what has driven oil prices since 2000 a structural change perspective abstract this paper characterizes weekly international oil price fundamentals since 2000 by analyzing the transformation of the market mechanism based on structural change perspective using endogenously determined break tests that allow for changes in both level and trend we divide the price fluctuations in the international oil market after 2000 into three stages relatively calm market period january 07 2000 to march 12 2004 the bubble accumulation period march 19 2004 to june 06 2008 and the global economic crisis period june 13 2008 to september 11 2009 the results show the existence of structural breaks refutes the utility of investigation of the full sample period as a whole and in different structural periods the main drivers of oil price changes and their way of influence and degree are significantly distinct then we demonstrate the evolving process of market mechanism since 2000 through establishing comparative models we also quantitatively measure the roles of speculation and episodic events in oil price fluctuations

public order and private payments evidence from the swedish soccer league abstract should organizers of events share the associated costs of maintaining public order we address this question by using unique data from the swedish soccer league where co payment for police were introduced for some clubs only the difference in differences analysis shows that co payments increased private guards by 40 and suggests a reduction of unruly behavior by 20 the results are consistent with our model where co payments alleviate under provision in efforts by organizers to combat problems such as hooliganism due to externalities and free riding on police services the model also sheds light on the critique that co payments could lead financially constrained organizers to provide less security

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

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

financial appraisal of operational offshore wind energy projects abstract this paper investigates the commercial attractiveness of the nascent offshore wind energy industry from an asset owner s perspective two commercial scale operational projects are used as illustrative cases based upon historical empirical financial and performance data in conjunction with future spot market price scenarios a discounted cash flow methodology has been applied to underpin the financial value over each life cycle of plant the robustness of the results is strengthened by sensitizing key input parameters the results suggest that project annualized returns range between 8 and 11 above prescribed costs of capital a key finding is that the cost of capital can be more instrumental in achieving lower costs of energy than site selection itself

impacts of exchange rate volatility and international oil price shock on china s regional economy a dynamic cge analysis abstract a multi regional dynamic computable general equilibrium model is constructed in this paper to explore the macroeconomic effects of international oil price shocks and rmb exchange rate changes on china the results show that 1 in terms of regional development differences the decrease in international oil prices and depreciation of rmb are both conducive to economic growth although the impact of rmb devaluation is more obvious increases in international oil prices will further widen the output gap between the rich and the poor regions whereas oil price decreases and rmb devaluation will narrow the regional development differences 2 in terms of employment the depreciation of the exchange rate and the decline in international oil prices will help increase the employment rate in most regions but oil price hikes will be most beneficial for improving oil industry employment in the northeast 3 the impact of oil price volatility is asymmetric compared with rising oil prices falling oil prices have significantly greater effects on gdp industrial output employment and other aspects furthermore the impacts of exchange rate fluctuations and oil price changes on the regional economy exhibit a time lag

modeling returns and volatility transmission between oil price and us nigeria exchange rate article i nfo this paper models returns and volatility transmission between oil price op and us nigeria exchange rate exr consequently it provides five main innovations i it analyzes op and exr using the recently devel oped test by narayan and popp 2010 np which allows for two structural breaks in the data series ii it employs the narayan and liu 2011 nl garch unit root test to evaluate robustness of np test iii it con siders the newly developed var garch model to capture the spillover effects in the returns and volatility of op and exr iv it modifies the var garch model to account for structural breaks obtained from the np procedure and v using the results obtained from the var garch model it examines the optimal weights of holding oil and foreign exchange fx assets and also computes the hedging ratios in the presence of oil risk based on the np and nl tests it finds robust structural breaks that coincide with the period of global fi nancial crisis as well as period of fx crisis in nigeria also it establishes a bidirectional returns and spillover transmission between oil and fx markets finally its findings reveal evidence of hedging effectiveness involving oil and fx markets in nigeria and thus the inclusion of oil into a diversified portfolio of fx will improve its risk adjusted return performance

demand for sport this article reviews international literature on the demand for professional sport the first part presents a conceptual framework for understanding the sources and determinants of the demand for professional sporting contests the second part reviews empirical evidence on key determinants of attendance at sporting events and on other sources of demand such as broadcasting sponsorship and merchandising the review concludes that there is still much to be learned about demand for professional sport and that there are no simple lessons to be drawn from existing literature but important messages do emerge from studies of demand for attendance with regard to effects of uncertainty of outcome quality of contest and quality of viewing copyright 2003 oxford university press

the extreme value in crude oil and us dollar markets abstract this study constructs a flexible range based volatility model by considering extreme value information to explore the volatility and dependence structures between the oil price and the us dollar exchange rate an asset allocation strategy is implemented to evaluate the economic value and confirm the efficiency of this model the empirical results indicate that the use of extreme value information can not only enhance the explanatory power of volatility structures but also sort out the asymmetric volatility effect in the oil market besides investors can obtain extra benefits of between 72 and 713 annualized basis points by incorporating extreme value information into their asset allocation strategies less risk averse investors can generate higher benefits the empirical results have potentially important implications for asset allocation and risk management

a quality of play model of a professional sports league assuming that consumers value both the absolute and relative quality of play i compare the choice of ticket prices team qualities and number of games played in a noncooperative outcome versus that chosen by a social planner i find that the nature of consumer preferences regarding the quality of play determines whether the demand for talented players are strategic complements or substitutes a strong preference by fans for a superior team makes players strategic substitutes while a concern for a high quality of play and competitive balance make players strategic complements moreover when fans only value the relative quality of play there is an overemployment of talented players in the noncooperative outcome versus the socially optimal outcome when they only value the absolute quality of play then there is an underemployment of talented players in the noncooperative outcome jel l1 l2 l4 l83

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

smooth transition regime shifts and oil price dynamics abstract the interaction between rational hedgers and informed oil traders is parameterized and tested empirically with the help of a complex non linear smooth transition regime shift ccc garch procedure in spite of their gyrations futures price changes are usually self correcting well informed producers and consumers will ensure that crude oil prices and thus the prices of the corresponding futures contracts fluctuate within a long run equilibrium range determined by market fundamentals during a steep price upswing however shifts in positions in the futures markets by well informed optimizing agents that usually dampen price changes result in destabilizing positive feedback trading futures price changes that can be classified as speculative are due to destabilizing hedgers reactions to movements in the variability of the return of their covered cash position the paper provides in this way an innovative interpretation of the 2008 oil price bubble

when will occur the crude oil bubbles abstract in this paper we apply a recursive unit root test to investigate whether there exist multiple bubbles in crude oil price the method is best suited for a practical implementation of a time series and delivers a consistent date stamping strategy for the origination and termination of multiple bubbles the empirical result indicates that there exist six bubbles during 1986 2016 when the oil price deviate from its intrinsic value based on market fundamentals specifically oil price contains the fundamentals and bubble components the dates of the bubbles correspond to specific events in the politics and financial markets the authorities should actively fight speculative bubbles or just observe their evolutions and speculation activities may decrease which is favour of the stabilisation of the staple commodities including crude oil price these findings have important economic and policy implications to recognise the cause of bubbles and take corresponding measures to reduce the impact on the real economy cause of the fluctuation of crude oil price

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

financialisation oil and the great recession abstract this article addresses the role of world oil price hike of 2007 08 in serving to transform the financial and banking crisis into what is commonly referred to the great recession existing literature on the global crisis of 2007 09 tends to view it as a financial or banking phenomenon with analyses focusing mainly on state policies governance mechanisms and market dynamics in transforming the banking crisis of 2007 08 into the economic recession of 2008 12 13 although often attributing the global meltdown to wider phenomenon of financialisation rarely do existing perspectives delve into the role of the commodity sector in the global credit crunch in this paper we aim to fill this gap by inquiring into the role played by oil as a financial asset class in the political economy of the global crisis

the demand for rugby league evidence from causality tests during the last few years there has been an upsurge of interest in the determinants of the demand for professional team sports typically traditional demand estimation techniques are used to examine the determinants of attendance this paper attempts to show that the use of these techniques may be misleading existing studies implicitly or explicitly assume a direction of causality econometric estimation techniques are then applied to examine this direction of causality however no account is taken of possible spurious regression and time series properties of the data are not fully explored these omissions may have led to faulty policy recommendations in attempting to rectify traditional approaches this study will examine the time series properties of rugby league attendence and success prior to engaging in estimation

does the s p500 index lead the crude oil dynamics a complexity based approach abstract taking the complex property of nonlinear feedback connectivity into consideration the goal of this paper is to apprehend the interdependences between the financial and energy sectors our contribution is both theoretical and methodological we conduct a multivariate analysis employing nonlinear tools namely the partial transfer entropy and the asymmetric mackey glass causality test in particular we build a system comprising the petroleum complex crude oil gasoline and heating oil the s p500 index and the 1 month futures spot spread for crude oil by adopting a rolling window approach we observe a persistent lead lag relationship between the s p500 index and the market participants expectations for crude oil from 2004 to 2009 depending on the bubble period in the stock market it appears that the resulting coupling becomes subject to the deterioration of global economic activity induced by large common shocks

oil exploration and perceptions of scarcity the fallacy of early success abstract it has been suggested that oil exploration may lead to false perceptions of decreasing scarcity we perform a simulation of the exploration process using bayesian updating the approach enables us to isolate the information effect on the success rate and also to quantify the subjective expectation of the total resource size the area under exploration consists of a number of regions which may differ in their oil content exploration is performed with the goal to maximize the expected success rate the resulting information about the distribution of oil and the total resource size is assumed public knowledge a number of scenarios with variations in the dimensions of the area under exploration the oil distribution and initial beliefs are considered the results indicate that the information effect on the success rate is significant but brief it might have a considerable impact on price but is an unlikely mechanism behind a long term declining price trend however the information effect on expectations is gradual and persistent since exploration is performed in regions where the expected success rate is the highest the historical success rate will not be representative of the area as a whole an explorer will tend to overestimate the total resource size thereby suggesting an alternative mechanism for false perceptions of decreasing scarcity a mechanism that could be called the fallacy of early success

the demand for semi pro league football in malaysia 1989 91 a panel data approach this article arguments the literature on the demand for professional team sports by estimating a demand function for attendance at home matches in the malaysian semi pro football league mspfl between 1989 and 1991 a single equation demand attendance function based on a pooled cross section and time series panel data set of 399 games is estimated by ordinary least squares a fixed effects dummy variable covariance model and an error components model our findings confirm the importance of market size and championship prospects for the home team but not the visiting team as well as divisional status and star players the first match of the season and derby matches also increased attendance

u s stock returns and oil prices the tale from daily data and the 2008 2009 financial crisis abstract using daily data from january 1999 to december 2011 we examine u s stock returns s p 500 dow jones nasdaq and russell 2000 based on a wide range of information including equity vix volatility inflation expectations interest rates gold prices and the usd euro exchange rate the focus is on oil price returns which have been previously found to exert mostly negative effects on u s stock returns identifying the crisis of 2008 2009 as a significant period of economic contraction and subsequent recovery we check the stability of the stock oil relationship by garch and mgarch dcc models prior to the financial crisis stock returns are slightly negatively affected by oil prices and by the usd euro for the subsample of mid 2009 onwards however stock returns are positively affected by oil prices and a weaker usd euro as with inflation expectations we interpret these findings as u s stocks responding positively to expectations of recovery worldwide our proposed explanation is due to the changing correlation between stock markets and oil either by standard garch models or by mgarch dcc models allowing the implied correlation to vary over time

our fans in the north the demand for british rugby league this paper reports the results of estimating a single equation model of an attendance function for british rugby league over the seasons 1982 83 to 1990 91 the data are panel data covering virtually every team which played in the two division league over the nine year time period diagnostic tests indicate that the appropriate model is a semilog random effects model where the dependent variable is league attendance weighted by population the major results are as follows there are significant positive relationships between league attendance and various measures of team success although the direction of causality is moot team quality as proxied by the two divisions and the economic quality of team location as proxied by the unemployment rate but there is no discernible relationship between league attendance and either success in nonleague trophy competitions or measures of exceptional player quality

income inequality competitive balance and the attractiveness of team sports some evidence and a natural experiment from english soccer this chapter examines the relationship between financial inequality competitive balance and attendance at english professional league soccer it shows that while financial inequality among the clubs has increased competitive balance has remained relatively stable and match attendance appears unrelated to competitive balance a clearer test of the relationship is suggested by comparison with fa cup matches because income inequality is primarily driven by inter rather than intradivisional inequality the fa cup has been a much more unbalanced competition than the divisional championships attendance at fa cup matches relative to the corresponding league matches has fallen over the last 20 years

how do dynamic responses of exchange rates to oil price shocks co move from a time varying perspective abstract with globalization and financialization exchange rates could be sensitive to oil price shocks due to differences of exchange rate policy oil dependence status and other factors the responses of exchange rates to oil price shocks could be either similar or heterogeneous therefore in this paper we integrate a hybrid research framework to investigate the co movement of responses to oil price shocks of four major exchange rate of currencies included in the special drawing rights basket from january 2000 to september 2018 from a time varying aspect and considering the asymmetric effect of the oil price shocks the main results are as follows compared with the general oil price shocks unexpected oil price shocks could have greater influence on currency markets over time with the asymmetric effect happening only when extreme market situations and unexpected oil price shocks appear simultaneously pairwise exchange rates tend to move in either a negatively or a positively similar way rather than in an unrelated manner in 50 of the sampled market time the co movement situation of exchange rates response could be captured by specific small numbers of co movement modes with the euro us dollar usd and great british pound usd tending to co move in more stable manner and having the potential to serve as an early warning of risk while other pairwise exchange rates are characterized by time varying features

the economic design of sporting contests what is the optimal number of entrants in a race or the optimal number of teams in a baseball league what is the optimal structure of prizes for a golf tournament or degree of revenue sharing for a football championship how evenly balanced should the competing teams be in the nascar or formula one championships what is the maximum number of entrants per nation to the olympic games that should be permitted what quota of qualifying teams to the soccer world cup should be allocated to the developing nations

ethnicity productivity and salary player compensation and discrimination in the national hockey league the paper considers the impact of potential minority francophone american european ethnic language culture discrimination on salary determination in the national hockey league using player salary data for the 1989 90 season a regression model of salary determination is constructed which includes variables measuring productivity skills market structure and allows for several ethnic influences including minority discrimination ethnically shaped consumer preferences and reservation wages the basic conclusion is that wages are principally determined by productivity and market structure and the only evidence of discrimination is found in the ethnically influenced consumer preference of american as opposed to canadian teams

the relationship between oil prices and exchange rates revisiting theory and evidence abstract this paper reviews existing theoretical and empirical research on the relationship between oil prices and exchange rates we start with theoretical transmission channels which point to bi directional causality empirical research is classified and shows that the evidence varies substantially depending on sample country choice and empirical method yet there are some common patterns i strong links between exchange rates and oil prices are frequently observed over the long run and ii either exchange rates or oil prices are a potentially useful predictor of the other variable in the short run but the effects are strongly time varying we also identify some important avenues for future research

humps in the volatility structure of the crude oil futures market new evidence abstract this paper analyses the volatility structure of commodity derivatives markets the model encompasses hump shaped unspanned stochastic volatility which entails a finite dimensional affine model for the commodity futures curve and quasi analytical prices for options on commodity futures using an extensive database of crude oil futures and futures options spanning 21 years we find the presence of hump shaped partially spanned stochastic volatility in the crude oil market the hump shaped feature is more pronounced when the market is more volatile and delivers better pricing as well as hedging performance under various dynamic factor hedging schemes

the economic value of co movement between oil price and exchange rate using copula based garch models article i nfo the us dollar is used as the primary currency of international crude oil trading as such the recent substantial depreciation in the us dollar has resulted in a corresponding increase in crude oil prices in addition oil price and exchange rate returns have been shown to be skewed and leptokurtic and to exhibit an asymmetric or tail dependence structure therefore this study proposes dynamic copula based garch models to explore the dependence structure between the oil price and the us dollar exchange rate more importantly an asset allocation strategy is implemented to evaluate economic value and confirm the efficiency of the copula based garch models in terms of out of sample forecasting performance a dynamic strategy based on the cgarch model with the student t copula exhibits greater economic benefits than static and other dynamic strategies in addition the positive feedback trading activities are statistically significant within the oil market but this information does not enhance the economic benefits from the perspective of an asset allocation decision finally a more risk averse investor generates a higher fee for switching from a static strategy to a dynamic strategy based on copula based garch models

on the link between forward energy prices a nonlinear panel cointegration approach abstract this paper investigates the relationship between forward prices of oil gas coal and electricity using a nonlinear panel cointegration framework to this end we consider a panel of 35 maturities and control for the economic and financial environment using equity futures prices estimating the cointegrating relationship we find that oil gas and coal forward prices are positively linked while the negative link between oil and electricity prices is consistent with a substitution effect between the two energy sources on the long run estimating panel smooth transition regression pstr models we show that the forward oil price adjustment process toward its equilibrium value is nonlinear and asymmetric putting forward the key role played by self sustaining dynamics and speculation phenomena

oil and us dollar exchange rate dependence a detrended cross correlation approach abstract this paper examines the relationship between oil prices and the us dollar exchange rate using detrended cross correlation analysis for a wide set of currencies in the periods before and since the onset of the recent global financial crisis we characterized the oil price exchange rate relationship at different time scales and documented two main findings first the cross correlation analysis indicated that oil price exchange rate correlations were negative and low having in general lower values for longer time scales second negative dependence between oil and the us dollar increased after the onset of the global financial crisis for all time scales thereby providing evidence of both contagion and interdependence this empirical evidence has important implications for monetary and fiscal policies asset management and risk assessment

interaction between oil and us dollar exchange rate nonlinear causality time varying influence and structural breaks in volatility abstractthis article examines the nonlinear granger causality and time varying influence between crude oil prices and the us dollar usd exchange rate using the hiemstra and jones hp test the diks and panchenko dp test and the time varying parameter structural vector autoregression model by applying the iterated cumulative sums of squares icss algorithm and the dcc garch model the effects of structural breaks in volatility of the two markets are also investigated the empirical analysis indicates that first crude oil prices are the nonlinear granger cause of the usd exchange rate but not vice versa second the usd exchange rate exerts a stronger and more stable negative influence on crude oil prices in the short term and the influence gradually weakens after 2012 finally ignoring structural breaks can increase the negative volatility correlation between the oil and usd exchange rate markets which is particularly remarkable during the financial crisis

financial liquidity geopolitics and oil prices abstract this paper aims simultaneously to study the global dynamic relationship of oil prices financial liquidity and geopolitical risk on the one hand and the economic performance of oil exports dependent economies on the other global and country specific dynamics are studied together in a global vector autoregression gvar model that allows different lag structures for different variables in different countries global impulse response functions from the estimated model suggest that new waves of high oil prices are unlikely despite the likely continuation of high global financial liquidity and heightened geopolitical risk which had driven earlier episodes of very high oil prices with oil remaining at modest to low prices by recent historical standards we study the prospects for economic growth in oil export dependent economies through dramatic increases in domestic investment as planned under visions 2030 of some arab countries and conclude that unfortunately success is unlikely

technological learning in offshore wind energy different roles of the government offshore wind energy is a promising source of renewable electricity even though its current costs prevent large scale implementation technological learning has improved the technology and its economic performance already and could result in significant further improvements this study investigates how technological learning takes place in offshore wind energy and how technological learning is related to different policy regimes offshore wind energy developments in denmark and the united kingdom have been analysed with a technology specific innovation systems approach the results reveal that the dominant forms of learning are learning by doing and learning by using at the same time learning by interacting is crucial to achieve the necessary binding elements in the technology specific innovation system generally most learning processes were performed by self organizing entities however sometimes cultural and technical barriers occurred excluding component suppliers and knowledge institutes from the innovation system danish policies successfully anticipated these barriers and removed them therefore the danish policies can be characterized as pro active british policies shaped stable conditions for learning only therefore they can be characterized as active in the future barriers could hinder learning by interacting between the oil and gas industry the offshore wind industry and academia based on this study we suggest national and international policy makers to design long term policies to anticipate these barriers in order to contribute to technological learning

league level attendance and outcome uncertainty in u s pro sports leagues we extend the breakpoint literature regarding annual league level attendance and the impact of outcome uncertainty to the national basketball association national football league and national hockey league as our measures are different than past work on baseball we also apply our model to the american and national leagues attendance series for each league under consideration are not stationary overall but are stationary with break points no form of outcome uncertainty game play off or across seasons matters for attendance in hockey or baseball regardless of which game uncertainty variable is used under the measure of game uncertainty that recommends itself for football only play off uncertainty matters for attendance whether outcome uncertainty matters for basketball depends on the measure of game uncertainty situational similarities in the break points across leagues suggest general areas for future research jel l83 c22

rational destabilizing speculation positive feedback trading and the oil bubble of 2008 abstract this article examines how the interaction of different participants in the crude oil futures markets affects the crude oil price efficiency normally the commercial market participants such as oil producers and oil consumers act as arbitrageurs and ensure that the price of crude oil remains within the fundamental value range however institutional investors that invest in crude oil to diversify their portfolios and or hedge inflation can destabilize the interaction among commercial participants and liquidity providing speculators we argue that institutional investors can impose limits to arbitrage particularly during the financial crisis when the investment demand for commodities is particularly strong in support we show that commercials hedgers had significantly reduced their short positions leading to the 2008 oil bubble they were potentially aggressively offsetting their short hedges as a result by essentially engaging in a positive feedback trading commercial hedgers at least contributed to the 2008 oil bubble these findings have been mainly overlooked by the existing research

disentangling the determinants of real oil prices in this study we quantify the impacts of economic fundamentals and derivative market speculation on the real price of crude oil using a structural var with sign restriction we determine that oil demand from the us and china particularly the latter one plays a crucial role in oil price changes after the year 2000 the contribution of speculation does not exceed 10 of oil price variations in our sample period

correlations and volatility spillovers between oil prices and the stock prices of clean energy and technology companies abstract in this paper multivariate garch models are used to model conditional correlations and to analyze the volatility spillovers between oil prices and the stock prices of clean energy companies and technology companies four different multivariate garch models bekk diagonal constant conditional correlation and dynamic conditional correlation are compared and contrasted the dynamic conditional correlation model is found to fit the data the best and generates results showing that the stock prices of clean energy companies correlate more highly with technology stock prices than with oil prices on average a 1 long position in clean energy companies can be hedged for 20 cents with a short position in the crude oil futures market

risk appetite and oil prices abstract we demonstrate that oil prices and their volatility are no longer determined solely by real economic shocks to supply of and demand for oil but are also driven by shocks originating in the economic uncertainty and risk appetite of investors that prevail in the equity market the contribution of the latter factor has become particularly remarkable since the mid 2000s to establish these results we dismantle the squared vix index determined in the s p 500 options market into the conditional variance in stock returns to proxy for economic uncertainty and the equity variance risk premium to proxy for risk appetite using threshold garch structural vector auto regression and causality models we provide evidence about the link between risk appetite oil price returns and volatility furthermore investors appetite for risk drives changes in the ovx which measures perceptions about future oil volatility but not vice versa our results provide a better understanding of the relationship between oil the vix and its two proposed components in particular we show that changes in the risk appetite of investors are an important determinant not only for the price of equities but also for that of the most important energy resource oil

household electricity and gas consumption for heating homes energy consumption has been drastically changed because of energy source depletion price fluctuations development and penetration of alternative energy sources and government policies household energy sources are interrelated and energy price and household characteristics such as income level and dwelling size affect the usage to supply energy consistently and achieve a balance between production and consumption stakeholders must understand consumer energy consumption behavior therefore this study identifies household heating energy usage patterns and the substitutive and or complementary relationships between electricity and gas based on a multiple discrete continuous extreme value model household utility structure is identified from data on gas heating usage results show greater utility and the smallest satiation values for gas boilers than for electric heaters and electric heating beds the effects of consumer socioeconomic and environmental characteristics on the choice of heating energy sources were analyzed also for further comparison the respondents were split into high and low categories for income heating degree days dwelling size and gas usage gas was found to be the most economical heating choice for households

feedback traders and stock return autocorrelations evidence from a century of daily data the authors investigate whether the degree of autocorrelation shown by high frequency stock returns changes with volatility this may result from nontrading effects feedback trading strategies or variable risk aversion the authors results indicate that when volatility is low daily and hourly stock returns exhibit positive autocorrelation but when it is high returns exhibit negative serial correlation they also find an important asymmetry negative serial correlation is more likely after price declines this is consistent with price declines being more likely to induce positive feedback trading the authors also find no significant relation between margin requirements and the autocorrelation of returns copyright 1992 by royal economic society

the pricing of sports events do teams maximise profit a model of price setting behaviour by national hockey league teams based on the assumption of profit maximization is developed estimated and tested the model implies parameter restrictions across equations of a two equation simultaneous nonlinear econometric model tested by a likelihood ratio test and implies restrictions on the first and second derivatives of the revenue function tested with wald tests the results in large measure support the hypothesis that hockey teams are profit maximizers in contrast to some suggestions in the literature the analysis provides an attractive example of the potential of sports data for testing behavioural hypotheses in economics

speculative trading and oil price dynamic a study of the wti market abstract the aim of this paper is to study the oil price dynamic in west texas intermediate wti market in the us by using statistical and econometric tools we first attempt to identify the long term relationship between wti spot prices and the prices of futures contracts on the new york mercantile exchange nymex subsequently we model the short term dynamic between these two prices and this analysis points up several breaks on this basis a short term markov switching vectorial error correction model ms vecm with two distinct states standard state and crisis state has been estimated finally we introduce the volumes of transactions observed on the nymex for the wti contracts and we estimate the influence of the non commercial players we conclude that the hypothesis of an influence of non commercial players on the probability for being in the crisis state cannot be rejected in addition we show that the rise in liquidity of the first financial contracts as measured by the volume of open interest is a key element to understand the dynamics in market prices

bidirectional causality in oil and gas markets abstract do events in the natural gas market cause repercussions in the crude oil market this paper studies linkages between the two markets using high frequency intraday oil and gas futures prices by analyzing the effect of weekly oil and gas inventory announcements on price volatility we show a bidirectional causal relationship both inventory gluts and shortages have a cross commodity effect on price volatility not only for the next month nearby futures contract but also for the following six months contracts

using stockpile delegation to improve china s strategic oil policy a multi dimension stochastic dynamic programming approach abstract there has been much attention paid to oil security in china in recent years although china has begun to establish its own strategic petroleum reserve spr to prevent potential losses caused by oil supply interruptions the system aiming to ensure china s oil security is still incomplete this paper describes and provides evidence for the benefits of an auxiliary strategic oil policy choice which aims to strengthen china s oil supply security and offer a solution for strategic oil operations with different holding costs in this paper we develop a multi dimension stochastic dynamic programming model to analyze the oil stockpile delegation policy which is an intermediate policy between public and private oil stockpiles and is appropriate for the chinese immature private oil stockpile sector the model examines the effects of the oil stockpile delegation policy in the context of several distinct situations including normal world oil market conditions slight oil supply interruption and serious oil supply interruption operating strategies that respond to different oil supply situations for both the spr and the delegated oil stockpile were obtained different time horizons interruption times and holding costs of delegated oil stockpiles were examined the construction process of china s spr was also taken into account

crude oil commodity or financial asset abstract we examine the relation among daily returns to crude oil prices equity prices and commodity markets by modifying previous efforts in two important ways expanding the model to include the equity price for an oil producing firm conocophillips which ameliorates omitted variable bias and estimating the expanded model using the kalman filter which reduces uncertainty associated with ols estimates from rolling windows consistent with the notion of a commodity price beta for oil industry stocks there is a positive correlation between returns to the spot price of wti and conocophillips this correlation indicates not all price changes in crude oil are expected to persist indeed some of the price reductions associated with the asian financial crisis and the price increase associated with the 2008 price spike are not included in our estimate for long run prices in 2008 q4 the correlations between daily returns to crude oil and equities flip from negative to positive we hypothesize that this flip is triggered by a large reduction in interest rates in the fourth quarter of 2008 which is associated with a reduction in convenience yields and a change from backwardation to contango in futures markets these changes increase the returns to holding crude oil as a financial asset relative to holding oil as a commodity

oil price dynamics and speculation a multivariate financial approach abstract this paper assesses empirically whether speculation affects oil price dynamics the growing presence of financial operators in the oil markets has led to the diffusion of trading techniques based on extrapolative expectations strategies of this kind foster feedback trading that may cause considerable departures of prices from their fundamental values we investigate this hypothesis using a modified capm following shiller 1984 and sentana and wadhwani 1992 first a univariate garch 1 1 m is estimated assuming the risk premium to be a function of the conditional oil price volatility the single factor model however is outperformed by the multifactor icapm merton 1973 which takes into account a larger investment opportunity set analysis is then carried out using a trivariate ccc garch m model with complex nonlinear conditional mean equations where oil price dynamics are associated with both stock market and exchange rate behavior we find strong evidence that oil price shifts are negatively related to stock price and exchange rate changes and that a complex web of time varying first and second order conditional moment interactions affects both the capm and feedback trading components of the model despite the difficulties we identify a significant role played by speculation in the oil market which is consistent with the observed large daily upward and downward shifts in prices a clear evidence that it is not a fundamental driven market thus from a policy point of view given the impact of volatile oil prices on global inflation and growth actions that monitor speculative activities on commodity markets more effectively are to be welcomed

multiproduct pricing in major league baseball a principal components analysis the empirical analysis of multiproduct pricing suffers from a lack of clear theoretical guidance and appropriate data limitations which often render traditional regression based analyses impractical this paper analyzes ticket parking and concession pricing in major league baseball for the period 1991 2003 using a new methodology based on principal components which allows inferences to be formed about the factors underlying price variation without strong theoretical guidance or abundant information about costs and demand while general demand shifts are the most important factor they explain only half of overall price variation also important are price interactions that derive from demand interrelationships between goods and the desire to maximize the capture of consumer surplus in the presence of heterogeneous demand

location and survival in the national hockey league a model of professional sport franchises is introduced and used to explore the locational and other determi nants of profitability particular attention is paid to the effect of location on attendance market power and long run team quality whe n estimated using data for the national hockey league in 1977 78 the model indicates that location has an effect on each of these and tha t their combined effect on profitability is effective in explaining p rior and subsequent decisions concerning league expansion and franchi se relocation a number of other matters are also addressed includin g league arguments for antitrust exemption and league policies to res trict expansion copyright 1988 by blackwell publishing ltd

spatial competition and strategic firm relocation firms compete spatially for customers who have some degree of brand loyalty the number and attractiveness of the alternatives available to these customers dictates the level of competition facing firms in this study data on ticket pricing in four professional sports leagues are used to empirically examine the existence of spatial competition in sports and the impact of space on team relocations results allowing for structural breaks over time while using spatial autoregressive techniques suggest that sports franchises spatially compete when pricing their tickets and that spatial characteristics including the level of spatial competition have influenced the relocation of teams jel d40 l11 r30 l83

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

viewpoint measuring the well being of the poor with income or consumption a canadian perspective there is a long tradition of using consumption measures derived from statistics canada s household expenditures surveys to study material well being inequality and poverty we offer an introduction to this research income and consumption measures give different pictures of the patterns of material well being in canada but the differences are not as large as in the us we also provide a comparison to meyer and sullivan s results on data quality canadian expenditure surveys are of high quality unique aspects of these surveys variation in quality control measures over time and the possibility of comparing to income tax data provide important insights into the quality of survey data on income and consumption il existe une longue tradition d utilisation de mesures de consommation derivees de l enquete des depenses des menages de statistiques canada pour mesurer le bien etre materiel l inegalite et la pauvrete les auteurs presentent ces recherches les mesures de revenus et de consommation donnent des portraits differents des patterns de bien etre materiel au canada mais les differences ne sont pas aussi importantes qu aux etats unis on presente une comparaison avec les resultats de meyer et sullivan sur la qualite des donnees les enquetes sur les depenses sont de haute qualite au canada certains aspects uniques de ces enquetes variation dans les mesures de controle de qualite dans le temps et possibilite de comparer les donnees derivees des rapports d impot sur le revenu fournissent des apercus importants sur la qualite des donnees d enquetes sur le revenu et la consommation canadian economics association

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

estimating a third order translog using canadian cross sectional micro data a third order translog is estimated using canadian cross sectional micro data stratified by four family sizes third order terms and family size are found to be statistically important explanatory variables homogeneity and symmetry restrictions are also rejected for the third order translog the translog and the almost ideal demand system directions for future research implied by these results include conditioning the third order translog on more demographic variables or relaxing some aggregation conditions imposed in the model used here