settlement tax and non synchronous effects in the basis of u k stock index futures abstract the basis in stock index futures markets is analytically and empirically studied in this paper within a no arbitrage cost of carry framework explanatory power improved when the implications of the u k stock exchange settlement system were introduced into the modelling process and until recently with the maturity of the market evidence indicating the presence of non synchronicities between the cash and futures markets was found strong evidence for tax effects upon the basis was not found to be present in the data analysed statistically significant relationships between basis mispricing and volume and volatility were found

determining optimal lot size for a two warehouse system with deterioration and shortages using net present value abstract in this paper we develop a deterministic inventory model for deteriorating items with two warehouses by minimizing the net present value of the total cost deterioration rates of items in the two warehouses may be different in addition we allow for shortages and complete backlogging we then prove that the optimal replenishment policy not only exists but also is unique under some condition further the result reveals that the reorder interval based on the average total cost if it exists must be longer than that derived using net present value finally we use yang s h l yang european journal of operational research 157 2004 344 356 numerical example to illustrate the model and conclude the paper with suggestions for possible future research

pro poor targeting and accountability of local governments in west bengal a commonly alleged pitfall of decentralization is that poverty socio economic inequality and lack of political competition allow local elites to capture local governments this hypothesis is empirically examined using a longitudinal sample of 89 west bengal villages concerning targeting of credit agricultural input kits employment programs and fiscal grants spanning the period 1978 98 higher poverty land inequality and low caste composition of the poor was associated with negligible adverse effects on targeting of private goods to the poor within villages but with lower employment generation out of allotted funds and significantly lower allocation of resources to the village as a whole political competition or literacy levels among the poor were not systematically related to targeting

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

two warehouse partial backlogging inventory models for deteriorating items under inflation abstract in many real life situations the practical experiences reveal that some but not all customers will wait for backlogged items during a shortage period such as for fashionable commodities or high tech products with short product life cycle the longer the waiting time is the smaller the backlogging rate would be according to such phenomenon taking the backlogging rate into account is necessary thus i here extend the models introduced in yang 2004 two warehouse inventory models for deteriorating items with shortages under inflation european journal of operational research 157 2 344 356 to incorporate partial backlogging and then compare the two two warehouse inventory models based on the minimum cost approach the study shows that the optimal solution not only exists but also is unique and model 2 is still less expensive to operate than model 1 if the factors of partial backlogging and inflationary effect are considered finally some numerical examples for illustration are provided and sensitivity analysis on some parameters is made

tests of a rational theory of the size of government in many countries the political party holding power changes more frequently than the trend growth rates in government spending and taxes shifts of political power are often preceded by rhetoric about meeting needs or cutting taxes which post election performances rarely match yet changes in the size of government up and down occur on average the size of government measured by the share of taxes or spending to output has increased in many countries during the past century but changes in size occur at diffrent rates and at times the relative size of government declines

deterministic inventory model for deteriorating items with capacity constraint and time proportional backlogging rate in this paper a deterministic inventory model for deteriorating items with two warehouses is developed a rented warehouse is used when the ordering quantity exceeds the limited capacity of the owned warehouse and it is assumed that deterioration rates of items in the two warehouses may be different in addition we allow for shortages in the owned warehouse and assume that the backlogging demand rate is dependent on the duration of the stockout we obtain the condition when to rent the warehouse and provide simple solution procedures for finding the maximum total profit per unit time further we use a numerical example to illustrate the model and conclude the paper with suggestions for possible future research

another day another collar an evaluation of the effects of nyse rule 80a on trading costs and intermarket arbitrage in 1990 the new york stock exchange amended its rule 80a to restrict stock index arbitrage on days of large price movements the authors find that rule 80a significantly curtails or collars index arbitrage activity in spite of this curtailment in index arbitrage volume they find that rule 80a appears to have had little overall impact on trading costs and intermarket linkage although pricing discrepancies between the markets do appear to be eliminated less quickly the authors results are consistent with the hypothesis that information is conveyed from one market to the other by means other than formal arbitrage copyright 1998 by university of chicago press

stock volatility and the levels of the basis and open interest in futures contracts this article tests a theoretical model of the basis and open interest of stock index futures the model is based on the differences between stock and futures in terms of investors ability to customize stock portfolios and liquidity empirical evidence confirms the model s prediction that increased volatility decreases the basis and increases open interest copyright 1995 by american finance association

portfolio serial correlation and nonsynchronous trading common stock portfolios of large heavily traded firms exhibit daily first order serial correlation in excess of what would be expected given the individual security coefficients further this correlation rises as the number of securities in the portfolio increases the direct implication of this finding is that nonsynchronous trading is not the only cause of correlation in daily market indices related implications are also discussed

default premiums in commodity markets theory and evidence we model the effect of nonperformance risk on forward and futures pricing and look for evidence of nonperformance risk in precious metals futures prices from the hunt brothers episode changes in default premiums are measured and related to the sequence of events in the metals markets during this period results suggest first that ex ante costs of nonperformance can be a significant priced factor in commodity markets and second that the arrival of new information is often associated with changes in these costs the evidence has implications for both theoretical and empirical research on commodity markets organized commodity markets offer traders an efficient medium in which to execute their hedging and speculative strategies in particular the markets have developed mechanisms that reduce the costs of nonperformance which would be substantial in the absence of an organized exchange devices such as margin requirements position limits daily marking to market price limit moves and the clearinghouse reduce the expected costs of distress and default in commodity markets while organized exchanges greatly reduce expected costs of nonperformance they do not eliminate such costs throughout the history of organized futures trading there have been many instances of markets collapsing or coming to the brink of collapse after a period of unusual trading activity the most prominent example in recent times is the near collapse of the new

trading mechanisms and stock returns an empirical investigation this paper examines the effects of the mechanism by which securities are traded on their price behavior we compare the behavior of open to open and close to close returns on nyse stocks given the differences in execution methods applied in the opening and closing transactions opening returns are found to exhibit greater dispersion greater deviations from normality and a more negative and significant autocorrelation pattern than closing returns we study the effects of the bid ask spread and the price adjustment process on the estimated return variances and covariances and discuss the associated biases we conclude that the trading mechanism has a significant effect on stock price behavior

a transactions data test of stock index futures market efficiency and index arbitrage profitability this paper investigates the efficiency of the market for stock index futures and the profitability of index arbitrage for the chicago board of trade s major market index contracts the spot value of the index is computed with transactions prices for the component shares of the index obtained from the fitch database the tests account for transaction costs execution lags and the uptick rule for short sales of stocks results indicate that the size and frequency of boundary violations are substantially smaller than those reported by earlier studies and have declined sharply with time index arbitrage is a strategy whereby institutions brokerage houses or other large investors seek to profit from the spread between prices in the spot and futures markets for stock indices for example an investor might purchase predetermined baskets of stocks on the floor of the new york stock exchange and simultaneously sell a related index futures contract on the floor of the chicago board of trade hoping to profit from the price differences on the two exchanges computer programs constantly monitor stock and futures prices and automatically execute buy and sell orders when it appears that a profit is possible stock index futures can be priced by a simple arbitrage argument if the dividends paid by the underlying basket of shares and interest rates are nonstochastic markets are perfect and there are no taxes the pricing equation is

relying on the private sector the income distribution and public investments in the poor abstract what drives governments with similar revenues to provide very different amounts of goods with private sector substitutes education is a prime example i use exogenous shocks to brazilian municipalities revenue during 1995 2008 generated by non linearities in federal transfer laws to demonstrate two things first municipalities with higher income inequality or higher median income allocate less of a revenue shock to education and are less likely to expand public school enrollment they are more likely to invest in public infrastructure that is broadly enjoyed like parks and roads or to save the shock second i find no evidence that the quality of public education suffers as a result if anything unequal and high income areas are more likely to improve public school inputs and test scores following a revenue shock given their heavy use of private education i further provide evidence that an increase in public sector revenue lowers private school enrollment

reexamining intraday simultaneity in stock index futures markets abstract this note examines three empirical examples involving intraday dynamic relationships associated with stock index futures markets researchers often employ a vector autoregressive var model to analyze such high frequency transactions data while such a model can provide useful information regarding the nature of causal priority inherent in the data it is not the proper model to investigate the structural relationships of interest because it omits the contemporaneous interaction on the other hand a var model specification which is altered to incorporate simultaneity may enable the data to reveal the structural relationships of interest

lag length selection and tests of granger causality between money and income one of the most widely accepred relationships in macroeconomics is the positive relationship between the rate of growth of the money supply and the rate of growth of income a diversity of opinion arises however with the attempt to identify a causal relationship between these variables while friedman and schwartz 1963 initiated the empirical investigation of money income causality sims 1972 made the most significant contribution to this literature with a practical application of the criterion developed by granger 1969 for identifying a causal relationship since the appearance of sims s approach and an alternative one advanced by sargent 1976 many researchers have applied these techniques to the investigation of the causal relationship between money and income l with two exceptions hsiao 1981 and mcmillin and fackler 1984 these researchers have arbitrarily chosen the lengths of their distributed lags the purpose of this paper is to test for granger causality between money and income this paper differs from previous work in that considerably more attention is focused on the effect of the lag specification on the test results in particular we investigate the extent to which rules of thumb arbitrary lag specifications and

the linkages persistence asymmetry in the volatility the price discovery and efficiency and the effect of the us subprime mortgage financial crisis on the spot and the futures market s returns the case of india abstractthis article examines the effects of persistence asymmetry and the us subprime mortgage crisis on the volatility of the returns and also the price discovery efficiency and the linkages and causality between the spot and futures volatility by using various classes of the arch and garch models and through the granger s causality we have used two indices one for spot and the other for futures for the daily data from 12 june 2000 to 30 september 2013 from nifty stock indices we have then tested for arch effects and subsequently employed various models of the arch and garch conditional volatility the garch 1 1 model is found to be significant and it implies that the returns are not autocorrelated and have short memory it supports the hypothesis of the efficiency of the markets the negative news has more significant effect on volatility corroborating the leverage impact in finance on market volatility we have also tested the volatility spillover effects the two methods we employed

the effect of the expansion of the voting franchise on the size of government this paper examines the claim that expansion of the voting franchise has been an important factor in the growth of government state government spending and state and local spending are explained using a panel of 46 states for 1950 88 elimination of poll taxes and literacy tests led to higher turnout particularly among the poor and a poorer pivotal voter as predicted we find that these changes a fall in the income of voters relative to state income and the ouster of republicans from state government led to a sharp rise in welfare spending but no change in other spending

inequality in landownership the emergence of human capital promoting institutions and the great divergence this paper suggests that inequality in the distribution of landownership adversely affected the emergence of human capital promoting institutions e g public schooling and thus the pace and the nature of the transition from an agricultural to an industrial economy contributing to the emergence of the great divergence in income per capita across countries the prediction of the theory regarding the adverse effect of the concentration of landownership on education expenditure is established empirically based on evidence from the beginning of the 20th century in the u s

a deterministic order level inventory model for deteriorating items with two storage facilities abstract in this paper a deterministic inventory model is developed for a single deteriorating item which is stored in two different warehouses a rented warehouse is used to store the excess units over the fixed capacity w of the own warehouse the rented warehouse is assumed to charge higher unit holding cost than the own warehouse but to offer a better preserving facility resulting in a lower rate of deterioration for the goods than the own warehouse the optimal stock level for the beginning of the period is found and the model developed is shown to agree with the order level model for non deteriorating items with a single storage facility an illustration to show the applicability of the model is also presented

friction in the trading process and the estimation of systematic risk abstract this paper considers how estimates of the market model beta parameter can be biased by friction in the trading process information decision and transaction costs that a leads to a distinction between observed and true returns b causes observed returns to be generated asynchronously for a set of interdependent securities and c thereby introduces serial cross correlation into security returns several propositions are derived from which consistent estimators of beta are obtained and the effect of differencing interval length on beta estimates is specified the formulation is contrasted with the related analyses of scholes williams 1977 and dimson 1979

the determination of spot and futures prices with storable commodities this paper analyzes the effects of futures trading in a market for a storable commodity in which producers and speculators are assumed to be risk averse and specifications of the aggregate supply and inventory demand functions are derived from explicit optimization a critical aspect is how the parameters of these functions change with the introduction of the future market as it is through these induced parameter changes that the futures market exerts its influence on the spot price the effects of the futures market on both the long run average spot price and its variance are analyzed while we are unable to draw any definitive conclusions on this issue we find that in all cases considered the futures market stabilizes the spot price as well as lowering its long run mean for many years now the question of the effects of futures trading on the stability of spot prices has been extensively debated this topic has been discussed at various levels for example farmers and agricultural interest groups have claimed that futures trading destabilizes spot prices thereby imposing welfare losses on the economy in the united states congress has decided that futures trading can cause price destabilization and has subjected futures trading to the regulation of the commodity futures trading commission at a more analytical level economists have been investigating the issue both empirically and more recently theoretically as well

the effect of pre primary education on primary school performance although the theoretical case for universal pre primary education is strong the empirical foundation is weak in this paper we contribute to the empirical case by investigating the effect of a large expansion of universal pre primary education on subsequent primary school performance in argentina we estimate that one year of preprimary school increases average third grade test scores by 8 percent of a mean or by 23 percent of the standard deviation of the distribution of test scores we also find that preprimary school attendance positively affects student s self control in the third grade as measured by behaviors such as attention effort class participation and discipline

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

the political economy of social security we consider a two period overlapping generations model in which individual voters differ by age and by productivity in such a setting a redistributive pay as you go system is politically sustainable even when the interest rate is higher than the rate of population growth the workers with medium wages not those with the lowest wages and the retirees form a majority which votes for a positive level of social security this level depends on the difference between the rates of population growth and interest as well as on the redistributiveness of the benefit rule

one market stocks futures and options during october 1987 we provide new evidence regarding the degree of integration among markets for stocks futures and options prior to and during the october 1987 market crash where previous analyses have resulted in recommendations for the implementation of circuit breakers the coordination of margin requirements across markets and changes in regulatory jurisdiction our analysis indicates that delinkage between markets during the crash was primarily caused by an antiquated mechanism for processing stock market orders the results suggest that market integration may be better served by efficient order execution than by further restricting markets

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

arbitrage nontrading and stale prices october 1987 this article explains a puzzle created by the standard and poor s 500 cash and futures prices during the crash of october 1987 the cash index appears to be a moving average of the futures but nontrading in constituent stocks explains only the initial period of delayed openings however execution of stale limit buy orders given the high volume and nyse market mechanisms at the time resulted in extraordinary levels of stock prices that were not caused by nontrading the model is supported in aggregate s p data and transactions data for individual stocks copyright 1992 by university of chicago press

the political economy of public goods some evidence from india we are interested in how public goods get allocated by a centralized state we use data on public goods and social structure from parliamentary constituencies in rural india to understand the allocation of these goods over the 1970s and 1980s national policies and political agendas during this period emphasized universal access to basic amenities and financed a rapid expansion in rural infrastructure we find evidence of considerable equalization in many of these facilities reflecting perhaps the importance of these commitments among the historically disadvantaged social groups those that mobilized themselves politically gained relative to the others measures of social heterogeneity that have been emphasized in the recent empirical literature on public goods are relevant but not overwhelming in their importance

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

local inequality and project choice theory and evidence from ecuador this paper provides evidence consistent with elite capture of social fund investment projects in ecuador exploiting a unique combination of data sets on village level income distributions social fund project administration and province level electoral results we test a simple model of project choice when local political power is unequally distributed in accordance with the predictions of the model poorer villages are more likely to receive projects that provide excludable private goods to the poor such as latrines controlling for poverty more unequal communities are less likely to receive such projects consistent with the hypothesis of elite capture these results are sensitive to the specific measures of inequality and elite power used in the empirical analysis and are strongest for expenditure shares at the top of the distribution

the effect of rising income inequality on taxation and public expenditures evidence from u s municipalities and school districts 1970 2000 the income distribution in many developed countries widened dramatically from 1970 to 2000 some scholars argue that income inequality contributes to a host of social ills by undermining voters will ingness to support public expenditures in contrast we find that growing income inequality is associated with an expansion in government reven ues and expenditures on a wide range of services in u s municipalities and school districts results are robust to a number of model specifica tions including instrumental variables that address the endogeneity of the local income distribution our results are inconsistent with models pre dicting that heterogeneous societies provide lower levels of public goods public sector 3 two types of identification problems com plicate estimation of the empirical relationship between income inequality and public goods provision the cross country variation often used for this exercise suffers from omitted variable bias that is countries with high income inequality may also have other characteristics that could limit the size of the public sector cross state comparisons also suffer from endogenous household sorting if low or high income families migrate to states with high public expenditures the positive association observed in the litera ture between state public expenditures and income inequal ity may be spurious in this paper we examine the relationship between income inequality and government finances in municipali ties and school districts in the united states from 1970 to 2000 local government represents a large segment of the economy in fiscal year 2009 local governments disbursed more than 3 trillion for such important services as educa tion and public safety 4 our study has several advantages over existing empirical work first the large number of local governments in our data exhibit much greater variation in income inequality over time than do the small number of countries or states used in previous studies a large sample size allows us to separately control for changes in the top end or bottom end of the income distribution and for initial levels of inequal ity thus ruling out a mechanical association between tax revenues and rising income for the affluent second we develop an instrumental variable strategy to mitigate con cerns about potential reverse causality from the endogenous

program trading and intraday volatility program trading and intraday changes in the s p 500 index are correlated future prices and to a lesser extent cash prices lead program trades index arbitrage trades are followed by an immediate change in the cash index which ultimately reverses slightly no reversal follows nonarbitrage trades the cumulative index changes associated with buy and sell trades and with arbitrage and nonarbitrage trades all are similar price decompositions suggest that the results are not due to microstructure effects program trades in this 1989 1990 sample do not seem to have created major short term liquidity problems the results are stable within the sample many practitioners regulators and public commentators have expressed concerns about potential destabilizing effects of program trading they argue that program trades especially index arbitrage programs increase intraday volatility and decrease

can mandated political representation increase policy influence for disadvantaged minorities theory and evidence from india accountable governments often fail to reflect the interests of disadvantaged minorities this paper exploits the institutional features of political reservation as practiced in indian states to examine the role of mandated political representation in providing disadvantaged groups influence over policy making ifind that political reservation has increased transfers to groups which benefit from the mandate this finding also suggests that complete policy commitment may be absent in democracies as is found in this case jel d72 d78 hl 1 h50

firm specific information and the correlation between individual stocks and bonds abstract this paper examines the correlation between the returns on individual stocks and the yield changes of individual bonds issued by the same firm and finds that they are negatively and contemporaneously correlated this suggests that individual stocks and bonds are driven by firm specific information that is predominantly related to the mean rather than the variance of the firm s underlying assets furthermore i find that lagged stock returns have explanatory power for current bond yield changes while current stock returns are unrelated to lagged bond yield changes this shows that stocks lead bonds in reflecting firm specific information

index arbitrage with heterogeneous investors a smooth transition error correction analysis abstract the traditional index arbitrage model assumes a constant threshold mispricing between the futures and cash prices for all investors allowing for heterogeneity in investors transaction costs objectives and capital constraints we model the intraday mispricing of djia futures as a smooth transition autoregressive star process with the speed of adjustment toward equilibrium varying directly with the mispricing we show that the observed mean reversion in mispricing changes is induced by heterogeneous arbitrageurs instead of a statistical illusion infrequent trading of index portfolio stocks we further use a star error correction model to describe the nonlinear dynamics between the djia futures and index this model describes not only which market is more informationally efficient than the other but also the legging process the nonsimultaneous establishing of cash and futures positions

inequality and redistribution evidence from u s counties and states 1890 1930 abstract does economic inequality affect redistributive policy this paper turns to u s county data on land inequality over the period 1890 to 1930 to help address this fundamental question in political economy redistributive policy was primarily decided at the local level during this period making county level data particularly informative examining within state variation also reduces the potential impact of latent institutional and political variables the paper also uses a variety of identification strategies including historic variables as well as county weather and crop characteristics as instruments for land inequality the evidence consistently suggests that greater inequality is significantly associated with less redistribution this negative relationship is especially large in heavily rural counties where concentrated landownership implied that landed elites also controlled the majority of economic production

one dollar one vote this paper revisits the relationship between inequality and redistribution in a panel of advanced oecd countries using panel data methods that hold constant a variety of determinants of redistributive spending i find a non monotonic relationship between pre tax and transfer distribution of income and redistribution relative to mean income a more affluent rich and middle class are associated with less redistribution and a richer poor class is associated with more redistribution these results are consistent with a one dollar one vote politico economic equilibrium when the income of a group of citizens increases aggregate redistributive policies tilt towards this group s most preferred policies

crises in developed and emerging stock markets stock market crises in the developed markets differ in important ways from the crises in emerging stock markets our study of nine crises in the 1970 97 period indicates that developed market crises have become less severe over time in terms of both the extent of price decline and duration but those in emerging stock markets have not in both markets prices fall for at least three years subsequent to recovery from a crisis and the crisis in one market is likely to be followed by crises in most other markets in the region nevertheless even in times of crises international stocks continue to provide diversification benefits for u s investors with long investment horizons

ends against the middle determining public service provision when there are private alternatives abstract public provision of a service coexists with private market provision the quality of public provision is determined by majority vote preferences are not single peaked owing to the presence of private alternatives we identify two cases in one majority voting equilibrium always exists and the median income voter is pivotal in the other a necessary condition for equilibrium indentifies the pivotal voter who must have income below the median when equilibrium exists a coalition of middle income households who consume the public alternative will be opposed by a coalition of rich and poor households with the rich choosing private consumption

information and index arbitrage a random cash futures basis is derived in a dynamic multimarket learning game with sequential information shocks and strategic arbitrageurs who trade to exploit gaps in the basis statistical properties of the authors theoretical basis are derived both with and without index arbitrage the authors find that basis volatility a measure of intermarket mispricing may initially increase even as individual prices become more precise and that arbitrage reduces basis volatility the model is also used to analyze regulatory issues such as the possible impact of circuit breakers on the quality of the trading process copyright 1994 by university of chicago press

an investigation of transactions data for nyse stocks using transactions data the behavior of returns and characteristics of trades at the micro level is examined a minute by minute market return series is formed and tested for normality and autocorrelation evidence of differences in return distributions is found among overnight trades trades during the first 30 minutes following the market opening trades at the close and trades during the remainder of the day the latter distribution is found to be normal unusually high returns and standard deviations of returns are found at the beginning and the end of the trading day when the beginningand end of the day effects are omitted autocorrelation in the market return series is reduced substantially a number of patterns in trading are reported this paper empirically investigates the nature of the return generating process and the characteristics of trade size price changes trading frequency and trading interval at the level of individual trades for a large sample of nyse stocks previous studies of market indices have used daily weekly or monthly

the political economy of government responsiveness theory and evidence from india the determinants of government responsiveness to its citizens is a key issue in political economy here we develop a model based on the solution of political agency problems having a more informed an politically active electorate strengthens incentives for governments to be responsive this suggests that there is a role both for democratic institutions and the mass media in ensuring that the preferences of citizens are reflected in policy the ideas behind the model are tested on panel data from india we show that public food distribution and calamity relief expenditure are greater controlling for shocks where governments face greater electoral accountability and where newspaper circulation is highest

box spread arbitrage profits following the 1987 market crash real or illusory we examine market efficiency before and after the 1987 market crash using the box spread strategy implemented with european style s p 500 index spx options before the crash apparent arbitrage opportunities were rare and simulated trades were unprofitable assum ing a one minute execution delay after the crash apparent arbitrage opportunities were frequent and simulated trades were profitable even assuming a five minute execution delay our analysis makes the routine assumption that quotes are good until updated to construct a time series of prevailing quotes sampled at 30 second intervals if this assumption is valid then arbitrage profits were actually available if this assumption is invalid then such profits could have been illusory either scenario however implies that spx market effi ciency decreased following the crash prevailing price quotes repeatedly failed to satisfy the fundamental parity relation underlying the box spread

measuring true stock index value in the presence of infrequent trading based on the beveridge nelson 1981 decomposition of an arima process i present a measure of true stock index value that is not directly observable due to infrequent trading of stocks the technique is illustrated with daily observations of the russell 2000 index this new measure might well prove useful in studies of lead lag relationships between index derivatives and spot market and futures basis measurements

inequality social insurance and redistribution is the political support for welfare policy higher or lower in less egalitarian societies we answer the question using a model of welfare policy as publicly financed insurance that pays benefits in a redistributive manner when voters have both redistributive and insurance motives for supporting welfare spending the effect of inequality depends on how benefits are targeted greater inequality increases support for welfare expenditures when benefits are targeted to the employed but decreases support when benefits are targeted to those without earnings with endogenous targeting support for benefits to those without earnings declines as inequality increases whereas support for aggregate spending is a v shaped function of inequality statistical analysis of welfare expenditures in advanced industrial societies provides support for key empirical implications of the model

nonsynchronous security trading and market index autocorrelation the theoretical portfolio autocorrelation due solely to nonsynchronous trading is estimated from a derived model this estimated level is found to be substantially less than that observed empirically the theoretical and empirical relationship between portfolio size and autocorrelation also is investigated the results of this study suggest that other price adjustment delay factors in addition to nonsynchronous trading cause the high autocorrelations present in daily returns on stock index portfolios

how does your kindergarten classroom affect your earnings evidence from project star in project star 11 571 students in tennessee and their teachers were randomly assigned to classrooms within their schools from kindergarten to third grade this article evaluates the long term impacts of star by linking the experimental data to administrative records we first demonstrate that kindergarten test scores are highly correlated with outcomes such as earnings at age 27 college attendance home ownership and retirement savings we then document four sets of experimental impacts first students in small classes are significantly more likely to attend college and exhibit improvements on other outcomes class size does not have a significant effect on earnings at age 27 but this effect is imprecisely estimated second students who had a more experienced teacher in kindergarten have higher earnings third an analysis of variance reveals significant classroom effects on earnings students who were randomly assigned to higher quality classrooms in grades k 3 as measured by classmates end of class test scores have higher earnings college attendance rates and other outcomes finally the effects of class quality fade out on test scores in later grades but gains in noncognitive measures persist

intraday relationships among index arbitrage spot and futures price volatility and spot market volume a transactions data test abstract this paper examines intraday temporal relationships among arbitrage spreads cash and futures price volatility and cash trading volume using transactions data for the major market index futures contracts and the component stocks of the index results indicate that changes in the spread have a significant impact on cash and futures price volatility as well as on cash trading volume the impact of the spread however is attenuated by the short sale restriction in the cash market contrary to popular beliefs a more volatile market leads to subsequent decreases in the spread probably because of increases in the supply of arbitrage services or faster price adjustments

intraday volatility in the stock index and stock index futures markets we examine the intraday relationship between returns and returns volatility in the stock index and stock index futures markets our results indicate a strong intermarket dependence in the volatility of the cash and futures returns price innovations that originate in either the stock or futures markets can predict the future volatility in the other market we show that this relationship persists even during periods in which the dependence in the returns themselves appears to weaken the findings are robust to controlling for potential market frictions such as asynchronous trading in the stock index our results have implications for understanding the pattern of information flows between the two markets article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

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

to segregate or to integrate education politics and democracy how is the quality of public education affected by the presence of private schools for the rich theory and evidence suggest that the link depends crucially on the political system we develop a theory that integrates private education and fertility decisions with voting on public schooling expenditures we find that the presence of a large private education sector benefits public schools in a broad based democracy where politicians are responsive to low income families but crowds out public education spending in a society that is politically dominated by the rich the main predictions of the theory are consistent with state level data and micro data from the u s as well as cross country evidence from the programme for international student assessment study

index futures arbitrage and the behavior of stock index futures prices this article examines intraday transaction datafor s p 500 stock indexfutures prices and the intraday quotes for the underlying index the data indicate that thefutures price changes are uncorrelated and that the variability of these price changes exceeds the variability ofprice changes in the s p 500 index this excess variability of the futures over the index remains even after controlling for the nonsynchronous prices in the index quotes which induces autocorrelation in the index changes we advance and examine empirically two hypotheses regarding the difference between the futures price and its theoretical value that this mispricing increases on average with maturity and that it is path dependent evidence supporting these hypotheses is presented

do federal grants boost school spending evidence from title i abstract one of the federal government s main elementary and secondary education programs is title i which allocates money for compensatory education to school districts based on child poverty i use sharp changes in per pupil grant amounts surrounding the release of decennial census data to identify effects of title i on state and local education revenue and how much the program ultimately increases spending by recipient school districts i find that state and local revenue efforts initially are unaffected by title i changes but that local governments substantially and significantly crowd out changes in title i within in a 3 year period

market interactions in returns and volatilities between spot and forward shipping freight markets abstract the lead lag relationship in both returns and volatilities between spot and futures markets has been investigated extensively in the financial economics literature only a limited number of such studies have appeared on forward markets primarily due to the lack of easy access to empirical data this paper uses a unique database in over the counter forward freight agreements ffa to investigate the issue the underlying commodity is non storable being that of a shipping service with the additional feature of transactions costs being higher in the spot market in comparison to the forward market these features have interesting implications for the markets at the practical level the better understanding of the mean and variance dynamics can improve risk management and budget planning decisions

the optimal retailer s ordering policies for deteriorating items with limited storage capacity under trade credit financing abstract under permissible delay in payments all previously published models implicitly assumed that the supplier would offer the retailer a delay period but the retailer would not offer the trade credit period to his her customer huang 2003 journal of the operational research society 54 1011 1015 developed a retailer s replenishment model to reflect the real life situations by assuming that the retailer also adopts the trade credit policy to stimulate his her customer demand in huang s model it is assumed that the goods are not perishable and the storage capacity is unlimited based upon the above argument we propose a two warehouse inventory model for deteriorating items under permissible delay in payments three theorems are developed to determine the optimal cycle time and numerical examples are given to illustrate these theorems finally the results in this paper generalize the results presented by huang 2003 journal of the operational research society 54 1011 1015

a deterministic inventory model for deteriorating items with two warehouses and finite replenishment rate abstract a deterministic inventory model for deteriorating items with two warehouses is developed when the replenishment rate is finite demand is at a uniform rate and shortages are allowed it is assumed that the rates of deterioration of item in the two warehouses may be different the model is analysed for the case of continuous release pattern several special cases are discussed and a numerical example is provided to illustrate the variation in optimum inventory level and optimum cost for varying shortage cost

public spending and quality of education in brazil abstractwe examined whether brazil s educational spending on public primary schools resulted in better quality of education 2003 2009 our hypothesis was municipalities that received higher government spending on primary education had higher student tests scores we used a panel analysis with fixed effects including a simulated instrumental variable to control for endogeneity even though the magnitude of all significant estimated coefficients increased when controlling for endogeneity they were still very small findings proved that the relationship between quality of education and educational spending was not optimal weakly contributing to the increase in test scores

order imbalances and stock price movements on october 19 and 20 1987 on october 19 1987 nyse stocks in the s p index declined seven percentage points more than nyse stocks not in this index in the first hour of trading on october 20 the s p stocks virtually recovered to the level of the non s p stocks there is a strong relation between order imbalances and stock price movements both in analyses of time series and cross sections thus in addition to the breakdown in the linkage between future prices and the spot index on these two days there were also breakdowns in the linkage among nyse stocks

option values under stochastic volatility theory and empirical estimates abstract this paper numerically solves the call option valuation problem given a fairly general continuous stochastic process for return volatility statistical estimators for volatility process parameters are derived and parameter estimates are calculated for several individual stocks and indices the resulting estimated option values do not differ dramatically from black scholes values in most cases although there is some evidence that for longer maturity index options black scholes overvalues out of the money calls in relation to in the money calls

income distribution borrowing constraints and redistributive policies this paper sheds light on the relationship between income inequality and redistributive policies and provides possible guidance in the specification of empirical tests of such a relationship we model a two period economy where capital markets are imperfect and agents vote over the level of taxation to finance redistributive policies that enhance future productivity in this context we show that the pivotal voter is not necessarily the agent class with median income in particular the poor who are more likely to be liquidity constrained may form a coalition with the rich and vote for low redistribution the effects of an increase in income inequality on the level of redistribution turn out to depend on whether the increase in inequality is concentrated among the poor or the middle class empirical results from a panel of 22 oecd countries provide preliminary evidence consistent with our main theoretical implications

direct tests of index arbitrage models previous tests of stock index arbitrage models have rejected the no arbitrage constraint imposed by these models this paper provides a detailed analysis of actual s p 500 arbitrage trades and directly relates these trades to the predictions of index arbitrage models an analysis of arbitrage trades suggests that i short sale rules are unlikely to affect the cashfutures mispricing ii the opportunity cost of arbitrage funds exceeds the treasury bill rate and iii the average price discrepancy captured by arbitrage trades is small tests of the models provide some support for a version ofthe arbitrage model that incorporates an early liquidation option the ability of these models to explain arbitrage trades however is surprisingly low

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

price and volatility co jumps abstract the nature of the dependence between discontinuities in prices and contemporaneous discontinuities in volatility co jumps has been reported by many as being elusive in terms of sign magnitude and statistical significance using a novel identification strategy in continuous time relying on trade level information for spot variance estimation as well as infinitesimal cross moments we document that a sizeable proportion of discontinuous changes in prices are associated with strongly anti correlated contemporaneous discontinuous changes in volatility assuming a possibly nonmonotonic pricing kernel we illustrate the equilibrium implications of price and volatility co jumps for return and variance risk premia

a tale of three schools insights on autocorrelations of short horizon stock returns this article reexamines the autocorrelation patterns of short horizon stock returns we document empirical results which imply that these autocorrelations have been overstated in the existing literature based on several new insights we provide support for a market efficiency based explanation of the evidence our analysis suggests that institutional factors are the most likely source of the autocorrelation patterns

distributive politics and economic growth a crude distinction between economics and politics would be that economics is concerned with expanding the pie while politics is about distributing it in this paper we analyze the relationship between the two we focus on how an economy s initial configuration of resources shapes the political struggle for income and wealth distribution and how that in turn affects long run growth our main conclusion is that inequality is conducive to the adoption of growth retarding policies we derive this result from a simple political economy model of growth and present cross country evidence consistent with it the key feature of our model is that individuals differ in their relative factor endowments we distinguish between two types of factors an accumulated factor called capital and a nonaccumulated factor called labor growth is driven by the expansion of the capital stock which is in turn determined by individual saving decisions long run growth is endogenous as the aggregate production function is taken to be linearly homogeneous in capital and productive government services taken together the provision of government services is financed by a tax on capital because government services are productive a small tax on

intraday relationships between volatility in s p 500 futures prices and volatility in the s p 500 index abstract this paper examines the intraday relationships between the volatility of s p 500 futures prices and the volatility of the s p 500 index we calculate variance measures for minute to minute price changes on a daily basis and across 30 minute intervals the empirical results indicate that i futures volatility is greater than index volatility ii volatility increased for both futures prices and the index in absolute terms from 1984 through 1986 iii both futures and index volatility increased directly with futures trading volume and iv index volatility was systematically greater during the first 30 minutes of trading each day than at other times granger tests however reveal no systematic pattern of futures volatility leading index volatility or index volatility leading futures volatility

all school finance equalizations are not created equal school finance equalization has probably affected american schools more than any other reform of the last 30 years understanding it is a prerequisite for making optimal social investments in human capital yet it is poorly understood in this paper i explain why it differs from conventional redistribution because it is based on property values which are endogenous to schools productivity taste for education and the school finance system itself i characterize equalization schemes and show why some level down and others level up schemes that strongly level down have unintended consequences even poor districts can end up worse off i also show how school finance equalization affects property prices private school attendance and student achievement

heterogeneity stratification and growth macroeconomic implications of community structure and school finance this paper examines how socioeconomic stratification and alternative systems of education finance affect inequality and growth agents interact through local public goods or externalities school funding neighborhood effects and economywide linkages complementary skills knowledge spillovers sorting families into homogeneous communities often minimizes the costs of existing heterogeneity but mixing reduces heterogeneity faster integration therefore tends to slow down growth in the short run yet raise it in the long run a move to state funding of education presents society with a similar intertemporal trade off local and global complementarities play major roles in determining the efficient social and educational structures copyright 1996 by american economic association

two warehouse inventory models for deteriorating items with shortages under inflation abstract in this paper the two warehouse inventory problem for deteriorating items with constant demand rate and shortages under inflation is considered in contrast to the traditional deterministic two warehouse inventory model with shortages at the end of each replenishment cycle an alternative model in which each cycle begins with shortages and ends without shortages is proposed here the optimal solution not only exists but also is unique comparing these two two warehouse inventory models the study shows that the proposed model is less expensive to operate than the traditional one in the case of the inflation rate is greater than zero hence under the consideration of inflationary effect the proposed model is less expensive finally some numerical examples for illustration are provided