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

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

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

u s monetary regimes and optimal monetary policy in the euro area monetary policy in the united states has been documented to have switched from reacting weakly to inflation fluctuations during the 1970s to fighting inflation aggressively from the early 1980s onward in this paper i analyze the impact of the u s monetary policy regime switches on the eurozone i construct a new keynesian two country model where foreign u s monetary policy switches regimes over time i estimate the model for the u s and the euro area using quarterly data and find that the united states has switched between those two regimes in line with existing evidence i show that foreign regime switches affect home eurozone inflation and output volatility and their responses to shocks substantially as long as the home central bank commits to a time invariant interest rate rule reacting to domestic conditions only optimal policy in the home country instead requires that the home central bank reacts strongly to domestic producer price inflation and to international variables such as imported goods relative prices in fact i show that currency misalignments and relative prices play a crucial role in the transmission of foreign monetary policy regime switches internationally interestingly i show that only marginal gains arise for the euro area when the european central bank ecb adjusts its policy according to the monetary regime in the united states thus a simple time invariant monetary policy rule with a strong reaction to producer price index ppi inflation and relative prices is enough to counteract the effects of monetary policy switches in the united states

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

var analysis and the great moderation post world war ii us macroeconomic history is usually divided into two distinct subperiods the former period which extends up to the end of the volcker disinflation is characterized by a significant extent of macroeconomic turbulence with highly volatile inflation and output growth the latter period from the end of the volcker disinflation up to the present day is marked in contrast by significantly smaller volatilities for both inflation and output growth these dramatic changes in the reduced form properties of the us economy over the last several decades char acterize a phenomenon known as the great moderation see in particular chang jin kim and charles nelson 1999 margaret mcconnell and gabriel perez quiros 2000 a vast empirical literature has investigated the source s of the great moderation in an attempt to disentangle the relative contributions of two main explanations good policy and good luck based on time varying or markov switching structural var methods the good luck hypoth esis has been advocated by a number of authors including james h stock and mark w watson 2003 giorgio e primiceri 2005 christopher sims and tao zha 2006 and luca gambetti evi pappa and fabio canova 2008

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

on non uniqueness in rational expectations models an attempt at perspective abstract many macroeconomic models involving rational expectations give rise to an infinity of solution paths even when the models are linear in all variables some writers have suggested that this non uniqueness constitutes a serious weakness for the rational expectations hypothesis one purpose of the present paper is to argue that the non uniqueness in question is not properly attributable to the rationality hypothesis but instead is a general feature of dynamic models involving expectations it is also argued that there typically exists in a very wide class of linear rational expectations models a single solution that excludes bubble or bootstrap effects one that occur only because they are arbitrarily expected to occur a systematic procedure for obtaining solutions free from such effects is introduced and discussed in addition this procedure is used to interpret and reconsider several prominent examples with solution multiplicities including ones developed by fischer black and john b taylor

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

macroeconomic forecasting performance under alternative specifications of time varying volatility summary this paper compares alternative models of time varying volatility on the basis of the accuracy of real time point and density forecasts of key macroeconomic time series for the usa we consider bayesian autoregressive and vector autoregressive models that incorporate some form of time varying volatility precisely random walk stochastic volatility stochastic volatility following a stationary ar process stochastic volatility coupled with fat tails garch and mixture of innovation models the results show that the ar and var specifications with conventional stochastic volatility dominate other volatility specifications in terms of point forecasting to some degree and density forecasting to a greater degree copyright 2014 john wiley sons ltd

liquidity loanable funds and real activity abstract this paper develops a general equilibrium model of two traditional explanations of the monetary black box linking money and real activity the liquidity effect and the loanable funds effect these effects are modeled with a monetary production economy in which central bank injections of cash are funnelled into the economy through the credit market since only borrowers have direct access to the newly injected cash monetary injections cause nominal interest rates to fall if firms are borrowers then monetary injections also increase current and future real activity

realized and optimal monetary policy rules in an estimated markov switching dsge model of the united kingdom this paper investigates underlying changes in the u k economy over the past thirty five years using a small open economy dsge model using bayesian analysis we find uk monetary policy nominal price rigidity and exogenous shocks are all subject to regime shifting a model incorporating these cha nges is used to estimate the realised monetary policy and derive the optimal mon etary policy for the uk this allows us to assess the effectiveness of the realis ed policy in terms of stabilising economic fluctuations and in turn provide an ind ication of whether there is room for monetary authorities to further improve their polic ies

inferring monetary policy objectives with a partially observed state accounting for the uncertainty inherent in real time perceptions of the state of the economy is believed to be critical for the analysis of historical monetary policy we investigate this claim through the lens of a small scale new keynesian model with optimal discretionary policy and partial information about the state the model is estimated using maximum likelihood on us data over the volcker greenspan bernanke regime a comparison of our estimates to those from a version of the model with complete information reveals that under partial information i the federal reserve demonstrates a significant concern for stabilizing fluctuations in the output gap and ii the discrepancy between optimal and observed policy behavior is smaller

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

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

the swings of u s inflation and the gibson paradox in recent business cycles u s inflation has experienced a reduction of volatility and a severe weakening in the correlation to the nominal interest rate gibson paradox we examine these facts in an estimated dynamic stochastic general equilibrium model with money our findings point at a flatter new keynesian phillips curve higher price stickiness and a lower persistence of markup shocks as the main explanatory factors in addition a higher interest rate elasticity of money demand an increasing role of demand side shocks and a less systematic behavior of fed s monetary policy also account for the recent patterns of u s inflation dynamics jel e32 e47

equilibrium in a production economy with an income tax this paper develops a method to study an infinite horizon production economy distorted by a state dependent income tax this setting permits taxes to depend on the capital stock an endogenous state variable and thus captures situations where the evolution for capital and taxes is jointly determined to solve this model the consumption function is represented as a fixed point of a nonlinear monotone operator that is defined such that its nth iteration computes the consumption function n steps away from the horizon for a corresponding finite horizon economy the oparator s monotonicity is exploited in proving the existence of and constructing an equilibrium copyright 1991 by the econometric society

monetary regime switches and central bank preferences monetary policy objectives and targets are not necessarily constant over time the regime switching literature has typically analyzed and interpreted changes in policymakers behavior through simple interest rate rules this paper analyzes policy regime switches by explicitly modeling policymakers behavior and objectives we show that changes in the parameters of simple rules do not necessarily correspond to changes in policymakers preferences in fact capturing and interpreting regime changes in preferences through interest rate rules can lead to misleading results

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

mean reversion of standard poor s 500 index basis changes arbitrage induced or statistical illusion mean reversion in stock index basis changes has been presumed to be driven by the trading activity of stock index arbitragers we propose here instead that the observed negative autocorrelation in basis changes is mainly a statistical illusion arising because many stocks in the index portfolio trade infrequently even without formal arbitrage reported basis changes would appear negatively autocorrelated as lagging stocks eventually trade and get updated the implications of this study go beyond index arbitrage however our analysis suggests that spurious elements may creep in whenever the price change or return series of two securities or portfolios of securities are differenced mean reversion in stock index basis changes has been amply documented mackinlay and ramaswamy 1988 find significant negative first order autocorrelation in normalized intraday basis changes of the s p 500 index futures traded on the chicago mercantile exchange cme yadav and pope 1990 find similar behavior using financial times stock exchange ftse 100 index futures data from the london international financial futures exchange liffe as does lim 1990 using nikkei 225 index futures from the singapore international monetary exchange simex the trading activity of stock index arbitragers has been presumed to be driving this elastic realignment of stock index and index futures prices when the basis widens beyond its theoretical level arbitragers simultaneously sell index futures and buy the index portfolio pulling the difference between the futures and index

were there regime switches in u s monetary policy working paper 2004 14 june 2004 abstract a multivariate model identifying monetary policy and allowing for simultaneity and regime switching in coefficients and variances is confronted with u s data since 1959 the best fit is with a model that allows time variation in structural disturbance variances only among models that also allow for changes in equation coefficients the best fit is for a model that allows coefficients to change only in the monetary policy rule that model allows switching among three main regimes and one rarely and briefly occurring regime the three main regimes correspond roughly to periods when most observers believe that monetary policy actually differed and the differences in policy behavior are substantively interesting though statistically ill determined the estimates imply monetary targeting was central in the early 80s but was also important sporadically in the 70s the changes in regime were essential neither to the rise in inflation in the 70s nor to its decline in the 80s jel classification e52 e47 c53 key words counterfactuals lucas critique policy rule monetary targeting simultaneity volatility model comparison i the debate over monetary policy change in an influential paper clarida gali and gertler 2000 cgg presented evidence that us monetary policy changed between the 1970 s and the 1980 s indeed that in the 70 s it was drastically worse they found that the policy rule apparently followed in the 70 s was one that when embedded in most stochastic general equilibrium models would imply non uniqueness of the equilibrium and hence vulnerability of the economy to sunspot fluctuations of arbitrarily large size their estimated policy rule for the later period on the other hand eliminated this indeterminacy these results are a possible explanation of the volatile and rising inflation of the 70 s and of its subsequent decline the cgg analysis has two important weaknesses one is that it fails to account for stochastic volatility us macroeconomic variables and particularly the federal funds rate have gone through periods of tranquility and of agitation with forecast error variances varying greatly from period to period ignoring such variation does not lead to inconsistent estimates of model parameters when the forecasting equations themselves are constant but it strongly biases toward a finding of changed parameters tests of the stability of the forecasting equations the other weakness is that the cgg analysis rests on powerful and implausible identifying assumptions they require that we accept that the response of the monetary authority to expected future inflation and output does not depend on the recent history of inflation money growth or output it is hard to understand why this should be so especially in the 70 s when monetarism was a prominent theme in policy debates congress was requiring reports from the fed of projected time paths of monetary aggregates and financial markets were reacting sensitively to weekly money supply numbers the requirement for existence and uniqueness of equilibrium in dynamic models is that the monetary policy rule show a more than unit response of interest rates to the sum of the logs of all nominal variables that appear on the right hand side of the reaction function if we force a particular measure of expected future inflation to proxy for all the nominal variables that actually appear independently in the reaction function we are bound to get distorted conclusions on the one hand because expected future inflation will be a noisy measure of the full set of nominal influences on policy we might get downward bias in our estimates from the usual errorsin variables effect on the other hand to the extent that expected future inflation like most expected future values shows less variation than current nominal variables we could find a mistaken scaling up of coefficients

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

fiscal policy and asset prices with incomplete markets we study the simultaneous impact of fiscal policy decisions on macroeconomic activity wealth distribution and asset prices we consider a general equilibrium overlapping generations model with incomplete markets and heterogeneous agents where government debt and capital are imperfect substitutes increases in public debt lead to significant increases in the riskless rate and to a reduction in the equity premium while higher capital income tax rates lead to a higher equity premium the crowding out effects on capital and output are much higher than in models where government debt and capital are perfect substitutes which thus ignore households portfolio reallocation decisions 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

solving endogenous regime switching models abstract this paper solves rational expectations models in which structural parameters switch across multiple regimes according to state dependent endogenous transition probabilities assuming small shocks and smooth transition probabilities we apply a perturbation approach we first provide for conditions under which a unique bounded equilibrium exists we then compute first and second order approximations in a new keynesian model with monetary policy switching we document new effects of monetary policy switching when transition probabilities depend on inflation

identifying the sources of instabilities in macroeconomic fluctuations abstract this paper investigates the sources of the substantial decrease in output growth volatility in the mid 1980s by identifying which of the structural parameters in a representative new keynesian and structural var models changed overturning conventional wisdom we show that the great moderation was due not only to changes in shock volatilities but also to changes in monetary policy parameters as well as in the private sector s parameters the great moderation was previously attributed to good luck because the alternative sources of instabilities appear to have offsetting effects on output volatility and therefore were impossible to detect using existing techniques

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

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

monetary policy and the term premium the term premium has become increasingly important in discussions of monetary policy formulation this paper reviews two approaches to embedding a variable term premium into an otherwise standard modern dsge model the first approach maintains frictionless asset trade but alters preferences so that agents are more averse to the risk in long bonds the second approach uses traditional preferences but segments asset trade between long and short bonds policy issues are also discussed

uncertainty shocks asset supply and pricing over the business cycle this article estimates a business cycle model with endogenous financial asset supply and ambiguity averse investors firms shareholders choose not only production and investment but also capital structure and payout policy subject to financial frictions an increase in uncertainty about profits lowers stock prices and leads firms to substitute away from debt as well as reduce shareholder payout this mechanism parsimoniously accounts for the postwar comovement in investment stock prices leverage and payout at both business cycle and medium term cycle frequencies ambiguity aversion permits a markov switching var representation of the model while preserving the effect of uncertainty shocks on the time variation in the equity premium

estimation of a forward looking monetary policy rule a time varying parameter model using ex post data abstract in this paper we consider estimation of a time varying parameter model for a forward looking monetary policy rule by employing ex post data a heckman type 1976 the common structure of statistical models of truncation sample selection and limited dependent variables and a simple estimator for such models annals of economic and social measurement 5 475 492 two step procedure is employed in order to deal with endogeneity in the regressors this allows us to econometrically take into account changing degrees of uncertainty associated with the fed s forecasts of future inflation and gdp gap when estimating the model even though such uncertainty does not enter the model directly we achieve efficiency in estimation by employing the standardized prediction errors for inflation and gdp gap as bias correction terms in the second step regression we note that no other empirical literature on monetary policy deals with this important issue our empirical results also reveal new aspects not found in the literature previously that is the history of the fed s conduct of monetary policy since the early 1970s can in general be divided into three subperiods the 1970s the 1980s and the 1990s the conventional division of the sample into pre volcker and volcker greenspan periods could mislead the empirical assessment of monetary policy

the transmission mechanism in good and bad times does the transmission of economic policies and structural shocks vary with the state of the economy we answer this question using a strategy based on quantile regressions which account for endogenous regressors and state dependent parameters an application to u s real activity and interest rate reveals pervasive asymmetries in the propagation mechanism across good and bad times during periods when real activity is above its conditional average the estimates of the degree of forward lookingness and interest rate semi elasticity are significantly larger in absolute value than the estimates associated with below average periods results are robust to alternative strategies to model state dependent parameters

likelihood ratio based tests for markov regime switching markov regime switching models are widely considered in economics and nance although there have been persistent interests see e g hansen 1992 garcia 1998 and cho and white 2007 the asymptotic distributions of likelihood ratio based tests have remained unknown this paper considers such tests and establishes their asymptotic distributions in the context of nonlinear models allowing for multiple switching parameters the analysis simultaneously addresses three di culties i some nuisance parameters are unidenti ed under the null hypothesis ii the null hypothesis yields a local optimum and iii the conditional regime probabilities follow stochastic processes that can only be represented recursively addressing these issues permits substantial power gains in empirically relevant situations besides obtaining the tests asymptotic distributions this paper also obtains four sets of results that can be of independent interest 1 a characterization of conditional regime probabilities and their high order derivatives with respect to the model s parameters 2 a high order approximation to the log likelihood ratio permitting multiple switching parameters 3 a re nement to the asymptotic distribution and 4 a uni ed algorithm for simulating the critical values for models that are linear under the null hypothesis the elements needed for the algorithm can all be computed analytically the above results also shed light on why some bootstrap procedures can be inconsistent and why standard information criteria such as the bayesian information criterion bic can be sensitive to the hypothesis and the model s structure when applied to the us quarterly real gdp growth rates the methods suggest fairly strong evidence favoring the regime switching speci cation consistently over a range of sample periods

a time varying parameter structural model of the uk economy abstract we estimate a time varying parameter structural macroeconomic model of the uk economy using a bayesian local likelihood methodology this enables us to estimate a large open economy dsge model over a sample that comprises several different monetary policy regimes and an incomplete set of data our estimation identifies a gradual shift to a monetary policy regime characterised by an increased responsiveness of policy towards inflation alongside a decrease in the inflation trend down to the two percent target level the time varying model also performs remarkably well in forecasting and delivers statistically significant accuracy improvements for most variables and horizons for both point and density forecasts compared to the standard fixed parameter version

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

e stability vis a vis determinacy in regime switching models abstract this paper examines e stability determinacy and indeterminacy in a general class of regime switching models with lagged endogenous variables using determinacy conditions from cho 2016 2020 our first result extends mccallum 2007 to models with time varying parameters the unique mean square stable equilibrium is e stable if agents have current information and one period ahead decision rules further we address the existence of e stable non fundamental equilibria and find that iteratively e stable equilibria of indeterminate switching models can exist finally we show that indeterminate new keynesian models with persistent recurring interest rate peg regimes admit iteratively e stable equilibria in special cases the iterative e stability condition coincides with the long run taylor principle

controlling inflation with timid monetary fiscal regime changes can monetary policy control inflation when both monetary and fiscal policies change over time when monetary policy is active a long run fiscal principle entails flexibility in fiscal policy that preserves determinacy even when deviating from passive fiscal substantially for brief periods or timidly for prolonged periods in order to guarantee a unique equilibrium monetary and fiscal policies must coordinate not only within but also across regimes and not simply on being active or passive but also on their extent the amplitude of deviations from the active monetary passive fiscal benchmark determines whether a regime is ricardian timid deviations do not imply wealth effects

a rehabilitation of monetary policy in the 1950 s monetary policy in the united states in the 1950s was remarkably modern analysis of federal reserve records shows that policymakers had an overarching aversion to inflation and were willing to accept significant costs to prevent it from rising to even moderate levels this aversion to inflation was the result of policymakers beliefs that higher inflation could not raise output in the long run that the level of output that would trigger increases in inflation was only moderate and that inflation had large real costs in the medium and long runs furthermore both narrative and empirical analysis indicates that policymakers were not wedded to free reserves or other faulty indicators in their implementation of policy empirical estimates of a forward looking taylor rule show that policymakers in the 1950s raised nominal interest rates more than one for one with increases in expected inflation and suggests that monetary policy in the 1950s was more similar to policy in the 1980s and 1990s than to that in the late 1960s and 1970s one implication of these findings is that the inflation of the late 1960s and 1970s must have been the result of a change in the conduct of policy this abstract was borrowed from another version of this item

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

monetary and fiscal policy switching a growing body of evidence finds that policy reaction functions vary substantially over different periods in the united states this paper explores how moving to an environment in which monetary and fiscal regimes evolve according to a markov process can change the impacts of policy shocks in one regime monetary policy follows the taylor principle and taxes rise strongly with debt in another regime the taylor principle fails to hold and taxes are exogenous an example shows that a unique bounded non ricardian equilibrium exists in this environment a computational model illustrates that because agents decision rules embed the probability that policies will change in the future monetary and tax shocks always produce wealth effects when it is possible that fiscal policy will be unresponsive to debt at times active monetary policy like a taylor rule in one regime is not sufficient to insulate the economy against tax shocks in that regime and it can have the unintended consequence of amplifying and propagating the aggregate demand effects of tax shocks the paper also considers the implications of policy switching for two empirical issues

regime switches agents beliefs and post world war ii u s macroeconomic dynamics the evolution of inflation and output over the last 50 years is examined through the lens of a micro founded model that allows for changes in the behavior of the federal reserve and in the volatility of structural shocks agents are aware of the possibility of regime changes and their beliefs have an impact on the law of motion underlying the macroeconomy the results support the view that there were regime switches in the conduct of monetary policy however the behavior of the federal reserve is identified by repeated fluctuations between a hawk and a dove regime instead of by the traditional pre and post volcker structure counterfactual simulations show that if agents had anticipated the appointment of an extremely conservative chairman inflation would not have reached the peaks of the late 70s and the inflation output trade off would have been less severe these beliefs counterfactuals are new in the literature finally the paper provides a bayesian algorithm to handle the technical difficulties that arise in a rational expectations model with markov switching regimes

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

monetary policy regime shifts and inflation persistence abstract using bayesian methods we estimate a markov switching new keynesian msnk model that allows shifts in the monetary policy reaction coefficients and shock volatilities with u s data we find that a more aggressive monetary policy regime was in place after the volcker disinflation and before 1970 than during the great inflation of the 1970s our estimates also indicate that a low volatility regime has been in place during most of the sample period after 1984 we connect the timing of the different regimes to a measure of inflation persistence

monetary policy and asset prices a markov switching dsge approach summary this paper estimates a markov switching dynamic stochastic general equilibrium model by incorporating stock prices in monetary policy rules in order to identify the federal reserve s stance toward them based on the data from 1984 q1 to 2009 q2 i find that historical evidence of the policy reaction toward stock prices is weak except for the stock market bubble of the 1990s a counterfactual exercise shows that the rapid growth in stock prices during that period would have been significantly higher if monetary policy had been independent of the stock market however unconditional macroeconomic volatility increases with the degree of policy responsiveness toward stock prices copyright 2017 john wiley sons ltd

long run implications of investment specific technological change an attempt is made to disentangle its effects from the more traditional hicksneutral form of technological progress the balanced growth path for the model is characterized and calibrated to u s national income and product account nipa data the quantitative analysis suggests that investment specific technological change accounts for the major part of growth jel e13 030 041 047

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

why inflation rose and fell policy makers beliefs and u s postwar stabilization policy this paper provides an explanation for the run up of u s inflation in the 1960s and 1970s and the sharp disinflation in the early 1980s which standard macroeconomic models have difficulties in addressing i present a model in which rational policymakers learn about the behavior of the economy in real time and set stabilization policy optimally conditional on their current beliefs the steady state associated with the self confirming equilibrium of the model is characterized by low inflation however prolonged episodes of high inflation ending with rapid disinflations can occur when policymakers underestimate both the natural rate of unemployment and the persistence of inflation in the phillips curve i estimate the model using likelihood methods the estimation results show that the model accounts remarkably well for the evolution of policymakers beliefs stabilization policy and the postwar behavior of inflation and unemployment in the united states

the incredible volcker disinflation abstract the reduction in inflation that occurred in the early 1980s when the federal reserve was headed by paul volcker is arguably the most widely discussed and visible macroeconomic event of the last 50 years of u s history inflation had been dramatically rising but under volcker the fed first contained and then reversed this process using a simple modern macroeconomic model we argue that the real effects of the volcker disinflation were mainly due to its imperfect credibility in our view the observed upward volatility and subsequent stubborn elevation of long term interest rates during the disinflation are key indicators of that imperfect credibility studying transcripts of the federal open market committee recently released to the public we find to our surprise that volcker and other fomc members likewise regarded the long term interest rates as indicative of inflation expectations and of the credibility of their disinflationary policy drawing from the transcripts and other contemporary sources we consider the interplay of monetary targets operating procedures and credibility during the volcker disinflation

how robust are popular models of nominal frictions this paper analyzes three popular models of nominal price and wage frictions to determine which best ts post war u s data we construct a dynamic stochastic general equilibrium dsge model and use maximum likelihood to estimate each model s parameters because previous research nds that the conduct of monetary policy and the behavior of in ation changed in the early 1980s we examine two distinct sample periods using a bayesian pseudo odds measure as a means for comparison a sticky price and wage model with dynamic indexation best ts the data in the early sample period whereas either a sticky price and wage model with static indexation or a sticky information model best ts the data in the late sample period our results suggest that price and wage setting behavior may be sensitive to changes in the monetary policy regime if true the evaluation of alternative monetary policy rules may be even more complicated than previously believed

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

testing for indeterminacy an application to u s monetary policy reply this paper considers a prototypical new keynesian model in which the equilibrium is undetermined if monetary policy is passive the likelihood based estimation of dynamic equilibrium models is extended to allow for indeterminacies and sunspot fluctuations we construct posterior weights for the determinacy and indeterminacy region of the parameter space and estimates for the propagation of fundamental and sunspot shocks according to the estimated model u s monetary policy post 1982 is consistent with determinacy whereas the pre volcker policy is not we find that before 1979 indeterminacy substantially altered the propagation of shocks

indicator variables for optimal policy the optimal weights on indicators in models with partial information about the state of the economy and forward looking variables are derived and interpreted both for equilibria under discretion and under commitment an example of optimal monetary policy with a partially observable potential output and a forward looking indicator is examined the optimal response to the optimal estimate of potential output displays certainty equivalence whereas the optimal response to the imperfect observation of output depends on the noise in this observation

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

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

the time varying volatility of macroeconomic fluctuations we investigate the sources of the important shifts in the volatility of us mac roeconomic variables in the postwar period to this end we propose the esti mation of dsge models allowing for time variation in the volatility of the structural innovations we apply our estimation strategy to a large scale model of the business cycle and find that shocks specific to the equilibrium condition of investment account for most of the sharp decline in volatility of the last two decades jel c51 e32

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

figuring out the fed beliefs about policymakers and gains from transparency in this paper i use a markov chain monte carlo algorithm to estimate a model of private sector behavior that does not feature private sector knowledge of the monetary policymaking process and instead leaves firms and households uncertain about how monetary policy is set the private sector entertains two competing views of monetary policymaking which i estimate firms and households use bayes law on a rolling data sample to distinguish between those two models i use this setup to study the evolution of beliefs about the federal reserve and the possible gains from transparency

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

has monetary policy become more effective we investigate the implications of changes in the structure of the u s economy for monetary policy effectiveness estimating a vector autoregression over the pre and post 1980 periods we provide evidence of a reduced effect of monetary policy shocks in the latter period we estimate a structural model that replicates well the economy s response in both periods and perform counterfactual experiments to determine the source of the change in the monetary transmission mechanism and in the economy s volatility we find that by responding more strongly to inflation expectations monetary policy has stabilized the economy more effectively in the post 1980 period

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

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

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

the dynamic effects of neutral and investment specific technology shocks the neoclassical growth model is used to identify the short run effects of neutral technology shocks which affect the production of all goods homogeneously and investment specific shocks which affect only investment goods the real equipment price crucial for identifying the investment shocks experiences an abrupt increase in its average rate of decline in 1982 so the analysis is based on a split sample on the basis of the preferred specification the two technology shocks account for 73 percent of hours and 44 percent of output s business cycle variation before 1982 and 38 percent and 80 percent afterward the shocks also account for more than 40 percent of hours and 58 percent of output s forecast errors over a three to eight year horizon in both samples the majority of these effects are driven by the investment shocks

shocks and government beliefs the rise and fall of american inflation working paper 2004 22 september 2004 abstract the authors use a bayesian markov chain monte carlo algorithm to estimate a model that allows temporary gaps between a true expectational phillips curve and the monetary authority s approximating nonexpectational phillips curve a dynamic programming problem implies that the monetary authority s inflation target evolves as its estimated phillips curve moves the authors estimates attribute the rise and fall of post world war ii inflation in the united states to an intricate interaction between the monetary authority s beliefs and economic shocks shocks in the 1970s altered the monetary authority s estimates and made it misperceive the tradeoff between inflation and unemployment that misperception caused sharp rise in inflation in the 1970s the authors estimates indicate that policy makers updated their beliefs continuously by the 1980s policy makers beliefs about the phillips curve had changed enough to account for fed chairman paul volcker s conquest of u s inflation in the early 1980s jel classification e3 e5 key words updating beliefs policy evaluation self confirming equilibrium nash inflation ramsey outcomes i introduction today many statesmen and macroeconomists believe that inflation can largely be determined by a government monetary authority then why did the federal reserve board preside over high us inflation during the late 1960s and the 1970s and why under paul volcker did it rapidly bring inflation down during the early 1980s this paper answers these questions by estimating a model that features a particular process that makes a procession of economic shocks induce the monetary authority to alter its model of inflation unemployment dynamics the phillips curve at each date t the monetary authority updates its beliefs about the phillips curve and then recomputes a first period action recommended by a phelps problem a discounted dynamic programming problem that minimizes the expected value of a discounted quadratic loss function of inflation and unemployment 1 the monetary authority pursues the same objectives at each date using the same structural model with only its estimates of that model changing over time 2 this model of the systematic part of inflation puts the monetary authority s beliefs about the phillips curve front and center 3 we assume that the monetary authority s model of the phillips curve deviates in two subtle but important ways from what it would be in a rational expectations model e g kydland and prescott 1977 the first deviation is that while the true phillips curve is like kydland and prescott s we assume that the monetary authority omits the public s expected rate of inflation from its phillips curve by itself this omission need not prevent the outcomes of our model from coinciding with those of kydland and prescott s nor need it imply that the government s model is wrong in a way that could be detected from even an infinite sample whether the monetary authority s model is wrong in a statistically detectable way depends on how we allow the monetary authority to reestimate the parameters of its model in particular if the monetary authority were to believe that the coefficients of its phillips curve are constant over time then its estimates would converge to ones that support a self confirming equilibrium sce after convergence its estimated phillips curve would correctly describe occurrences along the sce path for inflation and unemployment such an after convergence version of our model has little hope of explaining the rise and fall of us inflation that model would have inflation fluctuating randomly around a constant sce level that coincides with kydland and prescott s time consistent suboptimal i e excessive level 4 this outcome motivates our second subtle deviation from a rational expectations equilibrium

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

the macroeconomic effects of large scale asset purchase programmes the effects of asset purchase programs on macroeconomic variables are likely to be moderate we reach this conclusion after simulating the impact of the federal reserve s second large scale asset purchase program lsap ii in a dsge model enriched with a preferred habitat framework and estimated on u s data our simulations suggest that such a program increases gdp growth by less than half a percentage point although the effect on the level of gdp is very persistent the program s marginal contribution to infl ation is very small one key reason for our fi ndings is that we estimate a small degree of fi nancial market segmentation if we enrich the set of observables with a measure of long term debt the semi elasticity of the risk premium to the amount of debt in privatesector hands is substantially smaller than that reported in the recent empirical literature in this case our baseline estimates of the effects of lsap ii on the macroeconomy decrease by at least a factor of two throughout the analysis a commitment to an extended period at the zero lower bound for nominal interest rates increases the effects of asset purchase programs on gdp growth and infl ation

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

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

changes in federal reserve preferences abstract using a model of optimizing central bank behavior i estimate the dynamic behavior of preferences which are captured by the relative weight put on stabilizing inflation versus minimizing the output gap unlike previous work i let this parameter vary continuously over time there is a drastic but steady rise in the weight on inflation around the appointment of paul volcker however i find variation in preferences throughout the sample period the results suggest that preference changes have been more complex than typically assumed in the literature the estimated preference series is used to perform counterfactual experiments and to construct a new measure of monetary shocks

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

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

bad luck bad policy and learning a markov switching approach to understanding postwar u s macroeconomic dynamics abstract this paper evaluates the role of monetary policy in understanding the u s post war macroeconomic fluctuations we construct a medium size dsge model in which the central bank through a real time learning process can make mistakes in estimating key elasticities between macroeconomic aggregates and the central banks objectives may change over time the model also features time varying volatilities of non policy shocks we find that misperceptions of the persistence of inflation and the slope of the phillips curve could affect optimal monetary policy decision making therefore their accurate prediction is key for achieving successful monetary policy outcomes in addition we argue that the monetary policy shift geared toward inflation stabilization in the late 1970s changed the composition of output making the marginal efficiency of investment shock that proxies for the functioning of the financial sector the most important contributor to the business cycle

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

signalling effects of monetary policy we develop a dynamic general equilibrium model in which the policy rate signals the central bank s view about macroeconomic developments to price setters the model is estimated with likelihood methods on a u s data set that includes the survey of professional forecasters as a measure of price setters inflation expectations this model improves upon existing perfect information models in explaining why in the data inflation expectations respond with delays to monetary impulses and remain disanchored for years in the 1970s u s monetary policy is found to signal persistent inflationary shocks explaining why inflation and inflation expectations were so persistently heightened the signalling effects of monetary policy also explain why inflation expectations adjusted more sluggishly than inflation after the robust monetary tightening of the 1980s

changing macroeconomic dynamics at the zero lower bound this article develops a change point var model that isolates four major macroeconomic regimes in the us since the 1960s the model identifies shocks to demand supply monetary policy and spread yield using restrictions from a general equilibrium model the analysis discloses important changes to the statistical properties of key macroeconomic variables and their responses to the identified shocks during the crisis period spread shocks became more important for movements in unemployment and inflation a counterfactual exercise evaluates the importance of lower bond yield spread during the crises and suggests that the fed s large scale asset purchases helped lower the unemployment rate by about 0 6 percentage points while boosting inflation by about 1 percentage point

monetary policy and indeterminacy after the 2001 slump abstract this paper estimates a simple new keynesian model of the u s economy allowing for indeterminacy over the period following the 2001 slump an episode for which the adequacy of monetary policy is intensely debated we find that only when measuring inflation with core pce does monetary policy appear to have been sufficiently active to rule out indeterminacy we then relax the assumption that inflation in the model is measured by a single indicator and re formulate the artificial economy as a factor model where the theory s concept of inflation is the common factor to the empirical inflation series cpi and pce provide better indicators of the latent concept while core pce is less informative finally we estimate an extended economy that distinguishes between core and headline inflation rates this model comfortably rules out indeterminacy and confirms the view that the federal reserve put more weight on core pce inflation when setting the policy rate during this period

disagreement about inflation expectations and monetary policy transmission abstract time variation in disagreement about future inflation is a stylized fact in survey data but little is known on how disagreement interacts with the efficacy of monetary policy we show that a contractionary 100 bps u s monetary policy shock leads to a statistically significant increase in inflation and inflation expectations of up to 0 7 percentage points in times of high disagreement whereas in times of low disagreement it leads to a significant decline in these variables of around 0 8 percentage points we reconcile these state dependent effects with a regime switching dispersed information new keynesian model where we calibrate the information structure to match disagreement about inflation expectations in u s data