one sided performance measures under gram charlier distributions angel leon would like to acknowledge the financial support from the spanish ministry for science and innovation through the grant eco2014 58434 p and from the grant prometeoii 2013 015 manuel moreno gratefully acknowledges financial support by grants p12 sej 1733 and ppii 2014 030 p

dynamic animal economics market equilibrium dynamics of herd inventory management are derived for homogenous female populations short run supply is backward bending in response to permanent changes in demand and is rising in response to transitory changes in demand increasing inventories are associated with high and falling prices and decreasing inventories with low and rising prices but there is no market instability in this these unusual intertemporal substitution effects follow from both rational expectations and appropriately formulated cobweb models and go part of the way toward explaining hog and cattle inventory cycles

trade costs and deviations from the law of one price the link between relative prices across countries and trade costs requires a theoretical foundation that is absent in the literature to date empirical tests on the law of one price are based on an arbitrage equation which is of very limited relevance in understanding this link the application of a new set of arbitrage equations to the tin trade market yields results that are consistent with our theoretical expectations we find evidence in favor of the law of one price between the united states and japan however evidence of price discrimination is also found for the los angeles market

nonlinearly weighted convex risk measure and its application abstract we propose a new class of risk measures which satisfy convexity and monotonicity two well accepted axioms a reasonable and realistic risk measure should satisfy through a nonlinear weight function the new measure can flexibly reflect the investor s degree of risk aversion and can control the fat tail phenomenon of the loss distribution a realistic portfolio selection model with typical market frictions taken into account is established based on the new measure real data from the chinese stock markets and american stock markets are used for empirical comparison of the new risk measure with the expected shortfall risk measure the in sample and out of sample empirical results show that the new risk measure and the corresponding portfolio selection model can not only reflect the investor s risk averse attitude and the impact of different trading constraints but can find robust optimal portfolios which are superior to the corresponding optimal portfolios obtained under the expected shortfall risk measure

commodity price forecasting with large scale econometric models and the futures market this paper compares the accuracy of major commercial price forecasts for corn wheat soybeans soybean oil soybean meal cotton live cattle and hogs the price forecasting information in futures prices is evaluated by comparison the results among commercial forecasters are mixed but futures prices perform relatively better on average although not universally so these results have important implications for operational risk management

optimal asset allocation aid system from one size vs tailor made performance ratio abstract optimal asset allocation well fitting investors goals is a pressing challenge in risk management making a step forward to the sharpe ratio the parameter dependent sortino satchell generalized rachev and farinelli tibiletti performance ratios are suggested for personalizing asset allocation tailor made optimal asset paths for five different investor risk profiles are traced over a rolling 12 month investing horizon our simulations show a satisfactorily good match between asset allocation and correspondent risk profile specifically generalized rachev ratios outperform in personalized allocation for extreme risk profiles i e conservative and aggressive investors whereas sortino satchell and farinelli tibiletti ratios for those that are more moderate sharpe ratio confirms its ability in constructing steady diversified portfolios although underperformed

does money matter in canada evidence from a vector error correction model this paper investigates the statistical properties of a set of canadian and u s economic time series and uses the data to address the question of the importance of monetary variables in canadian business cycle fluctuations the individual time series are found to contain unit roots but the data reveal the existence of several economically meaningful cointegrating vectors a multivariate vector error correction model is estimated and canadian velocity which appears as an error correction term is significant in the canadian output equation this supports the contention that monetary variables have predictive content for real output copyright 1989 by mit press

tempered stable and tempered infinitely divisible garch models abstract in this paper we introduce a new garch model with an infinitely divisible distributed innovation this model which we refer to as the rapidly decreasing tempered stable rdts garch model takes into account empirical facts that have been observed for stock and index returns such as volatility clustering non zero skewness and excess kurtosis for the residual distribution we review the classical tempered stable cts garch model which has similar statistical properties by considering a proper density transformation between infinitely divisible random variables we can find the risk neutral price process thereby allowing application to option pricing we propose algorithms to generate scenarios based on garch models with cts and rdts innovations to investigate the performance of these garch models we report parameter estimates for the dow jones industrial average index and stocks included in this index to demonstrate the advantages of the proposed model we calculate option prices based on the index

estimating the degree of market integration existing tests of spatial market integration are commonly based on statistical criteria without an explicit link to an economic model of price determination this article proposes new measures of market integration defined directly in terms of a well known spatial price determination model and develops an econometric methodology for estimating these measures due to the intractability of the conditional density function of prices we use indirect inference to estimate the model parameters and market integration measures the methodology is illustrated with simulated data and is applied to soybean price data for the united states brazil and the eu copyright 2008 oxford university press

foster hart optimal portfolios we reinvestigate the classic portfolio optimization problem where the notion of portfolio risk is captured by the foster hart risk a new bankruptcy proof reserve based measure of risk extremely sensitive to left tail events foster and hart 2009 to include financial market frictions induced by market microstructure we employ a general ex ante transaction cost function with fixed linear and quadratic penalty terms in the objective function we represent the us equity market by the dow jones industrial average djia index and study the performance of the foster hart optimal djia portfolio in order to capture the skewed and leptokurtotic nature of real life stock returns we model the returns of the djia constituents as an arma garch process with multivariate normal tempered stable innovations we demonstrate that the foster hart optimal portfolio s performance is superior to those obtained under several techniques currently in use in academia and industry

an evaluation of contingent immunization abstract this paper tests the effectiveness of contingent immunization a stop loss strategy that allows portfolio managers to take advantage of their ability to forecast interest rate movements as long as their forecasts are successful but switches to a pure immunization strategy should the stop loss limit be encountered this study uses actual daily transactions in the spanish treasury market covering the period 1993 2003 and uses performance measures that accounts for skewness and kurtosis as well as mean variance the main result of this paper is that contingent immunization provides excellent performance despite its simplicity

non parametric frontier estimates of mutual fund performance using c and l moments some specification tests there is a burgeoning literature using non parametric frontier methods to measure mutual fund performance these articles measure the relationship between the various characteristics mainly return information and some costs of ownership of these specialized financial products to establish a ranking using some efficiency measure we argue in favor of the use of the shortage function which is compatible with general investor preferences and question some of the often maintained hypotheses in this line of research the empirical part employs a large database of us and european mutual funds to offer extensive tests of the underlying modeling assumptions using various frontier estimators

unit roots and the real exchange rate before world war i the case of britain and the usa abstract unit root and cointegration tests indicate that the dollar pound real exchange rate was stationary during the us greenback and gold standard periods purchasing powwer parity ppp performed about equally well in the two periods and better than in recent years deviations from ppp were corrected by changes in british prices and us gold dollar prices greenback prices did not adjust the similarity of the adjustment parameters in the two periods suggests that expectations of a return to gold were embedded in the greenback price of gold

spatial market efficiency and policy regime change seemingly unrelated error correction model estimation we investigate the degree to which the wheat markets of france germany and the united kingdom are in spatial equilibrium and how reforms to the cap affect the speed of convergence to the longrun relationship due to the interrelationship among these markets and the nonstationarity of our data we introduce a seemingly unrelated regression augmented dickey fuller and error correction methodology we argue this methodology is more efficient than ordinary cointegration and error correction models empirically we find strong evidence of efficient spatial markets and conformity to the law of one price market liberalization reforms in the eu increased the comovement of domestic and world wheat prices our post uruguay round price transmission elasticity was 0 183

toward a positive economic theory of hedging the hedging models developed over the last half century are evaluated for their ability to explain the actual hedging behavior of the various economic agents this evaluation shows a total lack of a reasonable positive model of hedging behavior while each class of existing models predicts some observed behavior none is able to predict the broad range of actions that is easily observed in the real world in this paper i develop such a model and include a plausible and coldly rational economic explanation for why farmers don t hedge at all while merchandisers with identical risk attitudes will fully hedge

more about the law of one price this article explores the general difficulty of testing the law of one price based on evidence about commodity prices and exchange rates but without regard to transfer costs it then reports on tests based on this sort of limited evidence using price data at the finest possible level of disaggregation in any official statistics a part of the results are favorable to the law but the clearest conclusion is that we shall probably never be able to come to any general verdict about the law in the absence of evidence about transfer costs

on the pitfalls of multi year rollover hedges the case of hedge to arrive contracts it is shown that it is theoretically infeasible for multi year rollover hedge to arrive contracts and for rollover hedges in general to succeed at locking in high current prices for crops to be harvested one or more years into the future the study utilizes 107 years of data to present strong empirical evidence that the corn market behaves remarkably similarly to what price theory predicts results also confirm that short historical time series are unreliable for predicting rare events hence empirical studies of risk management contracts capitalizing on unusual occurrences should use samples sufficiently large to contain a meaningful number of relevant observations copyright 2001 oxford university press

cotton market integration and the impact of china s new exchange rate regime this article studies the integration of china s cotton market with the international market especially the u s market investigating the futures prices from the intercontinental exchange ice in the u s and the zhengzhou commodity exchange zce in china with several time series models we find that a long run cointegration relationship exists between these two series the two markets share price transmissions and based on results from an autoregressive conditional heteroskedasticity arch model we find their price volatilities are similar we argue that china s recent exchange rate reform and its gradual liberalization in bilateral cotton trade since it joined world trade organization have had important impacts on these futures markets based on these findings several important economic and policy implications are derived

international fish trade and exchange rates an application to the trade with salmon and fishmeal international fish trade is growing and fish exports represent an important source of foreign currency for many countries for a few countries the exports are also an essential part of the economy we revisit the seminal paper of richardson 1978 that addresses the issue of exchange rate pass through in commodity markets but in a multivariate cointegration framework the multivariate cointegration framework allows us to test common assumptions like exchange rate pass through leading price central markets and exogeneity of exchange rates this approach is particularly suited when studying markets for primary products we provide empirical examples using salmon imports to japan and fish meal exports from peru to germany

investment horizon and the attractiveness of investment strategies a behavioral approach we analyze the attractiveness of investment strategies over a variety of investment horizons from the viewpoint of an investor with preferences described by cumulative prospect theory cpt currently the most prominent descriptive theory for decision making under uncertainty a bootstrap technique is applied using historical return data of 1926 2008 to allow for variety in investors preferences we conduct several sensitivity analyses and further provide robustness checks for the results in addition we analyze the attractiveness of the investment strategies based on a set of experimentally elicited preference parameters our study reveals that strategy attractiveness substantially depends on the investment horizon while for almost every preference parameter combination a bond strategy is preferred for the short run stocks show an outperformance for longer horizons portfolio insurance turns out to be attractive for almost every investment horizon interestingly we find probability weighting to be a driving factor for insurance strategies attractiveness

how much of commodity price behavior can a rational expectations storage model explain a rational expectations competitive storage model was applied to the u s corn market to assess the aptness of this framework in explaining monthly price behavior in an actual commodity market relative to previous models extensive realism was added to the model in terms of how production activities and storage costs are specified by modeling convenience yield backwardation in prices between crop years did not depend on the unrealistic assumption of zero ending stocks our model generated cash prices that were distributed with positive skewness and kurtosis and mean and variance that increased over the storage season comparable to the persistence and the occasional spikes observed in commodity prices futures prices were generated as conditional expectations of cash prices at contract maturity and the variances of futures prices exhibited realistic time to maturity and seasonal patterns model realizations of cash and futures prices over many years were used to demonstrate the wide variety of price behaviors that could be observed in an efficient market with a similar market structure implying that economic and policy implications drawn from short historical samples of prices could be misleading

the law of one price in international commodity markets a reformulation and some formal tests abstract we report formal tests of whether the law of one price lop holds in the long and in the short run for commodities traded in orgnized markets we formalize the distinction between short and long run by introducing lagged price adjustments also we introduce expectations explicitly tests support the long run lop but they reject the short rn lop the long run lop holds better for future prices than for spot prices on average 90 per cent of the deviation from lop is eliminated within 10 weeks but this ranges from 1 to 120 weeks

sharpe thinking in asset ranking with one sided measures abstract if we exclude the assumption of normality in return distributions the classical risk reward sharpe ratio becomes a questionable tool for ranking risky projects in line with sharpe thinking a general risk reward ratio suitable to compare skewed returns with respect to a benchmark is introduced the index includes asymmetrical information on 1 good volatility above the benchmark and bad volatility below the benchmark and 2 asymmetrical preference to bet on potential high stakes and the aversion against possible huge losses the former goal is achieved by using one sided volatility measures and the latter by choosing the appropriate order for the one sided moments involved the omega index see cascon a keating c shadwick w 2002 introduction to omega the finance development centre and the upside potential ratio see sortino f van der meer r plantinga a 1999 the dutch triangle journal of portfolio management 26 i fall 50 58 follow as special cases

spot and futures prices and the law of one price the law of one price lop is tested for narrowly defined commodities traded in futures markets in different countries during the period 1973 80 although the lop holds as an average tendency for most of the commodities there are instances of large riskless arbitrage returns before transactions costs deviations from the lop tend to be commodity specific rather than due to a common external factor and they tend to be smaller the longer the maturity of the futures contract in this paper we examine how well the law of one price lop holds for commodities traded internationally the answer to this question is important for two reasons the first is that in most modern theories of exchange rates price arbitrage for at least some goods is a necessary condition to determine the level of exchange rates but recent empirical research on the behavior of various price indices casts doubt on the empirical validity of the lop across countries for even the most disaggregated indices if it is not possible to identify any commodities for which the lop works satisfactorily then models incorporating the lop will not provide an adequate description of exchange rates the second reason for studying individual commodities is to gain information on the efficiency and the degree of integration of international commodity markets in efficient markets international commodity arbitrage implies that for a standard commodity prices in two markets expressed in a common currency will not differ but for transport costs

should farmers follow the recommendations of market advisory services a hierarchical bayesian approach to estimation of expected performance a bayesian hierarchical approach is employed to estimate individual expected performance of agricultural market advisory services skeptical beliefs based on market efficiency are incorporated as prior information for a skeptical decision maker who is willing to follow an advisory program only if it is expected to increase price received by more than 1 one of the corn programs most of the soybean programs and a few wheat programs may be valuable marketing alternatives the expectation under this model from following the single top ranked program are price increases of 1 4 and 3 for corn soybeans and wheat respectively

us and canadian livestock prices market integration and trade dependence cointegration of canadian and us livestock prices points to the existence of market integration in the period january 1996 to december 2004 trade flows of livestock and beef products were nonexistent between canada and the united states for many months in 2003 and 2004 suggesting market segmentation this lack of trade in beef and livestock was due to livestock beef import bans by both countries due to bovine spongiform encephalopathy it was also determined that canada s trade dependence in livestock and beef is cointegrated with canadian and us livestock prices however as the trade dependence variable is shocked the effects on canadian and us prices are opposite although one would expect that in an integrated market the price responses to an exogenous shock would be similar or statistically identical this result reinforces the case against the use of price cointegration analysis in determining presence or absence of market integration empirical results in this article raise some very difficult q

bubbles in food commodity markets four decades of evidence abstract we use daily prices from individual futures contracts to test whether speculative bubbles exist in 12 agricultural markets and to identify whether patterns of bubble behavior exist over time the samples begin as far back as 1970 and run through 2011 the findings demonstrate that all 12 agricultural markets experienced multiple periods of price explosiveness however bubble episodes represent a very small portion between 1 5 and 2 of price behavior during the 42 year period in addition most bubbles are short lived with 80 90 lasting fewer than 10 days though receiving far less attention negative bubbles contribute significantly to price behavior accounting for more than one third of explosive episodes markets over react during both positive and negative explosive episodes leading to a correction as they return to a random walk this adjustment back to fundamental values is most pronounced with positive bubbles particularly in the earlier part of the sample while the magnitudes of the corrections are generally small there were a few instances of significant increases in prices and large over reactions most notably in the softs e g cocoa 1973 coffee 1994 cotton 2010 we also find that explosive periods did not become more common or last longer in the second half of the sample period and that the most recent bubble episodes may not have been as severe as in mid 1970s

assessing the performance of alternative investments using non parametric efficiency measurement approaches is it convincing abstract dea based performance assessment in the alternative investment fund industry is often motivated by the fact that dea is capable of simultaneously handling multiple input risk and multiple output return measures thereby still offering a single real number as a performance index without utilizing subjective weights to aggregate these inputs and outputs this paper aims at investigating whether dea based performance indexes previously used to assess alternative investment fund performance are actually able to satisfy these properties and to contrast the findings using a dea based performance index with those using a traditional financial performance index

further results on long run purchasing power parity in the 1920s abstract we reexamine long run purchasing power parity ppp for the dollar sterling exchange rate in the 1920s using a three variable cointegration regression and the new statistics tabulated by engle and yoo 1987 consistent with taylor and mcmahon s 1988 results we reject cointegration for the dollar sterling exchange rate the u k and the u s a price levels for the sample period february 1921 to may 1925 contrary to taylor and mcmahon however we find only weak evidence of cointegration for the shorter sample period february 1921 to may 1924

market efficiency and cointegration an application to the sterling and deutschemark exchange markets abstract the assumption that the foreign exchange market is efficient that is that agents are risk neutral and use all available information rationally so that the forward exchange rate is an unbiased predictor of the future spot rate is a property often imposed in theoretical international macroeconomic models although a vast empirical literature has evolved to test market efficiency we use recent developments in the theory of cointegration to provide new methods of testing several aspects of foreign exchange market efficiency we ffind evidence inconsistent with market efficiency for both germany and the united kingdom

style and performance of agricultural market advisory services this article develops measures of marketing style for advisory programs in corn and soybeans and estimates the relationship between style characteristics and pricing performance style is measured by the intensity of futures and options use degree of activeness in marketing and seasonality of sales the data set consists of advisory programs tracked by the agmas project at the university of illinois between 1995 and 2004 results indicate that active programs making large bets on price movements obtain a higher average price than more conservative programs this is consistent with active advisors possessing superior information and or analytical skills rather than being overconfident however estimates of the relationship between pricing performance and activeness are sensitive to the inclusion of a single high performing program

mean gini portfolio theory and the pricing of risky assets this paper presents the mean gini mg approach to analyze risky prospects and construct optimum portfolios the proposed method has the simplicity of a mean variance model and the main features of stochastic dominance efficiency since mean gini is consistent with investor behavior under uncertainty for a wide class of probability distributions gini s mean difference is shown to be more adequate than the variance for evaluating the variability of a prospect the mg approach is then applied to capital markets and the security valuation theorem is derived as a general relationship between average return and risk this is further extended to include a degree of risk aversion that can be estimated from capital market data the analysis is concluded with the concentration ratio to allow for the classification of different securities with respect to their relative riskiness

cointegration based tests of daily foreign exchange market efficiency abstract an immediate implication of cointegration is the existence of granger causal orderings among cointegrated series this implies that asset prices determined in a weakly efficient market cannot be cointegrated this proposition is tested using daily data for 18 foreign currencies tests are conducted for both pairwise combinations of currencies and higher order systems no significant evidence of cointegration among exchange rates is found

implications of commodity price behavior for marketing strategies prices of agricultural commodities have systematic dynamic components and many agricultural economists have thought that forecasts of this behavior ought to aid marketing decisions thereby raising producers returns but if commodity markets are pricing efficient then noncompetitive profit opportunities should be quickly arbitraged away thus a debate exists about the magnitude of the likely benefits of various marketing strategies herein we address the question what does the literature about commodity price behavior contribute to our understanding of the expected outcomes from alternative marketing strategies our brief answer is as follows spot prices in u s commodity markets typically behave in a way that is consistent with efficient markets systematic behavior persists because of the costs of arbitrage hence price forecasts in the public domain cannot be used to produce returns which are consistently above the competitive norm although low cost strategies to manage price risk exist evaluating the evidence on these topics is not easy however because the price generating processes are complex sometimes prices seem to behave as if a market is inefficient advice based on analyses using short samples should be used with great caution the remainder of the article elaborates

long run purchasing power parity in the 1920s abstract this paper presents an empirical analysis of long run purchasing power parity ppp during the 1920s float using recently developed methodology on the cointegration of economic time series our results are generally supportive of ppp as a long run equilibrium condition on which exchange rates tended to converge over the period for dollar sterling however there is some evidence of a non stationary drift away from fundamentals during the last year or so before britain s return to the gold standard perhaps due to speculation our results also appear to reconcile some apparently conflicting evidence in the literature

commodity prices and unit root tests price theory suggests that commodity prices should be stationary series yet tests for unit roots rather frequently imply that these prices are not stationary this seeming inconsistency is investigated by applying alternative specifications of unit root tests to prices of corn soybeans barrows and gilts and milk the preponderance of evidence suggests that nominal prices do not have unit roots but the results are sensitive to the specification of the test equation accounting for a structural change that shifts the mean appears to be an important issue in unit root tests

the impact of terrorism on financial markets an empirical study the main focus of this paper is to previous termstudynext term empirically the previous termimpact of terrorismnext term on the behavior of stock bond and commodity previous termmarkets next term we consider terrorist events that took place in 25 countries over an 11 year time period and implement our analysis using different methods an event previous termstudynext term approach a non parametric methodology and a filtered garch evt approach in addition we compare the effect of terrorist attacks on previous termfinancial markets with the impactnext term of other extreme events such as previous termfinancialnext term crashes and natural catastrophes the results of our analysis show that a non parametric approach is the most appropriate method among the three for analyzing the previous termimpact of terrorism on financial markets next term we demonstrate the robustness of this method when interest rates equity previous termmarketnext term integration spillover and contemporaneous effects are controlled we show how the results of this approach can be used for investors portfolio diversification strategies against previous termterrorismnext term risk

price transmission analysis a flexible methodological approach applied to european pork and lamb markets the study of spatial price relationships helps to explain market performance and their degree of integration applying only one method of analysis may not be flexible enough to account for the complex interactions of prices in separated markets this paper complements usual cointegration tests with a description of dynamic features and patterns of causality among price series the method proposed is applied to study spatial pork and lamb prices relationships within the eu in the period 1988 1995 the results indicate that european markets for both commodities are integrated not only in the long run but in the short run as well although the price transmission process is more efficient in the porkmeat industry

sufficient conditions for expected utility to imply drawdown based performance rankings the least restrictive sufficient condition for expected utility to imply sharpe ratio rankings is the location and scale ls condition see meyer 1987 the ls condition includes the normal and many other asymmetric and leptokurtic distributions commonly used in finance in this paper we argue that this condition is also sufficient for expected utility to imply drawdown based performance measure rankings because for investment funds satisfying the ls condition it does not matter whether funds are ranked with the sharpe ratio or with a drawdown based performance measure as the rankings are identical hence the same conditions that provide an expected utility foundation for the sharpe ratio also provide an expected utility foundation for drawdown based performance measures theoretically drawdown based performance measures are as good as the sharpe ratio

causality and comovement between taxes and expenditures historical evidence from argentina brazil and mexico abstract this paper presents empirical tests for stationarity of fiscal deficits for three latin america countries it also examines the causality patterns between government expenditures and government revenues long historical series covering most of the 20th century for argentina brazil and mexico are used the findings suggest that deficits were stationary in argentina and mexico but not in brazil

how integrated is the indian wheat market abstract applying the momentum threshold autoregressive m tar model due to enders and granger enders w and granger c w j 1998 unit root tests and asymmetric adjustment with an example using the term structure of interest rates journal of business and economic statistics 16 3 pp 304 311 this article examines the relationship between the various prices of wheat quoted at different market centres in four indian states we find evidence of m tar asymmetric adjustments of wheat prices indicating that price signals within states are transmitted over time in an asymmetric manner this type of price adjusting behaviour is consistent as to how price differentials may respond to poor dissemination of knowledge regarding market conditions and high transactions costs the results offer important policy implications

ranking of investment funds acceptability versus robustness abstract within the class of performance ratios the sharpe measure can lead to misleading evaluation and various modifications have been investigated as a starting point we consider the axiomatic approach based on the notion of acceptable index of performance our goal is to show how the promising properties possessed by alternative measures such as the gain loss ratio or the average value at risk ratio are not compatible with the statistical robustness of their estimated counterparts this clearly affects the ranking of funds and consequently the performance persistence we study the qualitative robustness along with the quantitative resistance of the corresponding estimators in a nonparametric setting we include the value at risk ratio which is not an acceptability index of performance these measures do not possess qualitative robustness nonetheless we show how some degree of resistance to data contamination restricted to bounded intervals can be recovered using the relationship between the influence function of estimators and their bias for large samples we suggest the average value at risk ratio and the value at risk ratio as the less sensitive to outliers as a consequence acceptability is no longer a prerequisite for performance evaluation to limit the alteration of a given ranking among alternative investment funds one can use the not acceptable value at risk ratio as well eventually we propose a modified ratio either of the trimmed mean or of the median to the value at risk

empirically testing the law of one price in an international commodity market a rational expectations application to the natural rubber market abstract the law of one price lop is an important ingredient in theories of international trade and exchange rate determination an important shortcoming of the existing empirical literature is that parity is typically assumed to hold contemporaneously this overlooks the fact that international commodity arbitrage takes place over time as well as across spatially separated markets recognizing this fact we expect to see parity holding for expected prices a model which incorporates the expectations of commodity arbitragers is constructed and used to test the lop in the natural rubber market results indicate that the inclusion of expectations may be of value when considering the lop

seasonality and spatial integration in agricultural product markets abstract the recent testing approaches of the law of one price which are based on co integration analysis are modified by incorporating the seasonal components of the agricultural price series into the testing procedure application of the modified testing approach to the soft wheat market of five european union member states produces mixed results as some of the markets turn out to be integrated while in some cases a unified market cannot be assumed these results differ in some cases from those obtained by co integration tests which ignore seasonal unit roots

optimal storage and marketing over space and time borrowing from the theory of optimal resource extraction we develop the mechanism guiding efficient commodity storage and marketing over producing regions through the crop year optimal storage occurs at producing areas and time in storage varies directly with distance to market prices grow with interest rates in locations where storage is efficient but more slowly elsewhere which explains why market prices i e prices at the market grow more slowly than interest rates the model is empirically supported by examining storage in the corn belt rates of price growth at various points and quarterly grain marketings

testing restrictions on a model of japanese meat demand tests for quasi separability net substitutability and perfect substitutability are developed and implemented on an almost ideal demand system model of the japanese meat sector the data set satisfies both symmetry and homogeneity there is evidence of net complimentarity between chicken and dairy beef and chicken and pork the tests indicate that japanese wagyu beef is considered a separate commodity to both imported beef and dairy beef the results also indicate that fish can be treated as separable in the japanese meat demand system

identifying price linkages a review of the literature and an application to the world market of cotton this paper reviews the literature of price linkages and examines the degree to which cotton prices are linked it also tests whether such linkages have improved over the last decade it concludes that the degree of linkage has improved over the last decade while the main source of this improvement appears to be a result of short run price transmission and to a lesser extent long run co movement

early warning signals using avars of infinitely divisible garch models evidence from stock index markets classical time series models have failed to properly assess the risks that are associated with large adverse stock price behaviour this article contributes to autoregressive moving average model garch arma garch models with standard infinitely divisible innovations and assesses the performance of these models by comparing them with other time series models that have normal innovation we discuss the limitations of value at risk var and aim to develop early warning signal models using average value at risk avars based on the arma garch model with standard infinitely divisible innovations empirical results for the daily dow jones industrial average index the england financial times stock exchange 100 index and the japan nikkei 225 index reveal that estimating avars for the arma garch model with standard infinitely divisible innovations offers an improvement over prevailing models for evaluating stock market risk exposure during periods of distress in financial markets and provides a suitable early

price transmission and market integration vertical and horizontal price linkages for salmon relationships between prices are of interest when testing for market integration as well as analyses of supply chains a feature that has received little attention is that if two supply chains are linked by market integration at some stage then the whole supply chain will be linked furthermore the leading price in such a system can be in one supply chain and will not be revealed in market integration studies or analysis of a single supply chain an empirical analysis is provided for the supply chains for salmon which originates in norway and the united kingdom and is then sold at retail level in france as smoked salmon we find a high degree of price transmission in both supply chains as well as integrated markets

a decision theoretic foundation for reward to risk performance measures abstract in this paper we prove that partial moments based performance measures e g omega kappa upside potential ratio sortino satchell ratio farinelli tibiletti ratio value at risk based performance measures e g var ratio cvar ratio rachev ratio generalized rachev ratio and other admissible performance measures are a strictly increasing function in the sharpe ratio the theoretical basis of this result is the location and scale property and two other plausible and mild conditions our result provides a decision theoretic foundation for all these frequently used performance measures moreover it might explain the empirical finding that all these measures typically lead to very similar rankings

the extent of european power markets abstract there is an ongoing debate on the degree of integration of european wholesale power markets a major task of the european union is the creation of a common market in europe and a common power market is an important part of this goal the literature analyzing the degree of integration of european energy markets is growing and provides mixed results we add to this literature by using national holidays as exogenous demand shocks to measure integration of european energy markets our main findings indicate that integration of european wholesale energy markets has increased with regard to germany and austria as well as belgium and the netherlands

what drives local food prices evidence from the tanzanian maize market this study quantifies the relationship between tanzanian and external maize markets while also accounting for domestic influences it concludes that external influences on domestic prices originate from regional rather than global markets it also shows that compared to external factors domestic factors exert a greater influence on tanzanian maize markets further the mechanisms through which trade policies influence maize markets involve interactions with both external market shocks and domestic weather shocks overall it provides evidence that the intermittent imposition of export bans in tanzania has had adverse impacts on its maize markets and consequently on the development of its agrarian economy

international comparisons of cattle cycles the time series properties of cattle production in three countries with different technologies argentina the united states and uruguay are studied in order to shed light on the role of technology in the dynamics of the cattle sector four series are analyzed for each country slaughter price stock of cows and total herd spectral decomposition of the time series shows the existence of cycles having surprising regularity for all the four time series the three countries exhibit very similar cyclicities in spite of their different technologies and economic environment

bootstrap testing for cointegration of international commodity prices this paper investigates cointegration with respect to nine commodity groups traded on international markets nonparametric bootstrapping is utilized in the testing procedure of the 21 pairs of price series investigated here for 13 the no cointegration null hypothesis is rejected in favour for the cointegration of the series in addition to five out of the remaining eight cases that were not cointegrated a plausible explanation is the prevailing trade policy thus a great majority of the institutionally nonregulated cases turn out to get empirical support for being cointegrated an important statistical finding is that the augmented dickey fuller test for cointegration cradf generally yields p values that are close to the p values obtained by the bootstrap testing but once they differ substantially it is usually an indication of irregular periods e g structural changes in the series the paper conducts also a monte carlo simulation experiment to investigate the power and size properties of the t

beyond sharpe ratio optimal asset allocation using different performance ratios abstract as the assumption of normality in return distributions is relaxed classic sharpe ratio and its descendants become questionable tools for constructing optimal portfolios in order to overcome the problem asymmetrical parameter dependent performance ratios have been recently proposed in the literature the aim of this note is to develop an integrated decision aid system for asset allocation based on a toolkit of eleven performance ratios a multi period portfolio optimization up covering a fixed horizon is set up at first bootstrapping of asset return distributions is assessed to recover all ratios calculations at second optimal rebalanced weights are achieved at third optimal final wealth is simulated for each ratios eventually we make a robustness test on the best performance ratios empirical simulations confirm the weakness in forecasting of sharpe ratio whereas asymmetrical parameter dependent ratios such as the generalized rachev sortino satchell and farinelli tibiletti ratios show satisfactorily robustness

cointegration and tests of purchasing power parity nonstationarity in the levels of spot exchange rates and domestic and foreign price indices makes the use of conventional tests of the absolute version of purchasing power parity ppp inappropriate if ppp is true inter country commodity arbitrage ensures that deviations from a linear combination of spot exchange rates and domestic and foreign price levels should be stationary under these conditions exchange rates and price levels should form a cointegrated system we find the null hypothesis of no cointegration cannot be rejected for all five countries thus violating the long run absolute version of ppp

market integration efficiency of arbitrage and imperfect competition methodology and application to u s celery this paper develops and applies a methodology to test for efficiency of interregional commodity arbitrage application of the methodology requires only time series data on prices for alternative cities regions countries or product forms yet the approach is capable of generating evidence on a number of market parameters including market integration arbitrage efficiency the magnitude of marketing margins product substitutability and competitiveness of markets estimation is based on a switching regression model with three regimes efficient arbitrage relative shortage and relative glut results from application of the model to u s celery marketing indicated significant departures from efficient arbitrage for both california and florida celery

evaluation of usda interval forecasts of corn and soybean prices usda world agricultural supply and demand estimates wasde price forecasts are published as an interval but are typically analyzed as point estimates thus all information about uncertainty imbedded in the forecast is ignored the purpose of this article is to evaluate the accuracy of wasde corn and soybean price forecasts using methodology suitable for testing judgmental interval forecasts accuracy tests suggest that wasde forecasts are not calibrated at the 95 confidence level for both commodities and generally not calibrated for corn but calibrated for soybeans at the implied confidence level elicited from the survey of forecast providers

does the law of one price really hold for commodity prices in spite of the empirical failure of the law of one price it is usually assumed that commodity prices are perfectly arbitraged at least in the long run this paper argues that this assumption is counterfactual and that much of the empirical evidence provided to support it is flawed and affected by econometric shortcomings spurious regressions nonstationarity in the data inappropriate use of first differences an alternative methodology co integration by which a long run relationship between nonstationary series can be tested is proposed tests of nonstationarity and co integration for a group of commodities show quite uniformly that the law of one price as a long run relationship fails and that deviations from the pattern are permanent

combining equilibrium resampling and analyst s views in portfolio optimization abstract this paper proposes the use of a portfolio optimization methodology which combines features of equilibrium models and investor s views as in black and litterman 1992 and also deals with estimation risk as in michaud 1998 in this way our combined methodology is able to meet the needs of practitioners for stable and diversified portfolio allocations while it is theoretically grounded on an equilibrium framework we empirically test the methodology using a comprehensive sample of developed countries fixed income and equity indices as well as sub samples stratified by geographical region time period asset class and risk level in general our proposed combined methodology generates very competitive portfolios when compared to other methodologies considering three evaluation dimensions financial efficiency diversification and allocation stability by generating financially efficient stable and diversified portfolio allocations our methodology is suitable for long term investors such as central banks and sovereign wealth funds

vegetable oil market and biofuel policy an asymmetric cointegration approach abstract the present paper analyses the long run relationship between vegetable oil prices and conventional diesel prices in the eu for the period 2005 2007 we applied recent developments in the threshold cointegration approach to investigate the presence of asymmetric dynamic adjusting processes between the prices of rapeseed oil sunflower oil and soybean oil and the price of a mineral oil diesel the results presented suggest a two regime threshold cointegration model only for the rapeseed oil diesel price pair thus the rapeseed oil price adjusts rapidly to its long run equilibrium determined by fossil diesel prices but this adjustment is asymmetric it differs if the divergence between the two prices is above or below a critical threshold consequently rapeseed oil appears particularly exposed to external shocks deriving from global political scenarios suggesting the reassessment of the high quota 80 of eu biodiesel represented by this vegetable oil

the dynamic black litterman approach to asset allocation abstract we generalize the black litterman bl portfolio management framework to incorporate time variation in the conditional distribution of returns in the asset allocation process we evaluate the performance of the dynamic bl model using both standard performance ratios as well as other measures that are designed to capture tail risk in the presence of non normally distributed asset returns we find that the dynamic bl model outperforms a range of different benchmarks moreover we show that the choice of volatility model has a considerable impact on the performance of the dynamic bl model

testing for food market integration revisited this article considers the statistical performance of four commonly used econometric tests for market integration the law of one price the ravallion model cointegration and granger causality a spatial price equilibrium spe model that is subject to both production shocks and general price inflation and mimics many of the key characteristics of integrated food markets is constructed the model is used to generate food price time series of lengths that are typical of the short sample sizes available in most developing countries for both instantaneously integrated and independent markets a series of monte carlo experiments on these artificial food price time series are performed which show that all four of the conventional tests for market integration are statistically flawed

spatial market integration in the presence of threshold effects a large body of research has evaluated price linkages in spatially separate markets much recent research has applied models appropriate for nonstationary data such analyses have been criticized for their ignorance of transactions costs which may inhibit price adjustments and thus affect tests of integration this analysis utilizes threshold autoregression and cointegration models to account for a neutral band representing transactions costs we evaluate daily price linkages among four corn and four soybean markets in north carolina nonlinear impulse response functions are used to investigate dynamic patterns of adjustments to shocks our results confirm the presence of thresholds and indicate strong support for market integration though adjustments following shocks may take many days to be complete in every case the threshold models suggest much faster adjustments in response to deviations from equilibrium than is the case when threshold behavior is ignored a large amount of empirical research has evaluated the extent to which spatially separate markets are integrated though the term is used loosely in the literature tests of market integration usually consider the extent to which shocks are transmitted among spatially separate markets the integration of markets can have important implications for price discovery and the operation of the market since persistent deviations from integration may imply riskless profit opportunities for spatial traders

some further evidence on the law of one price the law of one price still holds international trade models often postulate the existence of a representative price i e the price which prevails at all markets this is known as the law of one price in this paper the law of one price is tested for seven commodities among four countries by explicitly considering transaction costs the empirical evidence suggests that in most cases the law of one price cannot be rejected asa maintained hypothesis furthermore for the remaining cases transaction costs seem to cause the failure