moments based spillovers across gold and oil markets abstract in this paper we use intraday futures market data on gold and oil to compute returns realized volatility volatility jumps realized skewness and realized kurtosis using these daily metrics associated with two markets over the period of december 2 1997 to may 26 2017 we conduct linear nonparametric and time varying rolling tests of causality with the latter two approaches motivated due to the existence of nonlinearity and structural breaks while there is hardly any evidence of spillovers between the returns of these two markets strong evidence of bidirectional causality is detected for realized volatility which seems to be resulting from volatility jumps evidence of spillovers are also detected for the crash risk variables i e realized skewness and for realized kurtosis as well with the effect on the latter being relatively stronger based on a moments based test of causality evidence of co volatility is deduced whereby we find that extreme positive and negative returns of gold and oil tend to drive the volatilities in these markets in our robustness check we identify a causal chain in the realized volatility from oil to gold via the financial stress our results have important implications for not only investors but also policymakers

a cointegration analysis of petroleum futures prices abstract this paper presents evidence concerning the number of common stochastic trends in a system of three petroleum futures prices crude oil heating oil and unleaded gasoline using daily data from 3 december 1984 to 30 april 1993 johansen s maximum likelihood approach for estimating long run relations in multivariate vector autoregressive models is used the results indicate the presence of only one common trend

on the efficiency of futures markets another view abstract one definition of market efficiency holds that today s price of an item contains all the price information that there is about that item that is today s price contains information about people s expectations about the future however in estimating price equations analysts almost exclusively look to the past in developing price forecasting models this paper examines the question how do futures prices affect today s price for heating oil that is do futures markets add to the efficiency of markets by conveying information from the future to the present

competition and corporate performance are people right to think that competition improves corporate performance my investigations indicate first that there are some theoretical reasons for believing this hypothesis to be correct but they are not overwhelming furthermore the existing empirical evidence on this question is weak however the results reported here based on an analysis of around 670 u k companies do provide some support for this view most important i present evidence that competition as measured by increased numbers of competitors or by lower levels of rents is associated with a significantly higher rate of total factor productivity growth

one security many markets determining the contributions to price discovery when homogeneous or closely linked securities trade in multiple markets it is often of interest to determine where price discovery the incorporation of new information occurs this article suggests an econometric approach based on an implicit unobservable efficient price common to all markets the information share associated with a particular market is defined as the proportional contribution of that market s innovations to the innovation in the common efficient price applied to quotes for the thirty dow stocks the technique suggests that the preponderance of the price discovery takes place at the new york stock exchange nyse a median 92 7 percent information share although most of the classic paradigms in market microstructure concern a security that trades in a single centralized market such situations are becoming increasingly rare in practice fragmentation the dispersal of trading in a security to multiple sites has emerged as a dominant institutional trend this process is of concern to financial economists and regulators because price information and price discovery the impounding of new information into the security price arguably the most important products of a security market have many attributes of public goods as the process of fragmentation accelerates it may be important to determine where the price information and price discovery are being produced 1 this paper suggests a practical econometric approach to this problem the technique is illustrated with an application to u s equity markets many stocks listed on the new york stock exchange nyse trade concurrently on the regional exchanges and the national association of securities dealers national market system nasd nms since a share of ibm stock is the same security whether purchased on the midwest or pacific exchange this is a particularly clear instance of multiple markets nevertheless the expres

state business relations and economic growth in sub saharan africa abstract this paper contributes to the literature on the determinants of economic growth in sub saharan africa by examining the effect of effective state business relations on economic growth for a panel of 19 sub saharan african countries for the period 1970 2004 we propose a measure that we argue captures the various dimensions of effective state business relations in sub saharan africa we then estimate standard growth regressions using dynamic panel data methods with this measure along with the more conventionally used measures of institutional quality such as degree of executive constraints the rule of law the degree of corruption and the quality of the bureaucracy our results show that effective state business relations contribute significantly to economic growth countries which have shown improvements in state business relations have witnessed higher economic growth controlling for other determinants of economic growth and independent of other measures of institutional quality

speculation and the 2008 oil bubble the dcot report analysis abstract this article analyzes the cftc s disaggregated commitments of traders dcot report to get more insights into the behavior of different traders during the 2008 oil bubble the analysis shows that 1 the money manager category perfectly played the oil bubble got in early and started selling shortly before the bubble peak 2 the producer merchant processor user category and the nonreportable category were covering their short positions into the peak of the bubble 3 the swap dealer category benefited while the price of oil was rising but incurred heavy losses as the price of oil collapsed 4 we find no indications of speculation by any group of traders via the positive feedback trading or rational destabilization and 5 we do however criticize the commercial hedgers for failing to arbitrage the soaring oil prices in 2008

a comparison of petroleum futures versus spot prices as predictors of prices in the future abstract even though studies have indicated that the futures market leads the spot market in price discovery this paper hypothesizes that the predictive significance of each should be the same a number of different statistical tests are presented to test this hypothesis when deseasonalized data is employed the predictive significance of each series is found to be the same but when actual prices are employed futures prices did correctly anticipate the observed seasonal pattern

price movements and price discovery in futures and cash markets r isk transfer and price discovery are two of the major contributions of futures markets to the organization of economic activity working 1962 evans 1978 p 80 and silber 1981 risk transfer refers to hedgers using futures contracts to shift price risk to others price discovery refers to the use of futures prices for pricing cash market transactions working 1948 wiese 1978 p 87 and lake 1978 p 161 the significance of both contributions depends upon a close relationship between the prices of futures contracts and cash commodities this paper examines the characteristics of price movements in cash or spot markets and futures markets for storable commodities section ii presents an analytical model of simultaneous price dynamics which suggests that over short intervals of time the correlation of price changes is a function of the elasticity of arbitrage between the physical commodity and its counterpart futures contract greater elasticity fosters more highly correlated price changes and thereby facilitates the risk transfer function the elasticity of supply of arbitrage services is constrained by among other things storage and transaction costs thus futures contracts will not in general provide perfect risk transfer facilities over short time horizons the essence of the price discovery function of futures markets hinges on whether new information is reflected first in changed futures prices or in changed cash prices hoffman 1932 pp 258259 the model in section ii provides a framework for analyzing whether one market is dominant in terms of information flows and price discovery in section iii we develop a model based on section ii which is appropriate for estimating the lead lag relationship between cash prices and futures prices section iv presents empirical estimates of the parameters of the model for seven different storable commodities wheat corn oats frozen orange juice concentrates copper gold and silver the cost of arbitrage between cash and futures differs across these commodities for this reason we are not surprised to find inter commodity differences in the correlation of short run price changes and in the substitutability of futures contracts for cash market positions with respect to the price discovery function of futures markets we find that while futures markets dominate cash markets cash prices do not merely echo futures prices there are reverse information flows from cash markets to futures markets as well

a weak form evaluation of the efficiency of the rotterdam and italian oil spot markets abstract we examine whether the efficient market hypothesis can be applied to the rotterdam and italian oil markets by analysing the log price changes observed in those markets for monthly data during the period january 1980 to december 1987 the objective is to investigate the leptokurticity in observed distributions of low price changes the stable paretian distributions have been used to test the leptokurtic distributions

testing for common features in north american energy markets abstract using recent advances in the field of applied econometrics we explore the strength of shared trends and shared cycles between north american natural gas and crude oil markets in doing so we use daily data from january 1991 to april 2001 on spot u s henry hub natural gas and wti crude oil prices the results show that there has been decoupling of the prices of these two sources of energy as a result of oil and gas deregulation in the united states we also investigate the interconnectedness of north american natural gas markets and find that north american natural gas prices are largely defined by the u s henry hub price trends

effects of nymex trading on ipe brent crude futures markets a duration analysis abstract recent developments in the energy markets and the surge and dip in crude oil prices over the last few years have renewed the interest in the workings of the two main price setting markets london s international petroleum exchange ipe and new york s mercantile exchange nymex the interaction of these two markets when both of them are open synchronous trading and when only london is open asynchronous trading is important in view of the fact that most participants take positions in both markets this paper looks at how london is affected by new york by analysing the transaction duration of the ipe brent futures contract both when the nymex wti futures contract is being traded and when nymex is closed using tick by tick data obtained from ipe transaction durations are found to form two distinctive and inverted u shaped patterns autoregressive conditional duration acd model first introduced by engle and russell is applied to the data parameters of ipe morning and afternoon are significantly different from each other underlining the dominant effects of nymex on ipe trading the results from the current analysis reinforce previous results by the authors which indicate that nymex is a leading price setter in crude oil futures prices and has a dominant effect on the ipe traded contracts

oil prices the role of refinery utilization futures markets and non linearities we test the hypothesis that real oil prices are determined in part by refinery capacity non linearities in supply conditions and or expectations and that observed changes in these variables can account for the rise in prices between 2004 and 2006 results indicate that the refining sector plays an important role in the recent price increase but not in the way described by many analysts the relationship is negative such that higher refinery utilization rates reduce crude oil prices this effect is associated with shifts in the production of heavy and light grades of crude oil and price spreads between them non linear relationships between opec capacity and oil prices as well as conditions on the futures markets also account for changes in real oil prices together these factors allow the model to generate a one step ahead out of sample forecast that performs as well as forecasts implied by far month contracts on the new york mercantile exchange and is able to account for much of the 27 rise in crude oil prices between 2004 and 2006

does opec influence crude oil prices testing for co movements and causality between regional crude oil prices using high frequency data the co movements among crude oil prices are analysed in order to address the question of regionalization of the world crude oil market time series econometrics in the form of error correction modelling is applied for daily crude oil price data covering the time period 1988 to 2004 and in this framework topics like weak and strong exogeneity among three major oil prices represented by brent opec and texas wti are addressed the empirical results are that causality is most likely bi directional among these crude oil prices and hence rejecting a regionalization hypothesis of the global oil market and also an influence from the opec oil price towards bent and wti which are usually claimed to have a benchmark role

the effects of competition policy on development cross country evidence using four new indicators abstract over the last two decades many developing countries have introduced competition policies this paper introduces four new indicators on various aspects of competition laws and competition agencies to make competition policies comparable these indicators are used to estimate the effects of competition policies and all four contribute at least marginally to explaining differences in total factor productivity this is also true if developing countries are analysed separately in addition to the direct effects of competition policy on total factor productivity an indirect effect is identified countries scoring high with regard to competition policy suffer less from corruption

market information and price volatility in petroleum derivatives spot and futures markets some new york evidence abstract this paper examines the relationship between petroleum futures trading market information and spot prices it tests the hypothesis that there is increased spot market information with futures trading of various petroleum derivatives for weekly data during the period january 1970 to july 1985 at the new york mercantile exchange increased market information with futures trading is indicated by the insignificance of coefficients of past prices in spot price regressions in periods with futures trading however the estimates of the coefficient of variation indicate that price volatility tends to increase with futures trading thus traders seem better informed with futures trading although the advantages of increased market information might potentially be undermined by increased price volatility as in the case of regular gasoline

industrial organization paradigms empirical evidence and the economic case for competition policy the recent reform of competition policy in canada prompts one to ask whether there remains a tenable economi c case for antitrust policy to answer this question this paper begi ns by sketching competing industrial organization i o paradigms th e empirical evidence bearing on these paradigms particularly the m ainline structure conduct performance paradigm which has provided the main theoretical support for competition policy is examined it is concluded that recent theoretical and empirical work in i o have undermined the traditional economic case for competition policy the last section of the paper attempts a partial reconstruction of the ca se for competition policy along somewhat unorthodox lines

the role of trader positions in spot and futures prices for wti abstract we extend the analysis of causal relations between trader positions and oil prices and the process of price discovery by estimating a cointegrating vector autoregression cvar model that expands the cash and carry relation between spot and futures prices to quantify long and short run relations among oil prices trader positions interest rates and oil inventories results indicate that oil inventories and trader positions are needed to generate cointegration between spot and futures prices the presence of trader positions and oil inventories suggest that both play a role in price discovery furthermore the cointegrating relation for price loads into the equation for both oil prices and trader positions this suggests a bi directional simultaneous adjustment process between oil prices and trader positions this expands the unidirectional causal relation from oil prices to trader positions that is generated by previous studies additional results suggest that price discovery occurs in the market for heavily traded near month futures contracts but discovery for thin far month futures markets occurs in the spot market together these results suggest mechanisms by which speculation could affect oil prices but the results presented here are moot regarding their effects

new evidence that taxes affect the valuation of dividends this paper uses british data to examine the effects of dividend taxes on investors relative valuation of dividends and capital gains british data offer great potential to illuminate the dividends and taxes question since there have been two radical changes and several minor reforms in british dividend tax policy during the last 30 years studying the relationship between dividends and stock price movements during different tax regimes offers an ideal controlled experiment for assessing the effects of taxes on investors valuation of dividends using daily data on a small sample of firms and monthly data on a much broader sample we find clear evidence that taxes affect the equilibrium relationship between dividend yields and market returns these findings suggest that taxes are important determinants of security market equilibrium and deepen the puzzle of why firms pay dividends financial economists have long been puzzled by corporate dividend behavior many individual investors should value a dollar of corporate dividends less than a dollar of corporate retentions because the former gives rise to greater tax liabilities corporations however face equal costs of paying out dividends and retaining earnings miller and modigliani 31 demonstrated that in the absence of taxes dividend policy should have no effect on share valuation if dividends are tax penalized however a value maximizing firm should pay no dividends widespread dividend payments to taxable investors are therefore surprising in 1981 dividend tax revenues in the united states were estimated to exceed 20 billion dollars indeed some have interpreted the large volume of dividends paid as evidence against the rational behavior postulates typically used by economists the dividend question has stimulated a large theoretical and empirical literature concerned with the qluestion of investors valuation of dividends in particular the question of how taxes affect the market valuation of dividends has generated considerable controversy numerous studies including auerbach 2 litzenberger and ramaswamy 24 26 morgan 34 and rosenberg and marathe

conditioning the return generating process on firm specific events a discussion of event study methods empirical investigations into the codetermination of security prices and eco nomic events are called event studies there are several ways of estimating the codetermination of interest since fama fisher jensen and roll 8 it has been general practice to first translate variables into rates of return then net out gen eral market movements and finally examine the relationship between residual returns and events the methodology in all of its variants fails under the rubric of 4 residual analysis empirical methods used in residual analysis deviate from the structure and terminology generally found in classical econometrics while this is not a criticism of residual analysis it results in a communication problem that is more than simply pedantic in nature a broad body of econometric literature dealing with parameter estimation statistical inference and hypothesis testing often goes untapped by empiricists in finance who within internally consistent sets of as sumptions have created a separate body of statistical methods in this paper a union of the two disciplines is advocated to provide a forum for comparing and contrasting alternative empirical methods the event study problem is broken down into three phases the parameterization of informa tion arrival applicable to the problem an examination ofthe relationship between parameters in the information arrival process and the estimates resulting from alternative estimation methods and aggregation across firms experiencing simi

risk perception in psychology and economics abstract the concept of rationality has been basic to most economic analysis its content has been successively refined over the generations as applied to the static world of certainty it has turned out to be a weak hypothesis not easily refuted and therefore not very useful as an explanation though not literally a tautology but recent decades have seen the development of stronger versions applied to a world in which time and uncertainty are real among its most important manifestations have been criteria for consistency in allocation over time the expected utility hypothesis of behavior under uncertainty and what may be termed the bayesian hypothesis for learning that is the consistent use of conditional probabilities for changing beliefs on the basis of new information these hypotheses have been used widely in offering explanations of empirically observed behavior though as not infrequently in economics the theoretical development has gone much further than the empirical implementation these hypotheses have also been used increasingly in normative analysis as a component of benefit cost studies therefore frequently referred to as benefit risk studies the value of reducing mortality rates from diseases for example has been studied by assuming that choice of occupations is made inter alia by comparing wage differences with mortality differences

price discovery in energy markets abstract in this study we empirically analyze the price discovery process in the futures and spot markets for crude oil heating oil and natural gas using daily closing prices we use two different information share measures that are based on the methods proposed by gonzalo and granger 1995 and lien and shrestha 2014 both measures indicate that almost all the price discovery takes place in the futures markets for the heating oil and natural gas however for the crude oil the price discovery takes place both in the futures and spot markets as a whole our study indicates that futures markets play an important role in the price discovery process

the dynamics of a nonlinear relationship between crude oil spot and futures prices a multivariate threshold regression approach abstract this paper segments daily data from january of 1986 to april of 2007 into three periods based on certain important events both periods i and ii indicate that the spot prices in general are higher than futures prices as was well known in the literature only period iii 2001 9 11 2007 4 30 displays a reverse phenomenon futures prices in general exceed spot prices when the absolute value of a basis futures spot is greater than the threshold value in the arbitrage area regime 1 and 3 at least one of the error correction coefficients representing adjustment towards equilibrium is statistically significant that is there exists a tendency in the oil market in which prices move toward equilibrium with respect to the short run dynamic interaction between spot price change st and futures price change ft our results indicate that when the spot price is higher than futures price and the basis is less than certain threshold value regime 3 there exists at least one causal relationship between st and ft conversely when the futures price is higher than spot price and the basis is higher than certain threshold value regime 1 there exists at least one causal relationship between st and ft finally we use the method suggested by diebold and mariano diebold francis x mariano roberto s 1995 comparing predictive accuracy journal of business and economic statistics 13 3 253 263 to compare the predictive power between the linear and nonlinear models our empirical results indicate that the in sample prediction of the nonlinear model is clearly superior to that of the linear model

competition policy implementation in transition economies an empirical assessment abstract between 1990 and 1996 competition laws have been adopted in 22 of the 26 transition economies of eastern europe and the former soviet union yet there is very little systematic evidence about implementation experience and none regarding its impact on intensity of economy wide competition the novelty of this paper is twofold first it defines a range of competition policy implementation criteria relevant for transition and developing economies along the three main dimensions of enforcement competition advocacy and institutional effectiveness these classification criteria go significantly beyond the traditional emphasis on abuse of dominance agreement and merger cases second it provides an assessment of the effectiveness of competition policy implementation across 18 countries along these criteria based on data from each country s competition authorities and supplemented with assessments by legal practitioners the relationship between competition policy and intensity of competition is explored with the latter captured by a measure of economy wide enterprise mobility that reflects selection effects we find a robust positive relationship between effective competition policy implementation and expansion of more efficient private firms

crack spread hedging accounting for time varying volatility spillovers in the energy futures markets crude oil heating oil and unleaded gasoline futures contracts are simultaneously analysed for their effectiveness in reducing price volatility for an energy trader a conceptual model is developed for a trader hedging the crack spread various hedge ratio estimation techniques are compared to a multivariate garch model that directly incorporates the time to maturity effect often found in futures markets modelling of the time variation in hedge ratios via the multivariate garch methodology and thus taking into account volatility spillovers between markets is shown to result in significant reductions in uncertainty even while accounting for trading costs copyright 2002 john wiley sons ltd

speculative bubbles in recent oil price dynamics evidence from a bayesian markov switching state space approach abstract motivated by repeated spikes and crashes during previous decades we investigate whether the heavily financialized market for crude oil has been driven by speculative bubbles in our theoretical modeling we draw on the convenience yield approach in order to approximate the fundamental value of the oil price we separate the oil price fundamental from the bubble component by expressing a standard present value oil price model in state space form we then introduce two markov regimes into the state space representation in order to distinguish between two distinct phases in the bubble process namely one in which the oil price bubble is a stable process and one in which the bubble explodes we estimate the entire markov switching state space specification using an econometrically robust bayesian markov chain monte carlo mcmc methodology based on inferential techniques designed for statistically separating both markov regimes in the bubble process from each other we find robust evidence for the existence of speculative bubbles in recent oil price dynamics

explaining crude oil prices using fundamental measures abstract oil is the world s most important commodity and improving the understanding of drivers of its price is a longstanding research objective this article analyses real oil prices during 1984 2007 using a monthly dataset of fundamental and market parameters that cover financial markets global economic growth demand and supply of oil and geopolitical measures the innovation is to incorporate proxies for speculative and terrorist activity and dummies for major industry events and quantify price impacts of each new findings are positive links between oil prices and speculative activity bond yields an interaction term incorporating opec market share and oecd import dependence and the number of us troops and frequency of terrorist attacks in the middle east shocks also prove significant with a 6 18 per barrel impact on price for several months

test for tax effects in the pricing of financial assets this paper tests four competing hypotheses regarding taxation and the pricing of financial assets no differential tax effects in the pricing of stocks or bonds the equilibrium condition described by miller 1977 the two parameter after tax pricing equations of brennan 1970 and litzenberger and ramaswamy 1979 and dividend related clientele effects described by elton and gruber 1970 and litzenberger and ramaswamy 1980 these hypotheses make substantially different predictions about the impact of taxes on financial decisions however when stated in terms of returns the hypotheses imply parameter restrictions with the same functional form the commonality of the parameter restrictions allows simultaneous testing of all four models by testing the form of the parameter restrictions this approach differs from that of previous researchers who have by and large implicitly assumed that the parameter restrictions implied by the respective models hold see elton and gruber 1970 black and scholes 1973 1974 litzenberger and ramaswamy 1979 1980 miller and scholes 1982 conditional on this assumption parameter estimates have been made and this paper tests four models describing the impact of taxes on financial asset returns no tax effects miller s equilibrium the twoparameter pricing models of brennan and litzenberger and ramaswamy and taxinduced dividend clientele effects these tests are carried out by casting the hypotheses in terms of systems of equations and identifying the parameter restrictions implied by each of the hypotheses the systems approach is particularly useful for testing for clientele effects because we are able to identify withinand between equation restrictions without specifying the marginal tax rate of the clientele which holds a particular security my results suggest that none of tax motivated hypotheses is descriptive of the data this paper is a distillation of several research projects i have undertaken in the last two years special thanks are in order to g constantinides e fama j ingersoll a madansky and m scholes i owe a particularly important debt to merton miller for help and encouragement finally i would like to thank steve buser and e han kim

dividends and capital asset prices tax based dividend models of capital asset pricing assume that dividends are known at the time prices are set dividends which are announced and paid in the same month and dividends which were expected but cancelled in the month constitute surprises which interfere with many empirical tests of the effects of expected dividend yield on returns this paper avoids these problems by relating returns to forecasts of dividend yield obtained from past data three distinct views of the importance of dividends to investors have received support at one time or another according to the two most important views dividends have a neutral and a negative effect on security prices respectively miller and modigliani 1 and miller and scholes 12 13 favor complete substitutability of dividends and capital gain brennan 6 and litzenberger and ramaswamy 9 have developed models which incorporate differential taxation of income and capital gain in these models the tax disadvantage of income changes the investor s portfolio problem from one of optimization of mean and variance of portfolio before tax return to optimization in after tax terms stocks with relatively large dividend yields should provide high expected returns and so sell for low prices to compensate the investor for the tax much of the empirical evidence seems to favor the view that tax disadvantages of dividend income do not escape investors attention and that returns are higher when they include dividend income to compensate the investor for the tax liability however interpretation of the available evidence is difficult and it is significant that most of these researchers remain unconvinced that their own findings can be satisfactorily explained by tax effects ball brown finn and officer 1 interpret their estimates as being far too strong to be explained in terms of differential taxation blume 3 reaches a similar conclusion but litzenberger and ramaswamy attribute their results to the tax disadvantage of

investigation of production sales and inventory relationships using multicointegration and non symmetric error correction models the accumulated sum of a stationary series is called integrated if a linear combination of some of the integrated series is stationary it is said to be cointegrated this paper presents empirical results on inventories to consider the possibility of a deeper form of cointegration called multicointegration which is introduced in granger and lee 1989 a vector integrated series is multicointegrated if the accumulated sum of its stationary cointegrated linear combination is again cointegrated with itself inventory which is the accumulated sum of production minus sales is probably cointegrated with production and sales the empirical results generally support the presence of multicointegration of production and sales in many u s industries and industrial aggregates the results also favour the non symmetric error correction model providing evidence that the strength of attraction is different on both sides of the attractor a modified s s rule for inventory control is investigated in the context of a non symmetric error correction model and the results generally do not support the s s rule sufficient evidence is found to conclude that multicointegration is a useful concept in the area of inventory determination

revisiting the relationship between spot and futures oil prices evidence from quantile cointegrating regression article i nfo since most real decisions depend upon current market states or whether it is advantageous to the participants themselves this paper revisits the relationship between spot and futures oil prices of west texas intermediate covering 1986 to 2009 with an innovative approach named quantile cointegration different to previous perspectives we target the issues of cointegrating relationships causalities and market efficiency based on different market states under different maturities of oil futures in our empirical analysis except for market efficiency long run cointegrating relationships and causalities between spot and futures oil prices have significant differentials among futures maturities and the performances of spot oil markets furthermore the response of spot prices to shocks in 1 month futures oil prices is much steeper in high spot prices than in low spot prices this phenomenon is consistent with the prospect theory kahneman and tversky 1979 in that the value function is generally steeper for losses than for gains

legal environment finance channels and investment the east african example abstract how do legal environments and finance affect investments by firms in the east african community property rights external and internal finance channels key conduits of the transmission mechanism from legal environment to investment individually and interactively affect firms decision to invest firms that perceive secure property rights are more likely to invest in fixed capital the interactions suggest governments in this community would do well to pursue investment growth policies that slant heavily towards financial markets deepening while not ignoring enhancement of legal infrastructures overall property rights external finance internal finance firm size and an export orientation are important determinants of the investment decision

the dynamics of industrial mark ups in two small open economies does national competition policy matter abstract in this paper we investigate the impact of competition policy on the level and the dynamics of firm price cost margins in two european countries belgium and the netherlands we study three questions i did the changes in the competition law and policy that took place in belgium in 1993 have an effect on the level and the evolution of the price cost margins of firms ii are price mark ups in the netherlands where there was no strict competition policy until recently higher than in belgium iii is openness import competition sufficient to discipline firm behaviour we find that the introduction of a new competition policy in belgium did not have any effect on the price mark ups in belgium we also find that mark ups in the netherlands are higher than those in belgium finally we find that import competition does not lead to lower price cost margins we offer a number of explanations and implications

pure martingale and joint normality tests for energy futures contracts abstract in this study we empirically analyze to see if the pure martingale hypothesis holds for three energy related commodities crude oil heating oil and natural gas we also test this hypothesis for five different hedging horizons 1 day 1 week 4 week 8 week and 12 week our empirical results show that the pure martingale hypothesis holds for all three commodities and all five horizons this implies that the expected return on futures contract can be ignored in determining the optimal hedge ratio we also test to see if the joint normality between futures and spot returns holds for the same three commodities and five hedging horizons we reject the joint normality hypothesis for all three commodities and five hedging horizons this implies that hedgers with different utility function have different optimal hedge ratios thus in general one needs to take into account of hedger s utility function when deriving optimal hedge ratio our results are robust to pre and post financial crisis as well as some other specifications considered in the paper

return risk and yield evidence from ex ante data the purpose of this study is to investigate the relationship between return and yield in the context of ex ante data from the value line investment survey and by examining the role of dividends as a proxy for risk the use of ex ante data should substantially reduce the confounding of tax and information effects that has affected earlier studies heteroscedasticity is detected in the after tax capm and found to be negatively related to yield and positively related to beta maximum likelihood methods are used to correct for heteroscedasticity and generate efficient coefficient estimates using data for each of the years 1973 through 1983 there is an overall positive relationship between expected return and yield however coefficient estimates of yield are highly variable from year to year the relationship between dividend yields and security returns is currently a subject of extensive research in finance empirically a positive relationship is found by blume 5 gordon and bradford 12 elton gruber and rentzler

unbiasedness and time varying risk premia in the crude oil futures market abstract this paper presents some empirical evidence on market efficiency and unbiasedness in the crude oil futures market and some related issues on the basis of monthly observations on spot and futures prices of the west texas intermediate wti crude oil several tests are carried out on the relevant hypotheses the evidence suggests that futures prices are neither unbiased nor efficient forecasters of spot prices furthermore a garch m 1 1 model reveals the existence of a time varying risk premium

oil prices speculation and fundamentals interpreting causal relations among spot and futures prices abstract a consensus that the world oil market is unified begs the question where do innovations in oil prices enter the market here we investigate where changes in the price of crude oil originate and how they spread by examining causal relationships among prices for crude oils from north america europe africa and the middle east on both spot and futures markets results indicate that innovations first appear in spot prices for dubai fateh and spread to other spot and futures prices while other innovations first appear in the far month contract for west texas intermediate and spread to other exchanges and contracts links between spot and futures markets are relatively weak and this may have allowed the long run relationship between spot and future prices to change after september 2004 together these results suggest that market fundamentals initiated a long term increase in oil prices that was exacerbated by speculators who recognized an increase in the probability that oil prices would rise over time

determinants of opec production implications for opec behavior we estimate models that identify the economic and organizational determinants of crude oil production by individual opec nations to clarify the interpretation of econometric results we model production with specifications that resolve the statistical ordering of variables and estimate models with techniques that can cope with stochastic trends in the time series we also analyze the short run dynamics for asymmetries that may carry important insights about opec behavior results indicate that quotas are an important determinant of production and their effects generally are symmetric which implies that opec is an organization that influences production and ultimately prices real prices generally have a positive effect on production and the size of this effect may depend on spare capacity which implies that opec behaviors also embody competitive elements finally all nations other than saudi arabia show some form of production sharing behavior which may imply that opec shares mismatches between the call for opec production and opec quotas

spillover effects in energy futures markets price discovery in crude oil and refined oil products has been extensively undertaken in organised futures markets for over a decade now there are two dominant such markets today the first one in the new york mercantile exchange and the second in london s international petroleum exchange with the demise of opec as the leading price setter for crude and products nymex light sweet crude and brent crude have usurped the role of benchmark grades for price setting to date considerable work has been done to scrutinise the degree to which these two markets price efficiently but little with regard to the way the two markets interact participants in these markets move with relative ease from one market to the other and usually take positions in both of them it is of interest therefore to investigate the information transmission mechanism by looking at spillover effects and perhaps identify which market is the true price leader this paper is a first attempt to look at such a problem in the energy market although similar studies have been done on stock market indices it is found that substantial spillover effects do exist when both markets are trading simultaneously although ipe morning prices seem to be considerably affected by the close of the previous day on nymex q 2001 elsevier science b v all rights reserved

the impact of the asian crisis on the behavior of us and international petroleum prices the strong long run relationships among the petroleum spot and futures prices have weakened after the asian crisis as manifested in less co integration among these prices in the post crisis period the directional causal relationships have either changed the direction as in the case of wti crude or weakened somewhat as in the case of nymex gasoline and heating oil these changes should complicate the job of those who try to benefit from predicting the movements of petroleum prices after the asian crisis in the international gasoline spot markets movements in the nymex gasoline price are found to precede movements in the gulf coast and rotterdam gasoline prices in the pre crisis period and the movements of these prices and those of the singapore price in the post crisis period implying that the nymex price is the gasoline leader in both periods the monday friday day of the week effect is only significant for the nymex gasoline 1 month and 3 month futures prices and the gulf coast gasoline spot economic and political shocks related to the spot prices have greater impacts on all prices than shocks related to the futures prices regardless of the petroleum type and the time period

is the spot market for oil products efficient some rotterdam evidence abstract this paper presents evidence relating to the efficiency of the rotterdam market for oil products analysis of daily weekly and monthly price changes for gas oil during the period 1978 1983 results in the rejection of the efficiency hypothesis ie relative price changes have been serially dependent on the basis of this observation a very simple trading rule is developed this rule is tested out simulating market transactions during the first two quarters of 1984 the financial outcome of this game turns out to be rather rewarding

the relationship between crude oil spot and futures prices cointegration linear and nonlinear causality the present study investigates the linear and nonlinear causal linkages between daily spot and futures prices for maturities of one two three and four months of west texas intermediate wti crude oil the data cover two periods october 1991 october 1999 and november 1999 october 2007 with the latter being significantly more turbulent apart from the conventional linear granger test we apply a new nonparametric test for nonlinear causality by diks and panchenko after controlling for cointegration in addition to the traditional pairwise analysis we test for causality while correcting for the effects of the other variables to check if any of the observed causality is strictly nonlinear in nature we also examine the nonlinear causal relationships of vecm filtered residuals finally we investigate the hypothesis of nonlinear non causality after controlling for conditional heteroskedasticity in the data using a garch bekk model whilst the linear causal relationships disappear after vecm cointegration filtering nonlinear causal linkages in some cases persist even after garch filtering in both periods this indicates that spot and futures returns may exhibit asymmetric garch effects and or statistically significant higher order conditional moments moreover the results imply that if nonlinear effects are accounted for neither market leads or lags the other consistently videlicet the pattern of leads and lags changes over time

the effect of the financial sector on the evolution of oil prices analysis of the contribution of the futures market to the price discovery process in the wti spot market abstract the aim of this article is to empirically measure the contribution of the futures market to the price discovery process in the spot market for benchmark crude oils specifically that for west texas intermediate wti for this purpose we test the hypothesis that the recent evolution of the financial markets has affected the future oil market so as to increase its contribution to the price discovery process of the spot market we modeled the relation between wti spot and future prices as a cointegration relation by using the kalman filter technique it was possible to obtain a time varying measure of the contribution of future markets to the price discovery mechanism the results show that in the case of wti the contribution of the futures market has been increasing especially between 2003 and 2008 and then again after the start of 2009 evidencing the growing importance of factors particular to the financial markets in determining oil prices in recent years during 2009 the spot prices adjusted to agents future expectations rather than to the current supply and demand conditions

an information diffusion based model of oil futures price abstract inspired by the increasing evidence of financialization speculation in commodity pricing this paper constitutes a first attempt to build an information diffusion based asset pricing framework for the oil futures market with gradual information dissemination slowly decaying uncertainty about the asset s future fundamentals generates persistent conditional volatility and a drift in asset return volatility based proxies for information flows are proposed to examine empirically the asset pricing implications the results confirm a significant intertemporal relationship between return on the price of oil futures information diffusion and volatility components an important implication of our study is that the slow diffusion of information generates predictability in price dynamics a forecasting model is then constructed and tested in relation to our theory it is found that the lagged series of the pricing factors possess significant predicting power for returns