short selling and the price discovery process we show that stock prices are more accurate when short sellers are more active first in a large panel of nyse listed stocks intraday informational efficiency of prices improves with greater shorting flow second at monthly and annual horizons more shorting flow accelerates the incorporation of public information into prices third greater shorting flow reduces post earnings announcement drift for negative earnings surprises fourth short sellers change their trading around extreme return events in a way that aids price discovery and reduces divergence from fundamental values these results are robust to various econometric specifications and their magnitude is economically meaningful the author 2012 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oup com oxford university press

trading volume and information revelation in stock markets i consider a market microstructure model in which the rates of public and private informa tion arrival are probabilistic the latter depends on the availability of private information that is stochastically changing over time in equilibrium traders estimate the availability of private information using past periods trading volume and use this information to adjust their strategies the time series properties include contemporaneous correlation between price variability and volume and autocorrelation in price variability similar to garch the model explains why trading volume contains useful information for predicting volatil ity and provides predictions on the limit and market order placement strategies of traders

inventory announcements jump dynamics volatility and trading volume in u s energy futures markets abstract this paper applies nonparametric methods to identify jumps in daily futures prices and intraday jumps surrounding inventory announcements of crude oil heating oil and natural gas contracts traded on the new york mercantile exchange the sample period of our intraday data covers january 1990 to january 2008 we have obtained several interesting empirical results 1 large volatility days are often associated with large jump components and large jump components are often associated with the energy information administration s inventory announcement dates 2 the volatility jump component is less persistent than the continuous sample path component 3 volatility and trading volume are higher on days with a jump at the inventory announcement than on days without a jump at the announcement furthermore the intraday volatility returns to normal faster following inventory announcements with jumps than after announcements without jumps

weather and intraday patterns in stock returns and trading activity abstract we examine the relation between weather in new york city and intraday returns and trading patterns of nyse stocks while stock returns are found to be generally lower on cloudier days cloud cover has a significant influence on stock returns only at the market open there are significantly more seller initiated trades when there is more cloud cover at the market open which is consistent with the return results cloudy skies are associated with higher volatility and less market depth over the entire trading day finally cloud cover is not significantly correlated with spread measures and turnover ratios the findings overall suggest that weather has a significant influence on investors intraday trading behavior

disagreement and asset prices abstract how do differences of opinion affect asset prices do investors earn a risk premium when disagreement arises in the market despite their fundamental importance these questions are among the most controversial issues in finance in this paper we use a novel data set that allows us to directly measure the level of disagreement among wall street mortgage dealers about prepayment speeds we examine how disagreement evolves over time and study its effects on expected returns return volatility and trading volume in the mortgage backed security market we find that increased disagreement is associated with higher expected returns higher return volatility and larger trading volume these results imply that there is a positive risk premium for disagreement in asset prices we also show that volatility in and of itself does not lead to higher trading volume instead only when disagreement arises in the market is higher uncertainty associated with more trading finally we are able to distinguish empirically between two competing hypotheses regarding how information in markets gets incorporated into asset prices we find that sophisticated investors appear to update their beliefs through a rational expectations mechanism when disagreement arises

volume and skewness in international equity markets abstract we examine the relation between trading volume and skewness in 11 international stock markets using daily and monthly data from january 1980 to august 2004 we construct single equation and var models of the relation between the first three moments of market returns and trading volumes our results show hitherto unrecognised channels of influence and support the investor heterogeneity approach to explaining return asymmetries

energy consumption at business cycle horizons the case of the united states in this paper we propose a simple extension to a keynesian type macro model by augmenting it with energy consumption we show the relationship between energy consumption and output in a macroeconomic setting and ask the question do permanent shocks dominate changes in energy consumption and output at business cycle horizons for the united states to achieve the goal of this paper we undertake a variance decomposition analysis of shocks based on a common trend and common cycle framework within a vector error correction model our main finding is that permanent shocks explain the bulk of the variations in energy consumption and output at business cycle horizons for the united states

trading halts and market activity an analysis of volume at the open and the close this paper analyzes how the daily opening and closing of financial markets affect trading volume we model the desire to trade at the beginning and end of the day as a function of overnight return volatility nyse data from 1933 88 indicate that closing volume is positively related to expected overnight volatility while volume at the open is positively related to both expected and unexpected volatility from the previous night we interpret the symmetric response of trading at the open and the close to expected volatility as being due to investor heterogeneities in the ability to bear risk when the market is closed this desire of investors to trade prior to market closings indicates a cost of mandating marketwide circuit breakers

measuring the business cycle effects of permanent and transitory shocks in cointegrated time series abstract this paper proposes a statistical framework to evaluate the contribution of permanent and transitory shocks to the cyclical fluctuations of cointegrated variables an empirical application with us macroeconomic data reveals that transitory shocks are responsible for most of the variability at the business cycle frequencies

informational linkages across trading regions evidence from foreign exchange markets abstract using a new high frequency data set from electronic broking services ebs this paper examines informational linkages in the euro dollar and dollar yen exchange rates across five trading regions asia pacific the asia europe overlap europe the europe america overlap and america information is proxied by exchange rate return direction of return volatility trading activity and order flow we find that informational linkages are statistically significant at both own region and inter region levels but own region spillovers dominate in economic significance especially for volatility and trading activity in addition order flow spillovers from the europe america overlap trading region are the most important source of spillovers to other trading regions for both currency pairs

an unobserved components model that yields business and medium run cycles we generalize the unobserved components uc model to allow the permanent component to have different dynamics than the transitory components when decomposing u s economic activity using a multivariate uc model of log output consumption and investment we find that these proposed dynamics in the permanent component are statistically significant and distinct from those of the transitory components our approach provides an alternative explanation for the growth cycles identified by comin and gertler 2006 that is related to the cyclical movements in technology in a framework consistent with the beveridge and nelson 1981 decomposition

stock market participation and the internet theory indicates that frictions e g information and transaction costs could account for the lower than expected stock market participation rates this paper examines the hypothesis that there has been a fundamental change in participation and links this change to the reduction of these frictions by the advent of the internet using panel data on household participation rates over the past decade the results show computer internet using households raised participation substantially more than non computer using households the increased probability of participation was equivalent to having over 27 000 in additional household income or over two more mean years of education

an empirical evaluation of the overconfidence hypothesis abstract recently several behavioral finance models based on the overconfidence hypothesis have been proposed to explain anomalous findings including a short term continuation momentum and a long term reversal in stock returns we characterize the overconfidence hypothesis by the following four testable implications first if investors are overconfident they overreact to private information and underreact to public information second market gains make overconfident investors trade more aggressively in subsequent periods third excessive trading of overconfident investors in securities markets contributes to the observed excessive volatility fourth overconfident investors underestimate risk and trade more in riskier securities to document the presence of overconfidence in financial markets we empirically evaluate these four hypotheses using aggregate data overall we find empirical evidence in support of the four hypotheses

multivariate detrending under common trend restrictions implications for business cycle research abstract this paper outlines a methodology to detrend multiple time series under common trend restrictions the same filters used to construct the estimated trend in univariate exercises are shown to be appropriate in multivariate studies with a single common trend however to estimate the common trend in the multivariate case the filter is applied to a linear combination of series rather than to each series individually an empirical example and simulation exercises illustrate the implications of common trend detrending for measurement of business cycle properties

portfolio choice in the presence of background risk in this paper we focus on how the presence of background risks from sources such as labour and entrepreneurial income influences portfolio allocations this interaction is explored in a theoretical model that is calibrated using cross sectional data from a variety of sources the model is shown to be consistent with some but not all aspects of cross sectional observations of portfolio holdings the paper also provides a survey of the extensive theoretical and empirical literature on portfolio choice

optimal portfolio choice for long horizon investors with nontradable labor income this paper examines how risky labor income and retirement affect optimal portfolio choice with idiosyncratic labor income risk the optimal allocation to stocks is unambiguously larger for employed investors than for retired investors consistent with the typical recommendations of investment advisors increasing idiosyncratic labor income risk raises investors willingness to save and reduces their stock portfolio allocation towards the level of retired investors positive correlation between labor income and stock returns has a further negative effect and can actually reduce stockholdings below the level of retired investors financial advisors typically recommend that their customers invest more in stocks than in safe assets when they are working and to shift their investments towards safe assets when they retire jagannathan and kocherlakota 1996 malkiel 1996 by contrast the standard academic models of portfolio choice merton 1969 1971 samuelson 1969 show that retirement is irrelevant for portfolio decisions if investment opportunities are constant and human capital is tradable in this case the fraction of wealth optimally invested in risky assets should be constant over the lifetime of an individual recent research building on the pioneering work by merton 1971 shows that time varying investment opportunities result in portfolio rules with an intertemporal hedging component whose magnitude depends on the investment horizon of the investor kim and omberg 1996 balduzzi and lynch 1997 brennan schwartz and lagnado 1997 brandt 1999 campbell and viceira 1999 2001 barberis 2000 with time variation in investment opportunities retirement and death play an instrumental role as events that exogenously fix the individual s investment horizon more importantly retirement also marks the time at which individuals stop working and thereafter must live off their lifetime savings and possibly transfers from this perspective retirement matters for portfolio choice

an empirical examination of information differences of opinion and trading activity abstract we investigate the relations between trading volumes and our proxies for information flows and divergences in opinions we view s p 500 index futures open interest as a useful proxy for divergences of traders opinions and find that volumes are higher on days when open interest increases than on days with declines volume in individual equities is more closely related to firm specific information flows while equity basket volume is more closely associated with market information this differential impact is greatest for small capitalization stocks where market wide news has no explanatory power

a new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the business cycle abstract this paper introduces a general procedure for decomposition of non stationary time series into a permanent and transitory component allowing both components to be stochastic the permanent component is shown to be a random walk with drift and the transitory or cyclical component is a stationary process with mean zero the decomposition methodology which depends only on past data and therefore is computable in real time is applied to the problem of measuring and dating business cycles in the portwar u s economy we find that measured expansions and contractions are of roughly equivalent duration and that our dating of cyclical episodes tends to lead the traditional nber dating and to a lesser extent the growth cycle chronology of zarnowitz and boschan 1977

is political popularity a random walk this paper tets for nonstationarity in the political popularity of uk parties and governments within the context of an economic model which predicts that party support is an arima 0 1 1 process the hypothesis is rejected for the government s popularity but the results for individual party support are less clear out

some consequences of temporal aggregation in empirical analysis i derive the generating mechanism of a temporally aggregated process when the disaggregated one belongs to the vector autoregressive integrated moving average class i then study the effects of temporal aggregation on a set of characteristics of usual interest such as exogeneity causality cointegration and common features an empirical example with canadian interest rates illustrates the main issues

volatility behavior of oil industrial commodity and stock markets in a regime switching environment abstract this study supplements previous regime switching studies on wti crude oil and finds two possible volatility regimes for the strategic commodity prices of brent oil wti oil copper gold and silver and the s p 500 index but with varying high to low volatility ratios the dynamic conditional correlations dccs indicate increasing correlations among all the commodities since the 2003 iraq war but decreasing correlations with the s p 500 index the commodities also show different volatility persistence responses to financial and geopolitical crises while the s p 500 index responds to both financial and geopolitical crises implications are discussed

cognitive abilities and portfolio choice we study the relation between cognitive abilities and stockholding using the recent survey of health ageing and retirement in europe share which has detailed data on wealth and portfolio composition of individuals aged 50 in 11 european countries and three indicators of cognitive abilities mathematical verbal fluency and recall skills we find that the propensity to invest in stocks is strongly associated with cognitive abilities for both direct stock market participation and indirect participation through mutual funds and retirement accounts since the decision to invest in less information intensive assets such as bonds is less strongly related to cognitive abilities we conclude that the association between cognitive abilities and stockholding is driven by information constraints rather than by features of preferences or psychological traits

stale information shocks and volatility we propose a new approach to measuring the effect of unobservable private information on volatility using intraday data we estimate the effect of a well identified shock on the volatility of stock returns of european banks as a function of the quality of public information available about the banks we hypothesize that as publicly available information becomes stale volatility effects and its persistence increase as private information of investors becomes more important we find strong support for this idea in the data we further show that stock volatility is higher just before important announcements if information is stale

detrending and business cycle facts a user s guide this note argues that it is hardly the case that the profession is fully aware that the application of di erent filters to the data leads to di erent outcomes and that we have enough evidence to claim that these di erences are unimportant to evaluate the fit models to the data 1998 elsevier science b v all rights reserved jel classification b41 e32

the rise in the disability rolls and the decline in unemployment between 1984 and 2001 the share of nonelderly adults receiving social security disability insurance income di rose by 60 percent to 5 3 million beneficiaries rapid program growth despite improving aggregate health appears to be explained by reduced screening stringency declining demand for less skilled workers and an unforeseen increase in the earnings replacement rate we estimate that the sum of these forces doubled the labor force exit propensity of displaced high school dropouts after 1984 lowering measured u s unemployment by one half a percentage point steady state calculations augur a further 40 percent increase in the rate of di receipt

multivariate estimates of the permanent components of gnp and stock prices the economic assumption that a present value relation holds between consumption and income and between stock prices and dividends or the statistical assumption that the consumption income ratio and the dividend price ratio are stationary imply that the permanent or random walk component in each series of a pair must be the same as the permanent component in the other series of a pair either assumption then allows us to estimate the variance of the permanent component of one series gnp stock prices from the variance of the permanent component of the other consumption dividends or from the covariance of the two series permanent components this paper presents such estimates and finds that the permanent components are about half those estimated by similar univariate methods a series of recent papers has examined the importance of a potential unit root to the behavior of real gnp campbell and mankiw 1986 1987 cochrane 1986 clark 1987 and stock prices fama and french 1986 lo and mai if by 0 the series is stationary the response can be any real number which is the innovation in these estimates instead of forcing us to ask the dichotomous question is there a unit root or not they allow us to continuously measure the importance of a potential unit root the actual estimating technique used in these papers varied somewhat cochrane poterba and summers and lo and mai if a series is stationary the variance of k differences will tend to a precursor to this paper appeared under the title spectral density estimates of unit roots we thank masanao aoki lam hansen masao ogaki and chris sims for helpful suggestions the computer programs and data used in this paper are available on request from the authors

market sidedness insights into motives for trade initiation we infer motives for trade initiation from market sidedness we define trading as more two sided one sided if the correlation between the number of buyer and seller initiated trades increases decreases and assess changes in sidedness relative to a control sample around events that identify trade initiators consistent with asymmetric information trading is more one sided before merger news consistent with belief heterogeneity trading is more two sided before earnings and macro announcements with greater dispersion in analyst forecasts and after news with larger announcement surprises we examine the codeterminacy of sidedness bid ask spread volatility number of trades and order imbalance

portfolio choice and trading volume with loss averse investors this paper presents a model of portfolio choice and stock trading volume with lossaverse investors the demand function for risky assets is discontinuous and non monotonic as wealth rises beyond a threshold investors follow a generalized portfolio insurance strategy this behavior is consistent with the evidence in favor of the disposition effect in addition loss averse investors will not hold stocks unless the equity premium is quite high the elasticity of the aggregate demand curve changes substantially depending on the distribution of wealth across investors in an equilibrium setting the model generates positive correlation between trading volume and stock return volatility but suggests that this relationship should be non linear

cyclical fluctuations in strike durations canadian data on strikes between 1946 and 1983 are used to estimate linear regression models for the logarithm of completed duration a thorough investigation of the influence of the business cycle reveals strong support for the hypothesis that strike durations are countercyclical the cyclical effect is shown to be robust to both the choice of cyclical variable and the econometric specification and the magnitude of the effect is quite substantial experimentation with different representations of the cycle reveals that it is difficult to improve on a simple formulation involving a single continuous variable

learning from prices and the dispersion in beliefs i study whether investors use an asset s price to update their beliefs about its payos i show that in a dynamic economy the relationship between the dispersion in investor beliefs and returnvolume characteristics can be used to empirically answer this question when investors have rational expectations re and condition on the price i show that belief dispersion is positively related to expected returns return volatility and correlation between volume and absolute returns but negatively related to return autocorrelation when investors do not use the price as in a dierence of opinions do model these relationships are reversed i test these predictions using the crosssection of returns volume and analyst forecast dispersion over dierent horizons the results are consistent with the re model at quarterly and longer horizons but reject both models at the monthly horizon i show that a hybrid model with some do investors and some re investors can match the short horizon evidence the empirical results are consistent with the idea that while some investors do not use the price in the short run they increase their conditioning on the price over time

social interaction and stock market participation we propose that stock market participation is influenced by social interaction in our model any given social investor finds the market more attractive when more of his peers participate we test this theory using data from the health and retirement study and find that social households those who interact with their neighbors or attend church are substantially more likely to invest in the market than non social households controlling for wealth race education and risk tolerance moreover consistent with a peer effects story the impact of sociability is stronger in states where stock market participation rates are higher

measurement effects and the variance of returns after stock splits and stock dividends this article examines the relation between two factors affecting stock returns the bid ask spread and price discreteness and the increase in return variance after ex dates of stock splits and stock dividends controlling for these effects the variance of daily returns still increases significantly the variance of weekly returns also increases significantly and the variance of returns for a control sample of nonsplitting firms shows no significant increase variance ratio tests show that bid ask errors are small for these stocks and therefore cannot explain the large increase in variance spreads and price discreteness do not explain increased variance after stock distributions article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

how does the informed trading impact bitcoin returns and volatility this study employed an augmented ar gjrgarch model that incorporates an intraday based buy sell order size imbalance measure to explore how informed trading behaviour activity impacted bitcoin retu

the term structure of currency carry trade risk premia we nd that average returns to currency carry trades decrease signicantly as the maturity of the foreign bonds increases because investment currencies tend to have small local bond term premia the downward term structure of carry trade risk premia is informative about the temporal nature of risks that investors face in currency markets we show that long maturity currency risk premia only depend on the domestic and foreign permanent components of the pricing kernels since transitory currency risk is automatically hedged by interest rate risk for long maturity bonds our

a measure of the u s output gap abstract an autoregressive distributed lag regression of the unemployment rate on output growth is structurally stable over the 1890 1986 period inverting this equation yields a measure of the output gap which is not subject to the spurious detrending problem

empirical characteristics of the permanent and transitory components of stock return analysis in a markov switching heteroscedasticity framework abstract this paper adopts the markov switching heteroscedasticity framework to decompose stock return into permanent and transitory components the analysis is carried out for four major economies to detect differences in the behaviour of different markets the findings show that there is substantial variation in the duration of the volatility states of the transitory component in these markets it is also found that the us market has a positive correlation with the other markets for the permanent component whereas it has a negative correlation for the temporal component

are output fluctuations transitory according to the conventional view of the business cycle fluctuations in output represent temporary deviations from trend the purpose of this paper is to question this conventional view if fluctuations in output are dominated by temporary deviations from the natural rate of output then an unexpected change in output today should not substantially change one s forecast of output in say five or ten years our examination of quarterly postwar united states data leads us to be skeptical about this implication the data suggest that an unexpected change in real gnp of 1 percent should change one s forecast by over 1 percent over a long horizon

does medicare save lives health insurance characteristics shift at age 65 as most people become eligible for medicare we measure the impacts of these changes on patients who are admitted to hospitals through emergency departments for conditions with similar admission rates on weekdays and weekends the age profiles of admissions and comorbidities for these patients are smooth at age 65 suggesting that the severity of illness is similar on either side of the medicare threshold in contrast the number of procedures performed in hospitals and total list charges exhibit small but statistically significant discontinuities implying that patients over 65 receive more services we estimate a nearly 1 percentage point drop in 7 day mortality for patients at age 65 equivalent to a 20 reduction in deaths for this severely ill patient group the mortality gap persists for at least 9 months after admission

stock prices and volume the authors undertake a comprehensive investigation of price and volume co movement using daily new york stock exchange data from 1928 to 1987 they adjust the data to take into account well known calendar effects and long run trends to describe the process they use a seminonparametric estimate of the joint density of current price change and volume conditional on past price changes and volume four empirical regularities are found 1 positive correlation between conditional volatility and volume 2 large price movements are followed by high volume 3 conditioning on lagged volume substantially attenuates the leverage effect and 4 after conditioning on lagged volume there is a positive risk return relation article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the impact of health insurance on stockholding a regression discontinuity approach economic theory predicts that a reduction in background risk should induce financial risk taking particularly for individuals with low stock market participation costs hence health insurance coverage could affect financial risk taking by offsetting health related background risk we use a regression discontinuity design to examine whether medicare eligibility at age 65 increases stockholding in the us and find that it does so for those with college education but not for their less educated counterparts who face higher stock market participation costs our results are unlikely due to the reduction of medical expenses associated with medicare coverage because the latter does not affect bondholding

income risk borrowing constraints and portfolio choice economic theory suggests that uninsurable income risk and the expectation of future borrowing constraints can reduce the share of risky assets in a household s portfolio if the utility function exhibits decreasing absolute risk aversion and decreasing prudence an individual will reduce his exposure to rate of return risks when confronted with other independent risks if there are transaction costs the expectation of future borrowing constraints should induce individuals to keep a lower proportion of their wealth in the form of illiquid and risky assets the authors find support for these propositions in a cross section of italian households copyright 1996 by american economic association

short sales constraints and price discovery evidence from the hong kong market short sales practices in the hong kong stock market are unique in that only stocks on a list of designated securities can be sold short by analyzing the price effects following the addition of individual stocks to the list we find that short sales constraints tend to cause stock overvaluation and that the overvaluation effect is more dramatic for individual stocks for which wider dispersion of investor opinions exists these findings are consistent with miller s 1977 intuition and other optimism models we also document higher volatility and less positive skewness of individual stock returns when short sales are allowed the question of how short sales impact capital markets is highly controversial with short sale regulations varying widely across countries and capital markets 1 although short selling has been carried out for years in major financial markets around the world its effects on market efficiency especially on pricing efficiency remain of interest to financial researchers miller 1977 theorizes that in the presence of short sales constraints security prices tend to reflect a more optimistic valuation than the average opinion of potential investors and thus tend to be upward biased this overvaluation argument is based on two conditions 1 a security s short sales are either prohibited or costly and 2 investors have heterogeneous beliefs or information about the security s value the underlying intuition is quite straightforward pessimistic investors are forced to sit out of the market when short sales are not available and thus some negative information is not reflected in prices enabling enthusiastic buyers to bid prices above the level that average investors perceive as fair this argument has significant implications for market efficiency theories since one of the major functions of capital markets is price discovery indeed an efficient market should be a market in which prices always

strategic trading behavior and price distortion in a manipulated market anatomy of a squeeze abstract this paper investigates an attempted delivery squeeze in a bond futures contract traded in london using cash and futures trades of dealers and customers we analyze their strategic trading behavior price distortion and learning in a market manipulation setting we argue that marked differences in settlement failure penalties in the cash and futures markets create conditions that favor squeezes we recommend that regulators require special flagging of forward term repurchase agreements on the key deliverables that span futures contract maturity dates and that exchanges mark to market their contract specifications more frequently or consider a cash settled contract on a basket of bonds

market created risk we develop a multiperiod rational expectations model of securities market equilibrium in which equilibrium prices may move between periods even though it is common knowledge that no new information has arrived about ultimate security payoffs this happens because investors know they have imperfect information about the endowments of other investors and this knowledge affects their probability beliefs about the prices that will prevail at the intermediate trading date these beliefs are reflected in the equilibrium at the initial trading date when investors focus on the probabilities of intermediate capital gains and losses rather than ultimate payoffs virtually all models of the pricing of securities employ some notion of market equilibrium so for prices to fluctuate something in the equilibrium must change since equilibrium in an informationally efficient market implies that market clearing prices reflect all available information about future securities payoffs it seems to be frequently assumed that observed jumps in prices ought under the efficient market hypothesis to reflect the arrival of new information about future cash payoffs to securities the major theme of this paper is to examine a multiperiod model of securities market equilibrium in which equilibrium prices may change sharply between periods even if it is common knowledge that no new information about ultimate payoffs has arrived and all investors are rational and make full use of all available information in our model the new information that leads to a price change is information about how much of the known total supply of risky securities is held by investors of different preferences for this model to produce intertemporal price fluctuation in equilibrium two phenomena must occur firstly the initially unknown composition of the market must not be revealed by equilibrium prices at the initial trading date secondly despite this the true composition of the market must at least partially determine prices at a later trading date they key to both these phenomena lies in the difference in investor behavior when they anticipate revising their current portfolio holdings in response to future price changes as compared to when they choose portfolios on the basis of receiving the ultimate cash payoffs to the securities they buy in practice few investors anticipating holding financial securities to their eventual liquidation by the issuer short term debt or debt close to maturity would be the major exception few equity securities relative to the total supply

money output and inflation in the longer term major industrial countries 1880 2001 i introduction the empirical role of money growth in the macroeconomy has been studied by many researchers using different data and methods the most prominent studies focusing on the quantity theory of money are those of friedman and schwartz 1963 1982 using data averaged over the phases of the business cycle in order to capture longer run movements with u s and u k data back to 1867 the study by mccandless and weber 2001 is a representative example for a different approach for 110 countries in the post wwii period longer run growth rates are approximated by growth of a variable over a 30 year period average growth rates 1 the problem with phase averaging is that it does not deal with possible nonstationarity of the data 2 the problem with growth averages over long periods while informative to a degree is that they have limitations too it is impossible to assess the timing of movements in these variables 3 in the frequency domain the long run is associated with frequency zero which in our terminology is the long run trend previous studies in the frequency domain on the long run neutrality of money at zero frequency include the studies of lucas 1980 and geweke 1986 the theory of spectral analysis provides a rigorous framework for extracting specific frequency bands from the data instead of considering only frequency zero stock and watson 1998 applied the band pass filter of baxter and king 1999 to extract cycles frequency bands for u s data and focused on the business cycle and on mostly the post wwii period christiano and fitzgerald 2003 proposed an improved band pass filter and provided an application to the longer run relation of money and inflation for bands of 8 20 years and 20 40 years in the united states from 1900 to 1997 4 the usefulness of monetary aggregates for conducting monetary policy has been seriously called into question because of the instability of money demand a prominent empirical study is that of estrella and mishkin 1997 recent mainstream new keynesian models have no explicit role for money woodford 2008 a contrasting view is that the longer term role of money is still of relevance for monetary policy the european central bank explicitly emphasizes a supporting role that monetary aggregates should play in order to provide an anchor for inflation expectations hafer haslag and jones 2007 issing 2006 king 2002 nelson 2003 christiano motto and rostagno 2007 provided a theoretical new keynesian model where inflation expectations lose their anchor unless money is monitored and reacted to also beck and wieland 2008 presented a new keynesian model where cross checking with money growth movements improves inflation control similarly assenmacher wesche and gerlach 2006 2007 found a significant role for a low frequency low pass filtered component of money in the empirical new keynesian phillips curve equation 5 in the spirit of friedman 1961 we use long time spans so that our results are unlikely to be because of a specific policy rule in place in a given period we have 122 years of annual data from 1880 to 2001 before the introduction of the euro in 2002 we have real gross domestic product gdp money and consumer price indices cpis with no gaps for 11 industrialized countries 6 the countries included in our study differ in such terms as their institutions fiscal and monetary policies and economic growth rates nonetheless at least in peace time they were similar in generally having comparatively free markets in which prices and interest rates were determined our aim is to apply analytic methods that are free from economic and statistical models as much as possible in order to explore empirical regularities or stylized facts in the data also the focus of our research is the longer run we employ band pass filters to pick out cycles from each time series that last 8 40 years that is the longer term component

belief dispersion in the stock market we develop a dynamic model of belief dispersion with a continuum of investors differing in beliefs the model is tractable and qualitatively matches many of the empirical regularities in a stock price its mean return volatility and trading volume we find that the stock price is convex in cash flow news and increases in belief dispersion while its mean return decreases when the view on the stock is optimistic and vice versa when pessimistic moreover belief dispersion leads to a higher stock volatility and trading volume we demonstrate that otherwise identical two investor heterogeneous beliefs economies do not necessarily generate our main results

are foreign exchange forecasts rational new evidence from survey data abstract tests of rationality in foreign exchange markets have been inconclusive because of disagreement over the relevant asset pricing model this paper uses a newly available set of data on foreign exchange expectations to directly test the rationality of four foreign currency markets overall the results reject the rational expectations hypothesis

on the credit to gdp gap and spurious medium term cycles abstract i provide empirical evidence suggesting that the credit to gdp gap is subject to spurious medium term cycles i e artificial boom bust cycles with a maximum duration of around 40 years

examining trends of criteria air pollutants are the effects of governmental intervention transitory despite its growth in other areas of economics time series econometric methods have not beenwidespread in the area of environmental andresource economics we illustrate one use oftime series methods by examining the time pathof us nitrogen oxide nox emission dataover the period 1900 1994 the analysishighlights that proper time series methods canaid in optimal regulatory policy as well asdeveloping empirical verification of theoriesput forth to explain economic phenomena inaddition several interesting results emerge first we find that the emissions seriescontains both a permanent and random component second if one attributed all of the emissionsreductions to regulatory policy interventionanalysis suggests that the 1970 clean air act caa did not merely have transitory effects but permanently influenced the noxemission path in terms of total regulatoryimpact an upper bound on the emissions saveddue to the 1970 caa is in the range of27 48

measuring investors opinion divergence numerous proxies for divergence of investors opinions have been suggested in the empirical accounting and finance literatures i offer a new proxy constructed from proprietary limit order and market order data this allows me to capture additional information on investors private valuations proxies from the extant literature based on publicly available data do not contain such information given my new measure i ask which of the extant proxies correlates best with it in my regression analysis unexplained volume is the best proxy for opinion divergence conditioning on various firm specific and order specific characteristics generally does not change this conclusion the main exception is the sample of firms without ibes forecast dispersion data for which bid ask spread is the best proxy for opinion divergence factor analysis also suggests that unexplained volume is the preferred proxy for opinion divergence

forecasting output gaps in the g 7 countries the role of correlated innovations and structural breaks trend gdp and output gaps play an important role in fiscal and monetary policy formulation often including the need for forecasts in this article we focus on forecasting trend gdp and output gaps with beveridge nelson trend cycle decompositions trend cycle decompositions and investigate how these are affected by assumptions concerning correlated innovations and structural breaks we evaluate expanding window one step ahead forecasts indirectly for the g 7 countries on the basis of real gdp growth rate forecasts we find that correlated innovations affect real gdp growth rate forecasts positively while allowing for structural breaks works for some countries but not for all in the face of uncertainty the evidence supports that in making forecasts of trends and output gap policy makers should focus on allowing for the correlation of shocks as an order of priority higher than unknown structural breaks

the relation between price changes and trading volume a survey this paper reviews previous and current research on the relation between price changes and trading volume in financial markets and makes four contributions first two empiri cal relations are established volume is positively related to the magnitude of the price change and in equity markets to the price change per se second previous theoretical research on the price volume relation is summarized and critiqued and major insights are emphasized third a simple model ofthe price volume relation is proposed that is consis tent with several seemingly unrelated or contradictory observations and fourth several directions for future research are identified

trader types and volatility of emission allowance prices evidence from eu ets phase i abstract this paper studies the relation between the trading activity of market participants and the volatility of the european emission allowance price during phase i of the european union emission trading system eu ets we focus on the contrasting roles of different trader types we find evidence of a positive and significant trading activity volatility relation which appears to be stronger when accounting for trader type the positive relation can be mainly attributed to energy providers in contrast industrial companies seem to have traded more frequently when volatility levels were lower finally the non liable players represented by financial intermediaries appear to have acted as a flexible counterparty trading more with the energy sector when volatility was higher and more with the industrial firms when volatility was lower we discuss possible explanations for these contrasted positions understanding the trading activity volatility link is relevant for evaluating the efficiency of the eu ets although the relation is generally positive many players remained often inactive and traded mostly when volatility levels were lower policies targeting the engagement of less active players could lead to a smoother incorporation of information into prices and to an increase in market efficiency

time series decomposition and measurement of business cycles trends and growth cycles abstract a study of business cycles does not require trend estimation and elimination but a study of growth cycles does major cyclical slowdowns and speedups deserve to be analyzed but the needed time series decomposition presents difficult problems mainly because trends and cycles influence each other we compare cyclical movements in levels deviations from trend and smoothed growth rates for both the quarterly real gdp and the monthly u s coincident index using the phase average trend pat then we compare alternative trend estimates deterministic and stochastic linear and nonlinear and the corresponding series of deviations from these trends we discuss how the resulting estimates differ for u s growth cycles in the post world war ii period the results of pat show great similarity to the results obtained with the hodrick prescott local linear trend band pass filtering methods

why do so few hold stocks the authors investigate why 75 percent of u s households do not hold stocks despite the equity premium and predictions of expected utility models the question is relevant for privatization asset pricing and tax progressivity issues they show that risk aversion per se heterogeneity of beliefs habit persistence time nonseparability and quantity constraints on borrowing do not account for the phenomenon a wedge between borrowing and lending rates and minimum investment requirements are plausible but empirically weak factors more promising explanations are inertia and departures from expected utility maximization there is also qualified support for nondiversifiable income risk as a contributing factor copyright 1995 by royal economic society

adjustment costs and pricing to market theory and evidence abstract this paper develops an adjustment cost model of pricing to market the model consists of a monopolist who supplies an identical nondurable good to two foreign markets it is shown that the degree of pricing to market increases with the relative importance of the transitory component in exchange rates customs data from 1978 through 1987 on u s and canadian imports of seven german commodities are used to estimate the model s parameters and test its over identifying restrictions

portfolio choice in retirement health risk and the demand for annuities housing and risky assets in a life cycle model a retiree faces stochastic health depreciation and chooses consumption health expenditure and the allocation of wealth between bonds stocks and housing the model explains key facts about asset allocation and health expenditure across health status and age the portfolio share in stocks is low overall and is positively related to health especially for younger retirees the portfolio share in housing is negatively related to health for younger retirees and falls significantly in age finally out of pocket health expenditure as a share of income is negatively related to health and rises in age

differential information and dynamic behavior of stock trading volume this article develops a multiperiod rational expectations model of stock trading in which investors have differential information concerning the underlying value of the stock investors trade competitively in the stock market based on their private information and the information revealed by the market clearing prices as well as other public news we examine how trading volume is related to the information flow in the market and how investors trading reveals their private information article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

analysis of us real gnp and unemployment interactions abstract instead of the more common unemployment rate the time series data of the level of us unemployment is used together with us real gnp and later also with the us money stock to identify a bivariate and trivariate structural model the model is then used to examine the interaction of the unemployment level with the real gnp in the business cycle frequencies the commonly perceived okun s law is shown to disappear in the trivariate model

emerging market business cycles learning about the trend abstract emerging market business cycles feature a higher variability of consumption relative to output and a strongly countercyclical trade balance an equilibrium business cycle model in which agents learn to distinguish between the permanent and transitory components of total factor productivity shocks using the kalman filter accounts for these features calibrated to mexico the model accounts for the behavior of consumption and the trade balance for a wide range of variability and persistence of permanent shocks relative to transitory shocks estimation for mexico and canada suggests more severe informational frictions in emerging markets than in developed economies

what did medicare do the initial impact of medicare on mortality and out of pocket medical spending abstract we study the impact of the introduction of one of the major pillars of the social insurance system in the united states the introduction of medicare in 1965 our results suggest that in its first 10 years the establishment of universal health insurance for the elderly had no discernible impact on elderly mortality however we find a substantial reduction in the elderly s exposure to out of pocket medical expenditure risk specifically we estimate that the introduction of medicare was associated with a 40 decline in out of pocket spending for the top quartile of the out of pocket spending distribution a stylized expected utility framework suggests that the welfare gains from such reductions in risk exposure alone may be sufficient to cover almost two fifths of the costs of medicare these findings underscore the importance of considering the direct insurance benefits from public health insurance programs in addition to any indirect benefits from an effect on health

exploiting the heteroskedasticity in measurement error to improve volatility predictions in oil and biofuel feedstock markets abstract we examine whether heteroskedasticity in measurement errors improves the volatility forecasting ability of the heterogenous autoregressive har model in crude oil and biofuel feedstock markets we also examine the incremental explanatory power of jumps and the investor fear gauge ifg over heteroskedasticity in measurement errors in improving the volatility forecasting ability of the har model in each of these markets for the in sample evaluation we find that exploiting the heteroskedasticity of measurement errors in the har model improves the model s goodness of fit measured by adjusted r2 by up to 10 depending on the market ifg has a significant incremental role over heteroskedasticity in measurement errors in improving the fit of the har model in both the crude oil and biofuel feedstock markets while jumps have a significant incremental role in improving the fit of the har model in the crude oil market but not the biofuel feedstock markets for the out of sample forecasts including regime switching improves volatility predictions in the corn and wheat markets across all forecasting horizons while for the soybean market including regime switching improves the performance of multi step volatility forecasts in the out of sample forecasts the best ranked models almost always include heteroskedasticity of measurement error and ifg

the cyclical component of u s economic activity quarterly data on industrial production and deflated gross national product in the united states from 1947 through 1985 are decomposed into independent nonstationary trend and stationary cycle components using kalman filtering and smoothing techniques estimates of the model parameters imply that at least half of the quarterly innovation in u s economic activity can be attributed to a stationary cyclical component that persists over periods of time as long as five years this finding is inconsistent with the hypothesis that most of the apparent variation in u s economic activity can be attributed to a nonstationary trend component

household portfolio choice and retirement this study examines household portfolio choice through the retirement transition i show that couples significantly decrease their stock allocations after retirement whereas singles allocations remain relatively unchanged reallocations are concentrated among couples in which the wife is more risk averse than her husband husbands and wives respective retirement events are followed by opposite signed changes in stock allocations these findings are consistent with a model of collective household decision making in which spouses have heterogeneous risk preferences and suggest that dynamics in the distribution of intrahousehold bargaining power generate time varying household risk aversion

futures trading with information asymmetry and otc predominance another look at the volume volatility relations in the european carbon markets this paper constitutes the first exercise of analysing the european carbon market efficiency from a double perspective combining both nature of execution venues screen vs otc trading and their volatility liquidity relations using a bivariate asymmetric gjr garch model we first document that otc exchange traded trading volume shows consistent bi uni directional granger causality to our volatility estimates consistent with greater responsiveness of the otc exchange traded market to changes in market wide idiosyncratic risks second we report significant contemporaneous and lagged positive causality of otc derivatives volume on spot futures volatility confirming that the sequential information arrival hypothesis siah applies third we find that the one way causality from otc to futures volumes is mainly driven by heterogeneous investor beliefs trading volume provides an indication on how private information is dispersed and held at different levels rather than proxying information signal itself after rejecting execution venues substitutability we advocate for systematic clearing and netting of otc positions through a unique clearing house and reporting rules to identify speculation in line with mifid art 59 proposals

persistence in variance structural change and the garch model this article examines the persistence of the variance as measured by the generalized autoregressive conditional heteroskedasticity garch model in stock return data in particular we investigate the extent to which persistence in variance may be overstated because of the existence of and failure to take account of deterministic structural shifts in the model both an analysis of daily stock return data and a monte carlo simulation experiment confirm the hypothesis that garch measures of persistence in variance are sensitive to this type of model misspecification

volume volatility and the dispersion of beliefs i examine a two period noisy rational expectations model of a futures market and show that the dispersion of expectations about a weighted average of future prices measures both the additional volatility and the additional expected volume of trade associated with noisy information the role played by dispersion helps clarify several stylized facts concerning volume and price behavior specifically dispersion can be a factor contributing to the positive correlation between volume and absolute price changes and the positive correlation between consecutive absolute price changes article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

estimating long run economic equilibria with stochastic trends an asymptotic theory is provided to analyze a menu of currently existing estimators of cointegrated systems we study in detail the single equation ecm seecm approach of hendry our theoretical results lead to prescriptions for empirical work such as specifying seecm s nonlinearly and including lagged equilibrium relationships rather than lagged differences of the dependent variable as covariates simulations support these prescriptions and point to problems of overfitting not encountered in the semiparametric approach of phillips and hansen 1990

unemployment and infant health times series evidence from the state of tennessee this is the first study that decomposes unemployment into its structural and cyclical components and investigates their impact on income distribution controlling for the influence of inflation increases in structural unemployment have a substantial

the impact of nearly universal insurance coverage on health care utilization evidence from medicare the onset of medicare eligibility at age 65 leads to sharp changes in the health insurance coverage of the u s population these changes lead to increases in the use of medical services with a pattern of gains across socioeconomic groups that varies by type of service while routine doctor visits increase more for groups that previously lacked insurance hospital admissions for relatively expensive procedures like bypass surgery and joint replacement increase more for previously insured groups that are more likely to have supplementary coverage after 65 reflecting the relative generosity of their combined insurance package under medicare

the prebisch singer hypothesis a reappraisal independent of stationarity hypotheses time series behaviour of the relative price of primary commodities raul prebisch i950 and hans singer i950 believed that the long term trend of primary commodity prices was negative the latter in an interesting discussion of the above quandary pp 482 3 viewed rises in primary commodity prices as purely temporary sources of surplus that offered short lived opportunities to increase industrial investment these opportunities were missed by private investors who instead increased primary sector investment in such circumstances because all private activity tends to be governed by the price