impacts of opec s political risk on the international crude oil prices an empirical analysis based on the svar models abstract the impacts of opec s political risk on the fluctuations of international crude oil prices have caused widespread concern and analyzing the impacts is of great significance to the investment decisions and risk aversion strategies in the crude oil markets therefore using the international country risk guide icrg index as a proxy for the countries political risk situation we empirically investigate the impacts of opec s political risk on the brent crude oil prices based on several structural vector autoregression svar models the main empirical results indicate that 1 the political risk of opec countries does have a significant and positive influence on brent crude oil prices in the sample period from january 1998 to september 2014 and the most significant positive influences appear in about one and a half year and last about a year 2 opec s integrated political risk contributes to 17 58 of the oil price fluctuations in the sample period which is only lesser than that of the oil demand shocks 34 64 3 compared with the political risk of opec countries in north africa and south america the political risk of opec countries in the middle east contributes most to the oil price fluctuations 4 among the eight components of the political risk in opec the internal conflicts contribute most to the oil price fluctuations in the sample period

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

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

the returns and forecasting ability of large traders in the frozen pork bellies futures market using settlement prices and nine years of daily commitments for large reporting traders in the frozen pork bellies futures market the authors find that these traders generate significant profits and the distribution of trader returns over time is not random further analysis finds that a subset of large elite traders possesses significant forecasting ability indicating that they not only are able to consistently anticipate the direction of price changes but are also on the right side of the market when large price changes occur hence certain futures market traders accumulate trading experience and knowledge permitting them to accrue considerable wealth copyright 1994 by university of chicago press

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

every minute counts in financial markets abstract this paper represents an introductory study of ultra high frequency minuute by minute data for forex spot rates bid ask reuters quotes on three days autumn 1987 the frequency of price revision size of spread and statistical characteristics are measured the series exhibit time varying leptokurtosis unit roots and first order negative correlation the latter especially in disturbed jumpy markets the effect of time aggregation on these characteristics is examined and variance ratios are analyzed multivariate analysis revealed significant relationships between lagged exchange rates both the own rate and the key deutsche mark us dollar rate and the current spot rate

trading patterns and prices in the interbank foreign exchange market the behavior of quote arrivals and bid ask spreads is examined for continuously recorded deutsche mark dollar exchange rate data over time across locations and by market participants a pattern in the intraday spread and intensity of market activity over time is uncovered and related to theories of trading patterns models for the conditional mean and variance of returns and bid ask spreads indicate volatility clustering at high frequencies the proposition that trading intensity has an independent effect on returns volatility is rejected but holds for spread volatility conditional returns volatility is increasing in the size of the spread there is a growing body of theoretical studies on the pattern of trading activity in financial markets with implications for the time series behavior of transactions prices and intensity of trading the empirical literature addressing similar concerns using intraday market data appropriate for such tasks is sparse particularly in the area of the trading of currencies the purpose of this paper is to examine both international patterns of intraday trading activity and the time series properties of returns and bid ask spreads for the deutsche mark dollar exchange rate in the interbank foreign exchange market the goal is to provide information useful in the further development of market microstructure models of trading and to compare empirical findings against theoretical results already in existence the foreign exchange market is in operation twenty four hours a day seven

population size individual choice and social optima optimal population size when fertility is endogenous is considered in relation to two social welfare criteria a benthamite and a millian and in relation to purely individualistic maximization of utility in the current generation the authors show that a tax subsidy scheme involving child allowances and subsidies to future generation consumption can be found to support a social optimum through individual choice a general proof that the optimal population size according to the benthamite criterion is always larger than that given by the millian criterion is presented but it is shown that no general conclusions about the size of the population under laissez faire are possible excerpt

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

are there exploitable inefficiencies in the futures market for oil if the crude oil futures market is not efficient in the fama sense profitable trading opportunities may exist this paper uses an artificial neural network model with moving average crossover inputs to predict price in the crude oil futures market the predictions of price are used to construct buy and sell signals for traders compared to those of benchmark models cumulative returns year to year returns returns over a market cycle and sharpe ratios all favor the ann model by a large factor the significant profitability of the ann model casts doubt on the efficiency of the oil futures market

option prices as predictors of equilibrium stock prices the black scholes option pricing model modified for dividend payments is used to calculate jointly implied stock prices and implied standard deviations a comparison of the implied stock prices with observed stock prices reveals that the implied prices contain information regarding equilibrium stock prices that is not fully reflected in observed stock prices the implications of this finding are discussed this study investigates the role of call option prices as predictors of the equilibrium prices of their underlying stocks using the black scholes 3 bs model previous tests of the bs model have shown that the formula is highly successful in explaining the observed market prices of options see black and scholes 2 galai 8 chiras and manaster 6 and macbeth and merville 12 according to the model the option price is a function of the current value of the underlying stock the instantaneous variance of the stock s rate of return the time to maturity of the option the risk free rate of interest and the exercise price of the option 1 given an observed option price and known values of all input parameters to the bs model except the stock price one can determine the price of the underlying stock that equates the observed option price to its calculated value it follows from the underlying logic of the model that the implied price is the value of the underlying stock for which a continuously revised option bond portfolio would be a perfect substitute for the stock hence if options are actually priced according to the model implied stock prices will be the option market s assessment of equilibrium stock values previous empirical studies have assumed that observed stock prices are the relevant stock prices for option valuation however just as stock prices may differ in the short run from one exchange to another i e nyse midwest

inflation capital taxation and housing the long run in a small open economy this paper deals with the consequences of inflation and capital income taxes for the accumulation of wealth in a small open economy with a housing sector particular attention is paid to the incentive and intergenerational redistribution effects stemming from the interaction of inflation and capital income taxation and to portfolio shifts between housing assets and other assets the authors find that the intergenerational distribution effects and the incentive effects on overall savings tend to offset and sometimes even to dominate several of the expected interasset substitution effects of a change in inflation and capital taxes

the impact of language ability on employment and earnings of britain s ethnic communities the fourth national survey of ethnic minorities contains useful information about the language ability of britain s non whites as well as a wealth of comparative information for whites the paper attempts to establish how much of the lower unemployment and higher earnings enjoyed by whites is the result of a comparative advantage in language language is shown to contribute to a part of the non white disadvantage but after language effects are removed non whites males still have higher unemployment rates and lower earnings language disadvantage among non white females leads to higher inactivity rates rather than more unemployment

calibrating an algorithm for estimating transactions from fxfx exchange rate quotes abstract in this paper we investigate the efficiency of a class of transaction generating algorithms originally suggested in bollerslev and domowitz 1993 our comparison utilizes real transaction data recorded over reuters d2000 2 electronic broking system for 7 h in june 1993 and transaction data generated from fxfx quotations over an identical period results suggest that at this high frequency data sampling the performance of these transaction generating algorithms is poor with the most likely explanation of this outcome due to the high frequency characteristics of fxfx spreads and quotation intensity

round the clock market efficiency and home bias evidence from the international japanese government bonds futures markets abstract this paper examines how information is processed between almost identical international futures markets london liffe and tokyo tse jgb futures in these markets variations in open to open changes are virtually the same as those of close to close changes suggesting that information is transmitted efficiently across markets with small opening pricing errors the overall results confirm market efficiency around the clock yet the intraday u shaped patterns in volume volatility of the london jgb futures suggest home bias in international investments indicating a less global view of trading than expected specifically at the liffe open london investors rush to rebalance portfolios instead of doing so at the tse close which is only one hour before the liffe opens

born in britain how are native ethnic minorities faring in the british labour market in spite of the 40 years that have passed since legislation was first introduced to combat racial discrimination british born ethnic minorities fare little better than their immigrant parents in the uk labour market

the ethnic wage gap and employment differentials in the 1990s evidence for britain abstract it is twenty years since britain passed legislation to combat racial discrimination despite this britain s nonwhite ethnic minorities still appear to face substantial amounts of discrimination in the labour market unemployment is particularly severe

the inefficiency of reuters foreign exchange quotes abstract reuters foreign exchange fxfx page is the world wide predominant information source to foreign exchange traders in this study we compare the indicative spot exchange rate quotes from reuters with their matching futures exchange rates from the chicago mercantile exchange we find that the indicative quotes on reuters fxfx page are inefficient and could be improved by incorporating information from the futures market this casts doubt on the way banks determine these quotes as well as on the informational content of these quotes as an indicator of the current exchange rate

consolidation fragmentation and market performance this paper studies the impact of market consolidation or fragmentation on its performance examining four alternative models of exchange a consolidated clearing house fragmented clearing houses a monopoly dealer market and an interdealer market the effects of the market mechanism on the expected quantity traded the price variance faced by individual traders the quality of market price signals the expected gains from trade and the exchange implementation costs are studied

native immigrant wage differentials and occupational segregation in the greek labour market this article explores native immigrant wage differentials in the greek labour market data from the most recent greek household budget survey 2004 05 were employed four alternative occupational categories were considered and occupational choice was explicitly modelled controlling for occupational selectivity occupation specific wage regressions for representative samples of employed native and immigrant workers were estimated and an augmented decomposition technique was utilized to analyse inter and intra occupation wage differentials the obtained results demonstrate that roughly 48 of the average wage differential cannot be explained by differences in observed characteristics and that the larger component of this unexplained part is due to asymmetrical occupational access by native and immigrant workers

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

drought ethanol and livestock abstract the 2012 drought in the u s midwest resulted in volatile crop prices with field crops constituting a major input in livestock production livestock producers sought a waiver to renewable fuel standard biofuel mandates they believed such a waiver would mitigate crop price volatility given crops are major inputs in biofuel production the u s environmental protection agency epa denied the waiver under the belief that the waiver would have minimal if any impact on mitigating price volatility employing a vecm the objective is to investigate if it was prudent for the epa to reject the waiver results generally support epa s conclusion that the waiver relaxing the biofuel mandate would have minimal impact

liquidity commonality in commodities abstract we examine liquidity commonality in commodity futures markets using data from 16 agricultural energy industrial metal precious metal and livestock commodities we show there is a strong systematic liquidity factor in commodities liquidity commonality was present in 1997 2003 when commodity prices were relatively stable and during the recent boom there is some support for both supply side and demand side explanations for this commonality we find no evidence of a consistent link between stock and commodity liquidity in general energy commodities appear to provide a better hedge against equity market liquidity risk than the other commodity families

tail events a new approach to understanding extreme energy commodity prices abstract this paper shows that extreme energy price changes located in the 10 tails of the distribution cluster across energy futures markets during the boom bust cycle of 2006 to 2012 using multinominal logit regressions we find that the coincidence of such tail events cannot be explained solely by common supply and demand fundamentals instead we provide evidence that the transmission of extreme price changes occurs through a financial demand channel specifically changes in the net long position of hedge funds are associated with a significant increase in the probability of coincident large positive and negative returns across energy markets evidence that index investments drive tail events is limited further we identify adverse shocks to speculator funding liquidity as determinant of synchronized price drops across energy markets the likelihood of extreme negative returns in more than one market significantly increases when the ted spread rises

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

income taxes and housing this paper presents new estimates of the distributional impact of special income tax provisions relating to housing it also discusses possible secondary effects of these tax factors resulting from adjustments in the returns to capital shifts in investment and changes in the housing stock the tax benefits to homeowners are shown to be

the dynamics of stock index and stock index futures returns in rational efficiently functioning markets the returns on stock index and stock index futures contracts should be perfectly contemporaneously correlated this study investigates the time series properties of 5 minute intraday returns of stock index and stock index futures contracts and finds that sp however the effect is not completely unidirectional with lagged stock index returns having a mild positive predictive impact on futures returns

news announcements and price discovery in foreign exchange spot and futures markets abstract this paper studies competition in price discovery between spot and futures rates for the eur usd and jpy usd markets around scheduled macroeconomic announcements using both the information shares approach and the common factor component weight approach for futures prices from the chicago mercantile exchange cme as well as deal prices from spot trading on the electronic broking services ebs we gauge how foreign exchange spot and futures markets respond to news surprises the results show that the spot rates provide more price discovery than do the cme futures rates overall however the contribution of the futures rates to price discovery increases in the time surrounding macroeconomic announcement releases

the normative and positive aspects of the taxation of imputed rent on owner occupied housing received july 1983 revised version received march 1984 1 introduction this paper is concerned with two basic issues associated with the special income tax treatment of owner occupied housing the first is the effect of this policy on resource allocation and in particular on the rate of productive capital accumulation i e capital accumulation which contributes to the increase of the marginal and average product of labor the rate of total capital accumulation productive and residential capital and consequently on the interest rate and the wage rate the second is whether this policy can or cannot be consistent with some notions of optimality the income tax treatment of owner occupied housing is considered in the existing literature to be discriminatory in favoring this type of capital accumulation versus rental housing and productive capital such a discrimin ation is believed to attract resources from the rental housing and productive capital to owner occupied housing and thus to distort resource allocation however the literature is mainly concerned with the impact of the preferen tial treatment of owner occupied housing on income distribution the total loss of welfare and the owner occupied versus the rental market shares see for example laidler 1969 shelton 1970 aaron 1970 white and white 1977 weiss 1978 rosen 1979 and henderson and ioannides 1983 the long run impact of this policy on the allocation of resources between housing and productive capital and on the total supply of capital are only casually analyzed for example although aaron 1970 recognizes the possibility that the tax benefits to homeowners may affect the total supply of savings in his main analysis he assumes that this supply is unaffected by this financial assistance from the foerder institute for economic research is gratafully acknowledged

the short run dynamics of the price adjustment to new information we examine how prices in interest rate and foreign exchange futures markets adjust to the new information contained in scheduled macroeconomic news releases in the very short run using 10 second returns and tick by tick data we find that prices adjust in a series of numerous small but rapid price changes that begin within 10 seconds of the news release and are basically completed within 40 seconds of the release there is some evidence that prices overreact in the first 40 seconds but that this is corrected in the second or third minute after the release while volatility tends to be higher than normal just before the news release there is no evidence of information leakage in our analysis we correct for the biases created by bid ask spreads and tick by tick data

the temporal price relationship between s p 500 futures and the s p 500 index this paper empirically examines the intraday price relationship between s p 500 futures and the s p 500 index using minute to minute data three stage least squares regression is used to estimate lead and lag relationships with estimates for expiration days of the s p 500 futures compared with estimates for days prior to expiration the results suggest that futures price movements consistently lead index movements by twenty to forty five minutes while movements in the index rarely affect futures beyond one minute

segmentation and time of day patterns in foreign exchange markets abstract this paper sheds light on a puzzling pattern in spot foreign exchange markets domestic currencies appreciate depreciate systematically during foreign domestic working hours this phenomenon spans many years and several exchange rates and overrides calendar effects we argue that it is mainly due to liquidity and inventory patterns that emerge from the combination of two factors domestic agents tend to be net buyers of foreign currency and to trade mostly in their country s working hours the prevalence of domestic foreign traders demanding the counterpart currency during domestic foreign working hours implies sell price buy price pressure on the domestic currency during domestic foreign working hours

new evidence on pay gap between men and women in turkey abstract this paper studies gender wage differentials between men and women in turkey i find that the estimated wage gap between men and women in turkey is almost entirely explained by labor market discrimination toward women

staying on in full time education reasons for higher participation rates among ethnic minority males and females individuals from ethnic minorities have a greater tendency to stay on in full time education beyond the compulsory age there are however wide variations between groups and the paper explores the role for human capital considerations such as earnings and increased employability in this choice economic considerations and socioeconomic background are found to be important but there is evidence for a separate ethnicity effect influencing choice the method used is to fit a joint leaving and employment equation for males and females aged 18 24 using combined micro data from the british labour force survey and the sample of anonymized records from the 1991 census

a further analysis of the lead lag relationship between the cash market and stock index futures market the intraday lead lag relation between returns of the major market cash index and returns of the major market index futures and s p 500 futures is investigated empirical results show strong evidence that the futures leads the cash index and weak evidence that the cash index leads the futures the asymmetric lead lag relation holds between the futures and all component stocks including those that trade in almost every five minute interval evidence indicates that when more stocks move together market wide information the futures leads the cash index to a greater degree this suggests that the futures market is the main source of market wide information article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

testing for market timing ability abstract in this paper we examine the henriksson merton test of market timing and its potential usefulness in evaluating investment advice the paper proposes a natural extension of the test that is valid under more general assumptions about the distribution of asset returns we show that the henriksson merton test and its more general counterpart are special cases of standard tests of market rationality and efficiency both tests are applied to a group of foreign exchange advisory services

how markets process information news releases and volatility we examine the impact of scheduled macroeconomic news announcements on interest rate and foreign exchange futures markets we find these announcements are responsible for most of the observed time of day and day of the week volatility patterns in these markets while the bulk of the price adjustment to a major announcement occurs within the first minute volatility remains substantially higher than normal for roughly fifteen minutes and slightly elevated for several hours nonetheless these subsequent price adjustments are basically independent of the first minute s return we identify those announcements with the greatest impact on these markets we examine the impact on interest rate and foreign exchange markets of scheduled macroeconomic news releases such as the employment report the consumer price index cpi and the producer price index ppi many market participants believe that such announcements have a major impact on financial markets indeed a small industry devoted to predicting the figures to be released in upcoming releases has evolved in recent years with the exception of the weekly money supply figures however the impact of such announcements on financial markets has received scant attention 1 this is doubly surprising given the considerable research interest in market volatility since these news releases are a potential source of much of this volatility consider for instance figure 1 as shown there prices in interest rate and foreign exchange futures markets are much more volatile between 8 30 and 8 35 a m eastern time et than during any other five minute trading period including

which way the natural gas price an attempt to predict the direction of natural gas spot price movements using trader positions abstract this research provides a method of predicting direction of spot price movements in the natural gas market for the month succeeding from market participants positions in the futures market cumby and modest cumby r e modest d m 1987 testing for market timing ability a framework for forecast evaluation journal of financial economics 19 169 189 provide the backdrop for analyzing the futures market positions of large hedgers and speculators to arrive at conclusions of market price movements in the spot market this methodology is suggested as a means for municipalities entering the natural gas market to improve upon their ordering of quantities of gas for the ensuing months in order to take advantage of possibly foreseeable price trends

the economic situation of first and second generation immigrants in france germany and the united kingdom a central concern about immigration is the integration into the labour market not only of the first generation but also of subsequent generations little comparative work exists for europe s largest economies france germany and the uk have all become perhaps unwittingly countries with large immigrant populations albeit with very different ethnic compositions today the descendants of these immigrants live and work in their parents destination countries this article presents and discusses comparative evidence on the performance of first and second generation immigrants in these countries in terms of education earnings and employment it is widely believed that many european countries have a serious problem with the integration of immigrants and their children leed 2006 many northern european countries have accumulated sizeable populations of immigrants but the lack of longterm strategies and policies to integrate these into societal structures and the labour market is often cited as one reason for social and economic exclusion of the children of these immigrants in the past decade southern european countries such as spain and italy have experienced similar if not larger immigrations than the large northern european economies france germany and the uk in the late 1950s to early 1970s again it seems that there is little thought devoted to long term strategies for immigrants and their descendants the experience of those countries that had large scale immigration in the last half of the twentieth century should be of importance for devising future immigration and integration policies however there is rather little hard evidence in the literature about the relative position of immigrants and their descendants in these countries in a manner that allows comparisons to be made in this article we aim to provide a comparative study of a number of outcomes education earnings and employment of both first and second generation immigrants of different origins in the three largest european economies france germany and the uk

arbitrage cointegration and testing the unbiasedness hypothesis in financial markets we use a no arbitrage cost of carry asset pricing model to show that the existence of coin tegration between spot and forward futures prices depends on the time series properties of the cost of carry we argue that the conditions for cointegration are more likely to hold in currency markets than in commodity markets explaining many of the empirical results in the literature we also use this model to demonstrate why the forward rate forecast error the basis and the forward premium are serially correlated and to develop econometric tests ofthe unbiasedness hypothesis sometimes called the simple efficiency hypothesis in various financial markets the unbiasedness hypothesis is so prevalent in the finance liter ature that many tests for it have been developed we examine four of the common tests and and use our cointegration results to demonstrate why each of these tests should reject the null hypothesis of unbiasedness we find strong support for our hypothesis in the existing empirical literature

price discovery in oil markets a time varying analysis of the 1990 1991 gulf conflict abstract this study examines the behaviour of crude oil spot and futures markets in the uk and usa during the 1990 1991 gulf conflict the objective is to investigate the relative ability of spot and futures markets to impound information this is achieved with the use of a generalized model of price discovery which represents a synthesis of the two most commonly used methodologies in its field emphasis is placed on the time varying nature of price discovery relationships results indicate that such relationships are strongly temporal these findings offer new insights into the nature of relationships between spot and futures markets

effect of inventory announcements on crude oil price volatility abstract this paper examines the behavior of crude oil futures price volatility and investigates how the eia weekly crude oil inventory reports announcements especially information shocks impact crude oil price movement and volatility this study focuses on inventory information shocks using a new measure rather than on inventory changes themselves the empirical results reveal that inventory information shocks rather than actual inventory changes negatively affect crude oil returns on the day the eia releases the inventory information although inventory shocks have no effect on daily conditional variance which mainly follows a garch 1 1 process to test the robustness of our model we re estimate the models for three subsamples according to all results we find that the effect of inventory shocks is weakened in rapid growth periods and disappears in steep fall markets

modelling futures price volatility in energy markets is there a role for financial speculation this paper models volatility in four energy futures markets adopting garch models the variance equation is enriched with alternative measures of speculation based on cftc data the market share of non commercial traders the working s t index and the percentage of net long positions of non commercials over total open interest in future markets it also includes a control for market liquidity we consider four energy commodities light sweet crude oil heating oil gasoline and natural gas over the period 2000 2014 analysed at weekly frequency we find that speculation presents a negative and significant sign the robustness exercise shows that i results remain unchanged through different model specifications garch in mean egarch and tarch ii results are robust to different specifications of the mean and variance equation

english deficiency and the native immigrant wage gap using the interaction of language of country of birth and age at arrival as instruments we find strong evidence of a causal effect of english as additional language eal on the native immigrant wage gap for male employees in the uk

luck versus forecast ability determinants of trader performance in futures markets statistical techniques are used to demonstrate that the fortunes of individual futures traders are determined by luck not forecast ability even though a large number of traders appear to exhibit significantly superior forecast ability the investigation strongly supports three conclusions there are fewer participants with significantly superior skill than expected if participants trade randomly there are more traders exhibiting no skill than expected if participants trade randomly and forecast ability is not correlated over time superior forecasters in the early period are only average forecasters in the later period therefore it is luck that determines trader performance copyright 1991 by university of chicago press

price discovery in the foreign exchange market an empirical analysis of the yen dmark rate abstract using reuters exchange rate data we investigate the dynamic relations between the direct quotes of the yen dmark rate and the rate implied by yen dollar and dmark dollar rates since these high frequency data are observed at irregular intervals technical problems arise in calculating auto correlations and cross correlations we propose a covariance estimator for irregularly spaced data the empirical results show lagged adjustment of the direct yen dmark cross rate to changes in the dollar implied rate however since the dollar implied rate is extremely noisy substantial price discovery takes place through the direct yen dmark market especially during the most busy parts of the day

economics and identity this paper considers how identity a person s sense of self affects economic outcomes we incorporate the psychology and sociology of identity into an economic model of behavior in the utility function we propose identity is associated with different social categories and how people in these categories should behave we then construct a simple game theoretic model showing how identity can affect individual interactions the paper adapts these models to gender discrimination in the workplace the economics of poverty and social exclusion and the household division of labor in each case the inclusion of identity substantively changes conclusions of previous economic analysis

stock index futures does the tail wag the dog the increase in program trading based on a comparatively narrow blue chip stock market barometer the major market index mmi is said to be fueling volatile price swings in the stock market a case of the tail wagging the dog the mmi is a price weighted index of 20 very actively traded stocks 16 of which are included in the dow jones 30 industrials because of its relatively small size the mmi is expected to be more easily arbitragible than other stock index futures contracts basically program trading involves taking a position long or short in a portfolio of stocks comprising the index and simultaneously taking an opposite position in the index futures contracts the objective of the program trade is to create a risk free position that earns a return in excess of the currently available risk free return program trades may move both the futures and the spot market the chain of causality may work as follows 1 investors believe the stock market will rise and they purchase futures contracts in expectation of higher equity values the purchase of the contracts is preferable to the purchase of the underlying stocks because it entails no initial investment and lower transaction costs 2 the rise in futures prices causes an imbalance between the prices of the futures and the underlying index as this premium between futures and index increases it may become profitable to execute a program trade 3 the simultaneous sale of futures and purchase of the underlying index will cause the premium between the futures and index to shrink changes in factors such as interest rates can also affect the equilibrium relation between the index price and the futures price thereby changing the premium or discount between the two markets program traders can take advantage of any change in the spread between the markets it does not matter what causes the change in spreads whether internal factors such as changes in investor expectations or external factors such as interest rate changes all program trading does is to bring cash and futures prices together the program trade may be an essential mechanism that ensures that futures prices and underlying equity prices are efficiently determined and that the hedging effectiveness of the futures contracts is reliable to date most of the literature on the impact of futures trading on the cash market has focused on changes in spot price volatility because of the initiation or cessation of futures trading a common conclusion of these studies is that the futures market has a smoothing effect on the cash market stabilizing the spot price the recent uproar engendered by the triple witching hour and the so called crises at expiration brings into question the smoothing influence that futures have on the underlying index 2 if the market is efficient prices adjust instantaneously to reflect all relevant information and knowledge of such information cannot lead to excess risk adjusted returns the central concept in the efficient market hypothesis is the fair game model 3 a sequence of past returns over time is a fair game if today s price reflects the then available information making it impossible to earn excess risk adjusted returns by trading on that information if the information set today contains all the information known and used by the market participants in the spot market in determining the spot price one of the components of the information set is the previous change in the price of futures contracts 4 does the tail wag the dog the financial press and the sec have answered this question in the affirmative 5 this note investigates the impact of the futures market on the spot market by evaluating the relation between index futures price changes and subsequent spot index price changes in addition we evaluate the degree to which the expiration of the futures contract affects the underlying index

the effectiveness of position limits evidence from the foreign exchange futures markets abstract this study considers the effects of the relative size of hedger and speculator open interests and the potential impact of implementing position limits on the price discovery process in both jpy usd and eur usd futures markets hedging trading exerts a negative impact regardless of its size on price discovery in futures markets hedgers are less likely to be information motivated so their trading uniformly delays the price discovery process however there is a positive and nonlinear impact of speculators trade size on price discovery the contribution of which depends on the relative size of the speculative open interest contrary to conventional wisdom among regulators speculative trading does not harm the market in terms of market efficiency as long as the percentage of speculators open interest is below an endogenously determined threshold approximately 20 for eur usd and 16 3 for jpy usd speculative trading even improves futures market efficiency

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

trading on mean reversion in energy futures markets abstract we study whether simple technical trading strategies enjoying large popularity among practitioners can be employed profitably in the context of hedge portfolios for crude oil natural gas gasoline and heating oil futures the strategies tested are based on mean reverting calendar spread portfolios established with dynamic hedge ratios entry and exit signals are generated by so called bollinger bands the trading system is applied to twenty two years of historical data from 1992 to 2013 for various specifications taking transaction costs into account the significance of the results is evaluated with a bootstrap test in which randomly generated orders are compared to orders placed by the trading system whereas we find most combinations involving the front month and second month futures to be significantly profitable for all commodities tested the best results for the risk adjusted sharpe ratio are obtained for wti crude oil and natural gas with sharpe ratios in excess of 2 for most combinations and a rather smooth performance for all calendar spreads based on our results there is a serious doubt whether energy futures markets can be considered weakly efficient in the short term

the impact of energy derivatives on the crude oil market we examine the effects of energy derivatives trading on the crude oil market there is a common public and regulatory perception that derivative securities increase volatility and can have a destabilizing effect on the underlying market consistent with this view we find an abnormal increase in volatility for three consecutive weeks following the introduction of nymex crude oil futures while there is also evidence of a longer term volatility increase this is likely due to exogenous factors such as the continuing deregulation of the energy markets subsequent introductions of crude oil options and derivatives on other energy commodities have no effect on crude oil volatility we also examine the effects of derivatives trading on the depth and liquidity of the crude oil market this analysis reveals a strong inverse relation between the open interest in crude oil futures and spot market volatility specifically when open interest is greater the volatility shock associated with a given unexpected increase in volume is much smaller

information shares in the us treasury market abstract this paper highlights the previously neglected role of the futures markets in us treasury price discovery the estimates of 5 and 10 year govpx spot market information shares typically fail to reach 50 from 1999 on the govpx information shares for the 2 year contract are higher than those of the 5 and 10 year maturities but also decline after 1998 relative bid ask spreads number of trades and realized volatility are statistically significant and explain up to 21 of daily information shares in roughly 1 4 of cases when public information is released the futures market gains information share but macroeconomic announcements rarely explain information shares independently of liquidity

the october 1987 s p 500 stock futures basis five minute changes in the s p 500 index and futures contract are examined over a ten day period surrounding the october 1987 stock market crash since nonsynchronous trading problems are severe in these data new index estimators are derived and used the estimators use the complete transaction history of all 500 stocks nonsynchronous trading explains part of the large absolute futures cash basis observed during the crash the remainder may be due to disintegration of the two markets even after adjustment for nonsynchronous trading the index displays more autocorrelation than does the futures and the futures leads the index

the third oil price surge what s different this time the period from 2003 to 2008 was marked by an oil price increase comparable to the two oil price crises in the 1970s this paper looks in detail at the situation of the oil price crises 30 years ago and compares them along various aspects on the demand and supply side with the recent price increase to identify similarities and differences while both oil price crises in 1973 and 1979 1980 were ultimately caused by supply actions of members of the organisation of petroleum exporting countries opec all three oil price crises were preceded by high demand growth other aspects that favoured a high oil price in all three cases were low investments in new oil fields as a consequence low spare capacity and a weak us dollar in addition the recent oil price surge has been characterised by a high global refinery utilisation and refineries that did not adapt fast enough to the rising demand for lighter oil products moreover broader geopolitical uncertainties combined with risks associated with the oil trade helped push the oil price into a triple digit zone speculation played only a limited and temporary role in accelerating price movements during the recent price increase

the decline of private sector unionism and the gender wage gap between 1973 and 1988 private sector unionism fell by 9 5 percentage points more for men than women and the gender wage gap one minus the ratio of female to male wages decreased by 09 these trends support two findings first unionism fell more slowly for women primarily because the probability of unionism fell most rapidly in jobs dominated by males second the greater decline in unionism among males is responsible for approximately one seventh of the 09 decline in the gender wage gap

common nonstationary components of asset prices abstract portfolio separation in a multi period general equilibrium context implies that asset prices are collinear in economies that do not exhibit separation but that move close to separation approximate collinearity or cointegration emerges as a statistical model of actual data a new test for cointegration is proposed it is based on time series canonical correlation analysis and solves the problem of unidentified parameters under the null hypothesis and of identification of the cointegrating vectors when more than two time series are investigated an empirical analysis of prices of five size based portfolios and five industry based portfolios of common stock reveals substantial evidence of cointegration

intraday price change and trading volume relations in the stock and stock option markets this study investigates intraday relations between price changes and trading volume of options and stocks for a sample of firms whose options traded on the cboe during the first quarter of 1986 after purging the price change series of the effects of bid ask spreads multivariate time series analysis is used to estimate the lead lag relation between the price changes in the option and stock markets the results indicate that price changes in the stock market lead the option market by as much as fifteen minutes the analysis of trading volume indicates that the stock market lead may be even longer the intense trading activity in and in fact the very existence of organized stock option markets attest to the economic benefits that these financial contracts provide reduced transaction costs and increased financial leverage are two reasons why trading in the stock option market may be more attractive than trading in the market for the underlying stock in addition these cheaper and more flexible trading opportunities attract new and differently informed investors to the marketplace the resulting increase in trading activity together with the inextricable arbitrage linkage between stock and option prices imply an increase in market efficiency this study investigates empirically the intraday price change and trading volume relations between stocks and options for a sample of firms whose options were actively traded on the chicago board options exchange during the first quarter of 1986 in particular intraday call option price changes are translated into implied stock price changes using the american call option pricing model these intraday implied stock price changes are then compared with the actual stock price changes to identify which if either market leads the other in perfectly functioning capital markets there should be complete simultaneity between the series that is new information disseminating into the marketplace should be reflected in the prices and the trading activity of both securities simultaneously institutional factors however may make the stock option market more attractive to information traders this may cause price changes and trading activity due to new information to be observed in the option market first followed by price

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

seasonality in foreign exchange volatility the paper reports further empirical evidence on seasonality in foreign exchange volatility using high frequency data using a basis of the signal plus noise framework the approach decomposes tick by tick reuters fxfx quotes into a random walk and a stationary component termed the efficient price and the pricing error respectively the efficient price is not directly observable and is an approximation of the true value the pricing error captures the deviation between the observed indicative quote and the efficient price under the proposed model daily and intraday volatilities of the efficient price are estimated a pronounced pattern of volatility is uncovered and appears related to the daily activity cycle of major organized stock exchanges it is argued that seasonality in volatility is a symptom of foreign exchange markets results confirm andersen and bollerslev s findings that significant seasonal effects are one important determinant of overall volatility at high frequencies

hedgers funds and small speculators in the energy futures markets an analysis of the cftc s commitments of traders reports the commodity futures trading commission cftc s commitments of traders cot data are examined for crude oil unleaded gasoline heating oil and natural gas futures contracts the collection procedures for the cot data are first examined followed by granger causality tests to determine if relationships between trader positions and market prices exist a positive correlation between returns and positions held by noncommercial traders and a negative correlation between commercial positions and market returns are found furthermore positive returns result in an increase in noncommercial net positions in the following week whereas the net long positions held by commercial hedgers decline following price increases however traders net positions do not lead market returns in general

an analysis of the economic justification for consolidation in a secondary security market abstract this paper considers whether all trading in a listed security should be required to go through an exchange to this end the incentives for a brokerage firm to offer in house execution services are discussed and an analytical framework is developed which shows that under idealized conditions fragmentation of the market through in house execution services would not result in any overall deterioration of market performance characteristics however when some of the idealized conditions are relaxed the market fragmentation arising from in house execution causes the gains to some customers to be more than overcome by the losses to others the analysis which also takes account of the desirability of enforcing reasonable trading priority rules such as priority by price and time across all traders yields several public policy implications for some unlikely scenarios it would be possible through appropriate commission sharing and a perfectly operating intermarket trading system for optimal overall market performance to be consistent with the market fragmentation inherent in in house execution services however for most realistic scenarios fragmentation would cause a deterioration in the quality of the market thus it seems desirable to require that all trading go through a central exchange with a consolidated limit order book