods that reduce perceived risks irrigation is generally believed to be a risk reducing input by using the concept of stochastic dominance risk efficient irrigation policies for wheat grown in central india are identified and quantitative estimates of benefits due to risk reduction are obtained such benefits were found to be of a large order of magnitude the more common methods such as mean variance analysis tended to over estimate the benefits

the estimation of product supply and input demand by the differential approach this paper makes use of the differential approach to the theory of the multiproduct firm in order to empirically analyze input demand and product supply in italian agriculture estimation of the parameters of the model with annual 1961 80 data for a sector model of fourteen products and three factors of production suggests possibilities for farmers to change their output mix in response to changes in the expected prices of products on the input demand side the derived demand functions seem to satisfy the integrability conditions but turn out to be quite inelastic

approximation methods for ranking risky investment alternatives abstract the paper develops and illustrates the application of criteria for ranking risky investment alternatives that are based on their certainly equivalent ce outcomes and determines expressions for approximating the ce outcomes by means of the central moments of their distribution the paper develops criteria on the basis of the ce outcomes for determining a complete ranking of risky investment alternatives that can represent the choice of many though not all risk averse agents

the economic value of controlling for large losses in portfolio selection abstract research on asset pricing has shown that investor preferences include asymmetry and tail heaviness which affects the composition of optimal portfolios this article investigates the out of sample economic value of introducing the risk of very large losses in portfolio selection we combine mean variance analysis with conditional value at risk using the subadditivity property of conditional value at risk and we introduce a two stage method that preserves diversification while controlling for large losses we find that strategies that account both for variance and the probability of large losses outperform efficient mean variance portfolios during and after the global financial crisis

skewness preference risk aversion and the precedence relations on stochastic changes this paper provides a general choice theoretic characterization of the trade off between risk and skewness whose importance in understanding risk taking behavior is well documented in empirical studies the condition under which the prudence measure kimball 1990 characterizes the strength of an individual s downside risk aversion against his own risk aversion is identified and interpreted in a unifying framework based on the concept of one stochastic dominant change preceding another and that of the desirability of a stochastic change the framework is also shown to be useful for a better understanding of the arrow pratt measure the stronger ross measure and the coincidence of the characterizations of downside risk aversion and prudence as well as the relationship between stochastic dominances of different degrees

on the proportionality and homogeneity of consumption and income in its certainty equivalence form consumption is proportional to the sum of human and non human wealth with labour income uncertainty the proportionality takes the form of homogeneity of consumption with respect to the components of wealth in this paper we analyse the stochastic properties of labour income that yield the homogeneity property

modeling supply response in a multiproduct framework the paper models multiproduct supply response in agriculture and tests key assumptions traditionally maintained in supply response studies the technology is approximated by a restricted profit function the properties of the restricted profit function are imposed during estimation the hypothesis that maintains the existence of output price and quantity indexes that satisfy the adding up property is rejected the existence of individual production functions for each output is also rejected unless joint production is permitted the estimates of responsiveness of a particular commodity to changes in own price or prices of competing outputs are likely to be considerably understated

an mcdm analysis of agricultural risk aversion abstract in modelling farm systems it is widely accepted that risk plays a central role furthermore farmers risk aversion determines their decisions in both the short and the long run this paper presents a methodology based on multiple criteria mathematical programming to obtain relative and absolute risk aversion coefficients we rely on multiattribute utility theory to elicit a separable additive multiattribute utility function and estimate the risk aversion coefficients and apply this methodology to an irrigated area of northern spain the results show a wide variety of attitudes to risk among farmers who usually exhibit decreasing absolute risk aversion and constant relative risk aversion

risk behavior and rational expectations in the u s broiler market this study examines the empirical implications of extending the rational expectations hypothesis reh to include price uncertainty a general estimation framework that incorporates both the restrictions on structural parameters and the variance covariance terms is developed garch time series processes are used to generate time varying expectations of both the means and the variances of exogenous variables the empirical application is with a quarterly model of the u s broiler industry the results indicate that the rational expectation of price variance is an important determinant of broiler supply a formal test indicates that the restrictions implied by the reh cannot be rejected

the pricing of capital assets in a multiperiod world abstract this paper proposes a general framework for the pricing of capital assets in a multiperiod world under quite general conditions the analysis shows that the equilibrium expected nominal return on any asset can always be expressed as the sum of the risk free rate and various risk premiums the first risk premium is identical to the usual risk premium in the sharpe lintner mossin capital asset pricing model the mathematical forms of all the remaining risk premiums are identical even though each individual risk premium may be present for a different reason

marginal risk aversion and preferences in a betting market an individual s behavioural attitudes toward variance and non symmetry in the payoff distributions of pari mutuel gambles are empirically examined using the von neumann morgenstern expected utility of wealth paradigm preferences over payoff distributions for a representative bettor are estimated from observed payoffs at a greyhound racetrack the results indicate that the representative bettor exhibits increasing absolute risk aversion and given that the representative bettor is locally non satiated with regard to wealth exhibits preference for variance and aversion to positive skewness in the payoff distributions of the gambles examined

portfolio selection under strict uncertainty a multi criteria methodology and its application to the frankfurt and vienna stock exchanges abstract in modern portfolio theory it is common practice to first compute the risk reward efficient frontier and then to support an individual investor in selecting a portfolio that meets his her preferences for profitability and risk potential flaws include a the assumption that past data provide sufficient evidence for predicting the future performances of the securities under consideration and b the necessity to mathematically determine or approximate the investor s utility function in this paper we propose a methodology whose initial phase filters portfolios that are inefficient from a historical perspective while this is consistent with traditional approaches the second phase differs from the standard approach as it uses a decision table constructed by considering multiple scenarios assuming strict uncertainty the table cells measure consequences by a multi criteria linear performance index of simulated future returns which avoids difficulties with performance ratios the real world applicability is illustrated through two studies based on data from the stock exchanges in frankfurt and vienna

the production structure and demand for labor in postwar japanese agriculture 1952 82 this paper analyzes the factor relations of postwar japanese agriculture to identify the factors which explain a significant decline in labor in the agricultural sector a nonhomothetic and hicks non neutral translog cost function is estimated the results of the decomposition analysis based on the estimates show that biased technical changes and nonhomotheticity together with price induced factor substitutions play an important role in easing the transfer of agricultural labor to the nonagricultural sectors the results also suggest that the biased technical change is consistent with the hicksian induced innovation hypothesis

allocatable fixed inputs and jointness in agricultural production implications for economic modeling allocatable fixed inputs such as land are a potentially important source of jointness in agriculture as with other causes of jointness they necessitate multiple product systems for modeling product supply and input demand in other important ways however their analytical implications are very different from other causes of jointness model specification differs demand functions for the quantities of each input used in the production of individual commodities can be derived if a primal approach is used but such allocation equations cannot in general be identified from a dual specification available allocation data are not even useful in such dual estimations

calibration of agricultural risk programming models abstract positive mathematical programming pmp is one of the most commonly used methods for calibrating activity programming models in this article we consider pmp as a calibration method for risk programming models with a mean variance e v specification we argue that the restrictive theoretical assumptions employed by typical linear e v models limit their applicability in analyzing the effects of decoupled payments on agricultural production decisions furthermore the requirement for eliciting a risk aversion coefficient renders such models incompatible with the pmp method for this reason we propose a nonlinear e v specification and develop a pmp based procedure for its calibration which does not aim at introducing further nonlinearities in the objective function but at recovering the true distribution of wealth that will allow the final model to reproduce base year observations we also examine how our approach relates to the recent pmp developments on calibration against elasticity priors and we show how such priors can be used for the calibration of the nonlinear e v model

testing long run productivity models for the canadian and u s agricultural sectors the primary objective of this paper is to develop the linkages between the gross and net productivity indexes and the implied production structures these linkages are developed as separability restrictions on various subgroups of inputs and time in a general production model the restricted models are arranged in sequences for nested hypotheses testing empirical evidence from the u s and canadian agricultural sectors based on a translog production function support the gross output total factor productivity structure the net output hicks neutrality hypothesis is rejected for both the united states and canada

separability testing in production economics the implications of separability in production are examined using duality restrictions on the profit function implied by separability of the production function and vice versa are derived in a simple way these restrictions are then calculated for commonly used classes of functional forms then the method is used to test separability of the profit function using experimental production data the hypothesis that the profit function was separable plant nutrients from spacing unit costs could not be rejected this implies that an aggregate price index for nutrients is appropriate

robustness of the mean variance model with truncated probability distributions the known sufficient conditions for the mean variance framework to produce expected utility results are violated in the presence of truncated probability distributions a theoretical simulation is conducted to examine the ability of the linear mean variance model to approximate expected utility results when the income distribution is truncated by the use of commodity option contracts the mean variance model is shown to produce solutions that are close approximations to the expected utility model results under the assumptions of constant absolute risk aversion and normally distributed prices however some inconsistency was found between the comparative static results of the two models

risk aversion versus expected profit maximization with a progressive income tax this article introduces the terms apparent or pseudo risk aversion to represent those situations where real risk aversion is falsely attributed simply because second and higher moments of random variables are arguments in a decision maker s objective function apparent risk aversion can occur when stochastic variables nonlinearly enter the objective function the progressive income tax structure is highlighted as a neglected but important source of apparent risk aversion such sources of apparent risk aversion should be recognized otherwise an incorrect level of risk aversion might be claimed or risk aversion might be claimed when risk neutrality prevails

supply demand and technology in a multiproduct industry texas field crops the purpose of this paper is to examine the structure of agricultural production for six texas field crops cotton grain sorghum wheat corn rice and hay which account for nearly 95 of recent field crop value specific objectives are to a test the structure of technology to determine i if output and input utilization choices for individual products are independent of production decisions about other outputs and ii if products and or inputs can be consistently aggregated b estimate a coherent set of interrelated supply functions for the six commodities and input demand functions for fertilizer and hired labor because the empirical focus of this paper is specific to one state the results will be of limited value for interpreting specific production relationships elsewhere however the problem is of common interest in production agriculture and the techniques used demonstrate an important application of dual modeling

two moment decision models and expected utility maximization two moment decision models are consistent with expected utility maximization only if the choice set or the agent s preferences are restricted this paper identifies a restriction which is sufficient to ensure this consistency and confirms that it holds in many economic models the implications for economic analysis are then derived two different approaches to representing an agent s preferences over strategies yielding random payoffs are in wide use under the mean standard deviation ms approach the agent is assumed to rank the alternatives according to the value of some function defined over the first two moments of the random payoff while the expected utility eu criterion assumes that the expected value of some utility function defined over payoffs is used instead the fact that there are these two competing approaches has generated a considerable literature some authors are concerned with the advantages and disadvantages of each while others deal with conditions under which the potentially different approaches would yield the same results or at least approximately so space does not

a study of economic efficiency of iranian farmers in ramjerd district an application of stochastic programming an extension of utility efficient programming to the non linear discrete stochastic programming method was developed and used in the analysis of the economic efficiency of a sample of farmers in iran the results indicate that it would be feasible to increase substantially farmers total net revenue by increasing their economic efficiency in terms of technical and allocative efficiencies the study further suggested that risk aversion plays an important role in farmers behaviour the sample farmers are risk averse and hence are likely to trade higher expected profits for lower risk understanding this characteristic is important for interventions intended to raise farm productivity and efficiency

econometric estimation of producers risk attitudes general methods are proposed for the identification and econometric estimation of the parameters of the distribution of risk attitudes in a producer population the proposed methods also provide the basis for the development of statistical tests of model specification and of behavioral hypotheses econometric risk attitude estimation is shown to be possible under less restrictive conditions than previously believed a moment based version of the general model is applied to indian data and the econometrically estimated risk attitudes are presented and compared to experimental results for a similar group of producers

the economic impact of the coal boom and bust in this paper we examine the impact of the coal boom in the 1970s and the subsequent coal bust in the 1980s on local labour markets in kentucky ohio pennsylvania and west virginia we address two main questions in our analysis how were non mining sectors affected by the shocks to the mining sector how did these effects differ between sectors producing local goods and those producing traded goods we find evidence of modest employment spillovers into sectors with locally traded goods but not into sectors with nationally traded goods

systemic risk and international portfolio choice returns on international equities are characterized by jumps moreover these jumps tend to occur at the same time across countries leading to systemic risk we capture these stylized facts using a multivariate system ofjump diffusion processes where the arrival of jumps is simultaneous across assets we then determine an investor s optimal portfolio for this model of returns systemic risk has two effects one it reduces the gains from diversification and two it penalizes investors for holding levered positions we find that the loss resulting from diminished diversification is small while that from holding very highly levered positions is large returns on international equities are characterized by jumps 1 moreover these jumps tend to occur at the same time across countries implying that conditional correlations between international equity returns tend to be higher in periods of high market volatility or following large downside moves 2 our objective in

dynamic adjustment in the u s dairy industry a dual model is used to examine the dynamic structure of the u s dairy industry properties implied by the theory of the competitive firm and independent adjustment of two quasi fixed inputs labor and herd size are tested and not rejected instantaneous adjustment however is soundly rejected for each quasi fixed input input adjustment to optimal levels is estimated to take about two years for labor and ten for cows quality adjustments of the labor and cow series do not fully embody the technological change that has occurred in this industry over the study period

allocatable fixed inputs and jointness in agricultural production implications for economic modeling comment some of the most challenging production economic concepts are those of technical interdependence and jointness as pertaining to the products in a multiproduct firm thus shumway pope and nash should be applauded for their attempt to clarify these notions however their contention that allocatable fixed inputs can lead to jointness has mainly added to the confusion it is demonstrated here that jointness as traditionally represented exists only with nonallocatable inputs in direct contrast to what is suggested by shumway pope and nash this paper favors the jointness concepts from carlson and lau and suggests another kind of jointness based on shumway pope and nash carlson s classic book still represents one of the most concise statements about the reasons for and the character of multiproduct firms and jointness carlson saw jointness as the primary reason for the existence of the multiproduct firm as shown below carlson made the key points a technical product complementarity may induce jointness b all joint production which arises from jointness has the feature of being technically interdependent whether of the complementary or competitive variety and c over some ranges of multiproduct production there could actually be technical independence seemingly because of this last feature we could find multiproduct firms without jointness in their technologies however carlson would likely have argued that this situation does not occur bcause multiproduct firms are due to the lower costs under technically complementary products or simply because the products can not be separated for the technically competitive case the raison d etre of the multiproduct firm rests in the jointness

optimal procurement strategies for online spot markets abstract spot markets have emerged for a broad range of commodities and companies have started to use them in addition to their traditional long term procurement contracts forward contracts in comparison to forward contracts spot markets offer products at essentially negligible lead time but typically command a higher expected price for this added flexibility while also exhibiting substantial price uncertainty in our research we analyze the resulting procurement challenge and quantify the benefits of using spot markets from a supply chain perspective we develop and solve mathematical models that determine the optimal order quantity to purchase via forward contracts and the optimal quantity to purchase via spot markets we analyze the most general situation where commodities can be both bought and sold via a spot market and derive closed form results for this case we compare the obtained results to the reference scenario of pure contract sourcing and we include results for situations where the use of spot markets is restricted to either buying or selling only our approaches can be used by decision makers to determine optimal procurement strategies based on key parameters such as demand and spot price volatilities correlation between demand and spot prices and risk aversion the results of our analysis demonstrate that significant profit improvements can be achieved if a moderate fraction of the commodity demand is procured via spot markets the results also show that companies who use spot markets can offer a higher expected service level but that they might experience a higher variability in profits than companies who do not use spot markets we illustrate our analytical results with numerical examples throughout the paper

the distributional impacts of an energy boom in western canada in the energy rich region of western canada inequality rose over the past two decades while poverty declined begging the question of whether the recent energy boom was a contributing factor this study uses measures of inequality and poverty across local labor markets that vary in energy extraction intensity to identify these distributional impacts the evidence shows that overall the boom increased inequality and decreased poverty there are however a few notable cases where these relationships are reversed the significance and relative magnitude of growth across and between distributional segments were consistent with these findings

labor income uncertainty skewness and homeownership a panel data study for germany and spain abstract in this paper we empirically investigate the effect of labor income uncertainty on the probability of homeownership in germany and spain this study is motivated by two facts firstly theoretical models tend to provide ambiguous results on this issue secondly previous empirical evidence focuses exclusively on the us housing market to carry out our analysis we propose more precise income uncertainty measures based on panel data labor income equations we observe that households facing high levels of income uncertainty display a preference for renting while those located in more positively skewed income distributions show a greater propensity for homeownership

compensating wage differentials for schooling risk in denmark in this paper we analyse the association between wage differentials and risk using detailed information on length and type of education as seen in danish administrative registers our contribution to the literature is that we distinguish between transitory time series and permanent cross sectional income shocks and estimate the compensation for both sorts of risk we find that wage risk in a given education cell is associated with higher wages while skewness is associated with lower wages as a robustness check we see that ad hoc risk measures based on earnings mobility indicators confirm these findings

land allocation under uncertainty for alternative specifications of return distributions using the expected utility moment generating function approach a land allocation rule is derived which is both independent of the nature of the underlying distribution of each element in the choice set and accounts for all moments of that distribution this decision rule is applied to the choice between cotton and corn in the mississippi delta to demonstrate that consideration of just the first two moments of the distribution can often be unjustified and damaging empirically theoretically and in terms of the utility of the decision maker

hedging with commodity options when price distributions are skewed lapan moschini and hanson have demonstrated that commodity options can be useful for hedgers who face a symmetric price distribution and who wish to maintain a net open market position this is because options skew the distribution of profits to the right and such skewness typically increases expected utility in this paper i use standard comparative statics to show that options are relatively more valuable for reducing the skewness of a nonsymmetric price distribution depending on the direction of the skewness and the underlying price expectations hedgers may write options as well as purchase them

estimating substitution and expansion effects using a profit function framework this study reports a first attempt to derive all the relevant information with respect to the structure of production of an industry using knowledge of only a profit function using estimates of a profit function for canadian agriculture a procedure to separate substitution and expansion effects for both inputs and outputs was implemented information concerning net input and output substitution and complementarity possibilities were obtained the most important empirical results suggest that the hypothesis of nonjoint production of crop and animal outputs in canadian agriculture cannot be rejected and that hired and operator labor are complements rather than substitutes

multiple input multiple output production choices and technology in the u s wheat region duality theory motivates a translog expected profit function consistent with multiple products price uncertainty preseason climate constraints acreage control policies and possibly nonhomothetic technology although multiple outputs are allowed enterprise specific data is not necessary instead time series measures of output revenues and expected prices input expenses and prices and fixed input flows are employed appropriate measures of elasticities of choice returns to size and biases in technological change are derived results indicated decreasing returns to size rather limited though complementary responsiveness of choices to price changes and the nature of biases in technological changes

production hedging and speculative decisions with options and futures markets this paper analyzes production hedging and speculative decisions when both futures and options can be used in an expected utility model of price and basis uncertainty when futures and option prices are unbiased optimal hedging requires only futures options are redundant options are used together with futures as speculative tools when market prices are perceived as biased straddles are used to speculate on beliefs about price volatility and to hedge the futures position used to speculate on beliefs about the expected value of the futures price mean variance analysis in general is not consistent with expected utility when options are allowed one extension of sandmo s expected utility model of the competitive firm under price uncertainty considers the use of futures or forward contracts danthine holthausen and feder just and schmitz show that without basis uncertainty the optimal output level is not affected by price risk also with an unbiased futures price the optimal hedging level of the competitive firm is the full hedge while a biased futures price will result in a partly speculative hedge related works include batlin who allows for basis risk in the form of imperfect time hedging paroush and wolf and antonovitz and nelson who consider basis risk with the simultaneous availability of futures and forward contracts grant honda losq newbery and stiglitz and rolfo who allow for production uncertainty chavas and pope who allow for production uncertainty and hedging costs and karp who considers the problem in a dynamic setting this paper provides a further extension of this analysis by allowing options as a means of coping with price risk with the introduction of commodity options on futures for many commodities in the 1980s this problem appears relevant to a number of production settings especially in agriculture specifically this paper considers the simultaneous choice of a production level and of hedging levels of futures and options within the general expected utility model the model allows for basis uncertainty but the production process is assumed to be nonstochastic

social welfare of alternative controlled price policies recent developments in social welfare analysis provide insights into the selection of price policies in the presen t paper a ces social welfare function and a weighted average of utilitarian and leximin rules are used to identify optimal producer prices in an economy where government is the price setter and agents are risk averse the analysis distinguishes between the interests of commercial producers peasant producers consumers and taxpayers a n application to zimbabwe indicates that a maize producer price in the low medium to medium portion of the historical range would be social ly optimal if egalitarian preferences are moderate this outcome is somewhat insensitive to group weighting schemes and to interpersonal utility correspondences copyright 1993 by mit press

production economics worthwhile investment abstract agricultural production economics research is examined within a broad framework of scientific development and utilization recent findings in selected areas of the subdiscipline are examined and opportunities for further fruitful inquiry are identified a few stylized facts emerge from recent work and suggest the need for much careful hypothesis testing model exploration and empirical sensitivity analysis in the future

local labor markets and natural resources a synthesis of the literature a primary way that natural resources affect a locality is through the demand for labor with greater extraction requiring more workers shifts in labor demand can be measured through changes in employment and earnings the main labor market outcomes or through changes in the population and income more generally these changes may spillover into the nonresource economy leading to greater overall effects or possibly crowd out be spread unequally across the population thereby altering the distribution of income and the poverty rate or influence educational attainment as people choose between additional schooling and work in this review the literature linking natural resources to local labor markets is synthesized by organizing existing studies according to their resource measurement and the outcomes that they consider this synthesis provides an accessible guide to a literature that has boomed in recent years it also identifies promising avenues for future research and lays a foundation to further generalize the evidence through an eventual meta analysis

an empirical examination of the relationship between mining employment and poverty in the appalachian region we empirically examine the relationship between the share of employment in the mining sector and poverty rates in appalachian counties of the united states using panel data we decompose the effect of an increase in a sector s employment share i e mining manufacturing agriculture services and construction to identify an immediate and lag effect with regard to the mining sector the empirical results suggest that the immediate effect reduces poverty rates while the lag effect is associated with increases in the poverty rate we assess these results in the context of previous literature that examines the relationship between resource intensive economies and economic development

the shape of utility functions and organizational behavior based on measurements among 332 owner managers we investigate how theglobal shape of the utility function i e s shaped versus concave or convex over the total range of outcomes relates to choice behavior we find that the global shape of the utility function differs across decision makers about one third of the owner managers exhibit an s shaped utility function and that the global shape is linked to organizational behavior i e the production system employed a result that does not change when using different methods to identify the decision maker s global shape of the utility function the decision maker s risk attitude risk averse or risk seeking does not affect the choice of the production system whereas the degree of risk aversion based on thelocal shape of the utility function may be important in explaining owner managers trading behavior pennings and smidts 2000 more structural organizational behavior appears to be linked to theglobal shape of the utility function

the structure of u s agricultural technology 1910 78 this paper utilizes 1910 78 time series data and a single product aggregate translog profit function to measure the structure of u s agricultural technology duality relations are used to devise a multifactor measure of biased technical change a measure of nonhomotheticity is introduced which indicates the effects scale change has had on aggregate cost shares the empirical analysis finds that different nonhomothetic technologies characterized the prewar and postwar periods differing technical change biases are consistent with relative price trends during the two periods showing that the long run structure of u s agricultural technology has been consistent with the hayami ruttan induced innovation theory

household portfolio diversification a case for rank dependent preferences the proliferation of novel preference theories in financial economics is hampered by a lack of non experimental evidence and by the theories additional complexity which has not been shown to be critical in applications in this article i present arguments in support of preferences with rank dependency using the survey of consumer finances data i document two widespread patterns inconsistent with expected utility i many households simultaneously invest in well deversified funds and in poorly diversified portfolios of stocks and ii some households with substantial savings do not invest anything in equities i show that portfolio choice models with rank dependent preferences plausibly parameterized and under fully rational assumptions are quantitatively consistent with the observed diversification these results call for further efforts to integrate the models of rank dependent preferences in portfolio theory and asset pricing the decision theoretic literature has long acknowledged the shortcomings of the expected utility theory of von neumann and morgenstern 1944 several generalizations of the theory are inspired by the experimental evidence and aimed at improving its descriptive accuracy however there are few applications of new models of preferences in finance and expected utility continues to dominate the field 1 two principal hurdles slow the proliferation of novel preferences in financial economics first the lack of empirical non experimental or field data confirming that the behavior motivating non expected utilities is widespread outside the laboratory settings second the additional and often significant complexity of the alternative preferences which has not been shown to be critical in applications where the models based on expected utility fall short of reasonable predictions this article presents empirical and theoretical this paper was previously circulated under the title household portfolio diversification the paper has benefited from the comments of shlomo benartzi luca benzoni markus brunnermeier john dickhaut maria perozek raj singh hersh shefrin and workshop participants at minnesota finance bag lunch 2003 wharton conference household financial decision making and portfolio choice and 2003 summer meetings of econometric society i would like to thank cam harvey the editor and an anonymous referee for many helpful comments and suggestions a special thanks to jack kareken for comments and editorial help on an earlier draft i am grateful to donna zerwitz for editorial assistance the views expressed herein are those of the author and not necessarily of the federal reserve bank of minneapolis or the federal reserve system all errors and omissions are the sole responsibility of the author address correspondence to valery polkovnichenko finance 3 122 csom 319 19 th

a nonparametric analysis of agricultural technology u s agricultural technology and technical change are analyzed nonparametrically under cost minimization and profit maximization based on annual data for 1948 83 various separability hypotheses concerning the aggregate production function for u s agriculture are investigated the proposed nonparametric approach also provides some insights into the nature of technical change

a translog cost function analysis of u s agriculture 1939 77 over the past four decades major changes have occurred in u s agriculture a new era in agricultural production in the united states began in 1939 world war ii gave a boost to agriculture still bogged in the depression productivity increases over the period 1939 77 have been quite impressive measured crudely by the ratio of the indices of output and input the productivity index 1967 100 increased from 59 in 1939 to 119 in 1977 to study this phenomenon a multi input translog cost function incorporating hicks neutral technical change hntc was specified annual timeseries data for the united states was used to estimate the model neoclassical duality theory provides an approach for computing the pairwise elasticities of substitution between inputs for each year as well as the annual own and cross price elasticities of demand for inputs

new indices of money supply and the flexible laurent demand system the article begins by surveying the existing results on the new divisia monetary aggregates charts display the differences in behavior between the divisia aggregates and the federal reserve s official simple sum monetary aggregates the article then compares system wide fit for the simple sum and divisia monetary aggregates when used as data in the joint estimation of a system of demand equations the demand system is derived from a new laurent expansion approximation to the reciprocal indirect utility function the laurent expansion provides a better behaved remainder term than that of the more commonly used taylor series the results favor the divisia aggregates

necessary conditions for the capm abstract the general restrictions on all economic primitives i e a endowments b preferences and c asset return distributions that yield the capm under the expected utility paradigm are provided these results are then used to derive the class of restrictions on preferences and the distribution of asset returns alone that provides the capm we also show that the conditions that provide the capm and derived preferences over mean and variance are equivalent consequently this paper also resolves the question of when mean variance maximization is consistent with expected utility maximization journal of economic literatureclassification numbers g12 g11 d50

optimising criminal behaviour and the disutility of prison we use rich microdata on bank robberies to estimate individual level disutilitiesities of imprisonment the identification rests on the money versus apprehension trade off that robbers face inside the bank when deciding whether to leave or collect money for an additional minute the distribution of the disutility of prison is not degenerate generating heterogeneity in behaviour our results show that unobserved heterogeneity in robber ability is important for explaining outcomes in terms of haul and arrest furthermore higher ability robbers are found to have larger disutilities suggesting that increased sentence lengths might effectively target these more harmful criminals

farmers long term investment decisions a study of sri lankan rubber smallholders planting and replanting of perennial crops confronts small farmers with a long term investment decision in this study we analyse the behaviour of rubber smallholders in sri lanka when faced with a replacement decision an intertemporal profit maximizing model maximizing discounted stream of expected future net revenues predicts behaviour of larger hired labour using farmers quite well the model can also be extended successfully to smaller family farms when a lower than market wage rate is imputed to family labour to better reflect opportunity cost of labour and risk considerations are incorporated in relatively simple fashion the difference between a cash investment and a labour investment is crucial for the poorer family farmers and an appropriate cash subsidy can play a vital role in inducing them to undertake long term investments

tri criterion inverse portfolio optimization with application to socially responsible mutual funds we present a framework for inverse optimization in a markowitz portfolio model that is extended to include a third criterion the third criterion causes the traditional nondominated frontier to become a surface until recently it had not been possible to compute such a surface but by using a new method that is able to generate the nondominated surfaces of tri criterion portfolio selection problems we are able to compute via inverse optimization the implied risk tolerances of given funds that pursue an additional objective beyond risk and return in applying this capability to a broad sample of conventional and socially responsible sr mutual funds we find that after the screening process there appears to be no significant di erence between how assets are allocated in socially responsible and conventional mutual funds which is likely to be di erent from what most sr investors would expect

portfolio selection and skewness evidence from international stock markets abstract this paper finds that the returns of the world s 14 major stock markets are not normally distributed and that the correlation matrix of these stock markets was stable during the january 1988 december 1993 time period polynomial goal programming in which investor preferences for skewness can be incorporated is utilized to determine the optimal portfolio consisting of the choices of 14 international stock indexes the empirical findings suggest that the incorporation of skewness into an investor s portfolio decision causes a major change in the construction of the optimal portfolio the evidence also indicate that investors trade expected return of the portfolio for skewness

integration of var and expected utility under departures from normality this article identifies the level of the expected utility eu risk aversion and value at risk var confidence level that yield the same choice from a given distribution of outcomes and thus allow for consistent application of the two criteria the result for a given distribution is an explicit mapping between risk aversion under eu and var for both normal and nonnormal distributions the cornish fisher expansion is used to establish adjusted mean deviates for nonnormal outcome distributions and the investor s preference function is expanded to include elements for variance skewness and excess kurtosis a farm level application with nonnormal revenue distribution illustrates these approaches

expenditure constraints and profit maximization in u s agriculture the u s agricultural sector is undergoing some of its most severe financial problems since the great depression numerous reports have emerged of large numbers of farmers being unable to obtain short term oper

selecting a portfolio with skewness recent evidence from us european and latin american equity markets abstract polynomial goal programming in which investor preferences for skewness can be incorporated is utilized to determine the optimal portfolio from latin american us and european capital markets the empirical findings suggest that the incorporation of skewness into an investor s portfolio decision causes a major change in the resultant optimal portfolio the empirical evidence indicates that investors do trade expected return of the portfolio for skewness

natural resource curse and poverty in appalachian america the appalachian mountain region has long been characterized by deep poverty which led to the formation of the appalachian regional commission arc in 1965 the arc region covers west virginia and parts of 12 other states running from new york to mississippi ziliak 2012 the arc region had an average county poverty rate of over 40 percent in 1960 about double the national average deaton and niman 2012 ziliak 2012 while the poverty gap between the arc region and the rest of the nation closed significantly by 1990 it remained nearly twice as large in central appalachia there are many reasons for higher poverty in appalachia in general and central appalachia in particular possible causes include a low paying industry structure below average education low household mobility and remoteness from to cities weber et al 2005 partridge and rickman 2005 lobao 2004 a key distinction between central appalachia and the rest of the arc region is its historic dependence on coal mining there is long literature arguing that the area s dependence on coal mining has contributed to its deep poverty through weaker local governance entrepreneurship and educational attainment as well as degrading the environment poor health outcomes and limitations on other economic opportunities deaton and niman 2012 james and aadland 2011 these factors are broadly associated with the natural resources curse in the international development literature more recently the process of mountain top mining mtm has expanded coal mining s environmental footprint in the region possibly increasing health risks and further reducing the chances for long term amenity led growth that can alleviate poverty deller 2010 woods and gordon 2011 this study reinvestigates the causes of county poverty rates in appalachia with a special focus on coal mining s role using data over the 1990 2010 period we assess whether coal mining continues to have a positive association with poverty rates even as the industry s relative size has declined we also appraise whether mtm is associated with higher poverty we do this by comparing the arc region to the rest of the u s and by using more disaggregated employment data that allows us to differentiate the effects of coal mining from other mining versus aggregating all mining together as in past research the results suggest that any potential adverse effects of coal mining on poverty have declined over time below we first develop an empirical model followed by the empirical results the final section provides our concluding thoughts

optimal fuel mix in chp plants under a stochastic permit price risk neutrality versus risk aversion abstract this paper studies the optimal fuel mix of a chp producer under emission permit price risk the producer s multi fuel plant uses two co2 intensive fuels and one clean fuel using a mean variance framework we develop three models the models are divided into spot models risk neutral and risk averse cases and a forward model risk averse case we derive the effects of price risk on optimal fuel use an increase in price risk can in fact increase the use of co2 intensive fuel in the spot model in the forward model the production and financial decisions are separate we also evaluate the risk bearing behavior of seven finnish chp producers we found that risk neutrality describes behavior better than risk aversion

portfolio selection in the mean variance model a note a little recognized feature of the mean variance portfolio selection model is that induced preferences for asset holdings are not necessarily monotone more of an asset or portfolio is not necessarily better even if the asset or portfolio has positive expected return the model predicts that an investor typically wants only a limited number of shares of an asset and beyond that the increase in mean return from costlessly getting more of an asset is not sufficient to compensate for the increased risk this is reasonable if the model describes a market for contracts with unlimited liability where total returns may be negative e g they may be normally distributed it is unreasonable however if the model is used to describe a stock market with limited liability in that case it is desirable to impose conditions that ensure that there is no upper limit to how much of an asset or portfolio the investor wants the sharpest possible conditions are identified in section i since portfolio preferences are not monotone global satiation is possible again this is unrealistic when liability is limited satiation is bothersome also because it may lead to nonexistence of equilibrium in black s 4 capm without a riskless asset as demonstrated in nielsen 9 uniqueness of equilibrium in capm is investigated in nielsen 10 section i identifies the exact conditions under which global satiation does or does not occur the conditions compare the maximum ratio of mean to standard deviation of total return available from the assets with the investor s limiting degree of risk aversion as measured by the slope of his or her indifference curves at high levels of risk an optimal portfolio may or may not exist in the portfolio selection problem depending on the asymptotic slopes of the efficient frontier and the investor s indifference curves section ii identifies the exact conditions mean variance behavior can arise from expected utility maximization based on normal distributions in that case the conditions for nonsatiation and for existence of optimal portfolios can be stated in terms of the von neumannmorgenstern utility function section iii relates the relevant properties of the utility function for standard deviation and mean to properties of the von neumann morgenstern utility function