the determinants of realignment expectations under the ems some empirical regularities abstract the stability of the ems depends crucially on realignment expectations of the market participants in this paper we discuss how to measure such expectations and how to relate them to economic fundamentals central bank reputation and institutional arrangements of the ems we find the following empirical regularities for ff dm and il dm exchange rates 1 1 expected devaluations are positively related to the current exchange rate deviation from the central parity 2 2 expected devaluations are negatively related to the length of time since last realignment in the short and medium run 3 3 the basle nyborg agreements seem to have a stabilizing effect for both currencies examined albeit through different channels

time series model forecasts and structural breaks evidence from spanish pre emu interest rates analysis of the future behaviour of economic variables can be biased if structural breaks are not considered when these structural breaks are present the in sample fit of a model gives us a poor guide to ex ante forecast performance this problem is true for both univariate and multivariate analysis and can be extremely important when co integration relationships are analysed the main goal of this article is to analyse the impact of structural breaks on forecast accuracy evaluation we focus on forecasting several interest rates from the spanish interbank money market in order to carry out the analysis we perform two forecasting exercises a without structural breaks and b when structural breaks are explicitly considered we use new sequential methods in order to estimate change points in an endogenous way this method allows us to detect structural breaks in all four rates in may 1993 however the effects of these breaks are not very strong since we found scarce gains in forecasting accuracy w

target zones and exchange rate dynamics this paper develops a simple model of exchange rate behavior under a target zone regime it shows that the expectation that monetary policy will be adjusted to limit exchange rate variation affects exchange rate behavior even when the exchange rate lies inside the zone and is thus not being defended actively somewhat surprisingly the analysis of target zones turns out to have a strong formal similarity to problems in option pricing and investment under uncertainty

a cointegration analysis of treasury bill yields this paper shows that yields to maturity of u s treasury bills are cointegrated and that during periods when the federal reserve specifically targeted short term interest rates the spreads between yields of different maturity define the cointegrating vectors this cointegrating relationship implies that a single nonstationary common factor underlies the time series behavior of each yield to maturity and that risk premia are stationary an error correction model that uses spreads as the error correction terms is unstable over the federal reserve s policy regime changes but a model using post 1982 data is stable and is shown to be useful for forecasting changes in yields copyright 1992 by mit press

expected utility asset allocation most asset allocation analyses use the mean variance approach for analyzing the trade off between risk and expected return analysts use quadratic programming to find optimal asset mixes and the characteristics of the capital asset pricing model to determine reasonable optimization inputs this article presents an alternative approach in which the goal of asset allocation is to maximize expected utility where the utility function may be more complex than that associated with mean variance analysis inputs for the analysis are based on the assumption of asset prices that would prevail if there were a single representative investor who desired to maximize expected utility

eliciting discount functions when baseline consumption changes over time abstract many empirical studies on intertemporal choice report preference reversals in the sense that a preference between a small reward to be received soon and a larger reward to be received later reverses as both rewards are equally delayed such preference reversals are commonly interpreted as contradicting constant discounting this interpretation is correct only if baseline consumption to which the outcomes are added remains constant over time the difficulty with measuring discounting when baseline consumption changes over time is that delaying an outcome has two effects 1 due to the change in baseline consumption it changes the utility from receiving the outcome and 2 it changes the factor by which this utility is discounted in this paper we propose a way to disentangle the two effects which allows us to draw conclusions about discounting even when baseline consumption changes over time

determination of long run and short run dynamics in ec varma models via canonical correlations this article studies a simple coherent approach for identifying and estimating error correcting vector autoregressive moving average ec varma models canonical correlation analysis is implemented for both determining the cointegrating rank using a strongly consistent method and identifying the short run varma dynamics using the scalar component methodology finite sample performance is evaluated via monte carlo simulations and the approach is applied to modelling and forecasting us interest rates the results reveal that ec varma models generate significantly more accurate out of sample forecasts than vector error correction models vecms especially for short horizons

non hyperbolic time inconsistency the commonly used hyperbolic and quasi hyperbolic discount functions have been developed to accommodate decreasing impatience which is the prevailing empirical finding in intertemporal choice in particular for aggregate behavior however these discount functions do not have the flexibility to accommodate increasing impatience or strongly decreasing impatience this lack of flexibility is particularly disconcerting for fitting data at the individual level where various patterns of increasing impatience and strongly decreasing impatience will occur for a significant fraction of subjects this paper presents discount functions with constant absolute cadi or constant relative crdi decreasing impatience that can accommodate any degree of decreasing or increasing impatience in particular they are sufficiently flexible for analyses at the individual level the cadi and crdi discount functions are the analogs of the well known cara and crra utility functions for decision under risk

using option prices to estimate realignment probabilities in the european monetary system the case of sterling mark abstract this paper describes a procedure for estimating the market s perceived probability distribution of future exchange rates from the prices of risk reversals strangles and other currency options and uses the procedure to estimate the risk neutral ex ante probability of a realignment of the pound sterling the procedure for estimating the realignment probabilities relies on the jump diffusion model of exchange rate behavior and the resulting option pricing formula by fitting this model to market option price data i retrieve the unobserved parameters of the jump diffusion process i then use these parameter estimates to estimate the ex ante probability distribution of exchange rates and thus the realignment probabilities

past present and future financial thinking at the 67th cfa institute annual conference held 4 7 may 2014 in seattle robert litterman interviewed william f sharpe to elicit his perspective on a number of investment issues including the capital asset pricing model asset allocation behavioral finance and retirement income

anomalies in intertemporal choice evidence and an interpretation research on decision making under uncertainly has been strongly influenced by the documentation of numerous expected utility eu anomalies behaviors that violate the expected utility axioms the relative lack of progress on the closely related topic of intertemporal choice is partly due to the absence of an analogous set of discounted utility du anomalies we enumerate a set of du anomalies analogous to the eu anomalies and propose a model that accounts for the anomalies as well as other intertemporal choice phenomena incompatible with du we discuss implications for savings behavior estimation of discount rates and choice framing effects

assessing target zone credibility mean reversion and devaluation expectations in the erm 1979 1992 abstract the paper presents estimates of devaluation expectations for six erm currencies relative to the deutsche mark for the period march 1979 april 1992 both the simplest test and the drift adjustment method are used the simplest test adjusts interest rate differentials for the maximum and minimum expected rate of depreciation within the exchange rate band the drift adjustment method adjusts interest rate differentials by the estimated expected rate of depreciation within the band the latter method gives more precise estimates especially for short horizons and allows statistical inference and hypothesis testing expected rates of devaluation have generally fallen during the period still some devaluation expectations relative to the deutsche mark remain in 1992 except for the belgian luxembourg franc and the netherlands guilder expected rates of devaluation have fluctuated more than interest rate differentials

arbitrage based tests of target zone credibility evidence from erm cross rate options this paper introduces two arbitrage based tests of target zone credibility using a new data source exchange rate mechanism cross rate options using daily option prices from september 1991 to august 1994 the authors assess the credibility of the pound mark and mark lira target zones that collapsed in september 1992 and the ongoing mark french franc target zone these tests are based on restrictions that must apply to all option prices within a credible target zone and are free from specification error and estimation error the authors also identify a minimum intensity of realignment an expression indicating the probability weighted average realignment size copyright 1996 by american economic association

expected and predicted realignments the ff dm exchange rate during the ems an empirical model of time varying realignment risk in an exchange rate target zone is developed expected rates of devaluation are estimated as the difference between interest rate differentials and estimated expected rates of depreciation within the exchange rate band using french franc deutsche mark data during the european monetary system the behavior of estimated expected rates of depreciation accord well with the theoretical model of bertola svensson 1990 we are also able to predict actial realignments with some success

is there a connection between monetary unification and real economic integration evidence from regime switching stationarity tests abstract we investigate the extent of real convergence among g7 economies in terms of long run real interest parity a novel approach is applied where unit root tests of real interest differentials are embedded within a markov regime switching framework whereas standard univariate unit root tests provide little support for parity we find real convergence is present after allowing for regime switches in real interest misalignments however differentials across members of the euro zone are likely to exhibit greater persistence despite nominal convergence it is non sequitur to infer from monetary unification that nominal convergence is necessarily conducive to real interest realignments or preventive of misalignments

term structure of interest rates and the expectation hypothesis the euro area abstract this paper investigates the informational content of the yield curve in the european market using data on the italian term structures according to the expectation hypothesis theory eht the current forward rate equals the future short rate plus a constant risk premium that is time invariant but maturity dependent this theory has been widely tested in the empirical literature providing various findings according to the country where it has been applied and to the segment of the yield curve examined or the period under study the standard approach to test the eht uses the regression techniques assuming data on spot rates and their first differences to be stationary recently an increasing number of studies evidenced the non stationarity of interest rates time series and some tests of the eht are formulated using term spread and forward spot spread which are stationary a new strand of literature suggests to investigate the eht using a restricted var framework in this paper following jondeau e ricart r 1999 the expectations hypothesis of the term structure tests on us german french and uk euro rates journal of international money and finance 18 725 750 ghazali n a low s w 2002 the expectations hypothesis in emerging financial markets the case of malaysia applied economics 34 1147 1156 and seo b 2003 non linear mean reversion in the term structure of interest rates journal of economic dynamics and control 27 2243 2265 we test if the expectation hypothesis holds using cointegration and error correction analysis for the period under study results suggest that the long and short term interest rates are cointegrated and therefore subject to a long equilibrium path providing evidence that the eht holds for the italian and the european market

portfolio management with robustness in both prediction and decision a mixture model based learning approach abstract we develop in this paper a novel portfolio selection framework with a feature of double robustness in both return distribution modeling and portfolio optimization while predicting the future return distributions always represents the most compelling challenge in investment any underlying distribution can be always well approximated by utilizing a mixture distribution if we are able to ensure that the component list of a mixture distribution includes all possible distributions corresponding to the scenario analysis of potential market modes adopting a mixture distribution enables us to 1 reduce the problem of distribution prediction to a parameter estimation problem in which the mixture weights of a mixture distribution are estimated under a bayesian learning scheme and the corresponding credible regions of the mixture weights are obtained as well and 2 harmonize information from different channels such as historical data market implied information and investors subjective views we further formulate a robust mean cvar portfolio selection problem to deal with the inherent uncertainty in predicting the future return distributions by employing the duality theory we show that the robust portfolio selection problem via learning with a mixture model can be reformulated as a linear program or a second order cone program which can be effectively solved in polynomial time we present the results of simulation analyses and primary empirical tests to illustrate a significance of the proposed approach and demonstrate its pros and cons

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

testing the basic target zone model on swedish data 1982 1990 the swedish exchange rate band is studied using daily data on exchange rates and interest rate differentials for the 1980s applying a number of different statistical and econometric techniques it is found that the first generation of target zone models cannot provide an adequate explanation of swedish data the main reasons are probably intra marginal interventions by the swedish central bank and time varying devaluation expectations

on forecasting interest rates an efficient markets perspective abstract efficient markets do not preclude economic agents from successfully forecasting movements in short term interest rates for brief forecast intervals however ex ante changes in long term rates are sufficiently close to zero that economic agents are not likely to improve upon the no change prediction of the martingale model economic agents in effect are not likely to succeed in forecasting short term movements in long term interest rates this paper illustrates the closeness of the martingale approximation for two sets of canadian interest rates data emphasizing the importance of the forecast interval the paper then examines three sets of recorded forecasts of canadian interest rates and finds results consistent with the theoretical discussion

regime switching and interest rates in the european monetary system this paper examines the impact that a currency target zone has on short term interest rates for a number of countries in the european monetary system we characterize the short rate using a regime switching model that allows fbr a differently parameterized mean reverting square root process in each regime we find that the volatility the level and the speed of adjustment are all higher in the regime that is operative during speculative attacks and currency crises moreover we allow the conditional probability of being in each regime to be state dependent so the model can be used to examine questions relating to the likelihood of realignments and the stability of the target zone system c 1999 elsevier science bn all rights reserved jel classification e43 g12

searching for a break in gnp it has been suggested that existing estimates of the long run impact of a surprise move in income may have a substantial upward bias due to the presence of a trend break in postwar u s gross national product data this article shows that the statistical evidence does not warrant abandoning the no trend break null hypothesis a key part of the argument is that conventionally computed p values overstate the likelihood of the trend break alternative hypothesis this is because they do not take into account that in practice the date is chosen based on pretest examination of the data

target zones and realignments recent contributions emphasize that the presence of exchange rate target zones has important effects on the within band behavior of exchange rates when agents are forward looking the authors find that the implications of available models are inconsistent with european exchange rate data and they suggest that the frequent realignments occurring in the period they consider may be responsible for this they construct a model in which the likelihood of a realignment in the near future increases as the exchange rate approaches the limits of its fluctuation band and show that its implications are broadly consistent with the evidence copyright 1992 by american economic association

regime switching models for the mexican peso abstract the mexican peso has shown long periods of tranquility that suddenly give rise to short volatile periods we characterize this exchange rate process by estimating a series of regime switching regressions and comparing the different specifications as pioneered by meese and rogoff j int econ 14 1983 3 we find evidence for two clearly identified regimes one with an appreciating trend and low volatility and another with large depreciations and high volatility we use the estimated model to explain the bias implied in the peso forward market finally we show that duration dependence or fundamentally driven transition probabilities do not improve the model s forecasting power

cross selling investment products with a win win perspective in portfolio optimization we propose a novel approach to cross selling investment products that considers both the customers and the bank s interests our goal is to improve the risk return profile of the customer s portfolio and the bank s profitability concurrently essentially creating a win win situation while deepening the relationship with an acceptable product our cross selling approach takes the customer s status quo bias into account by starting from the existing customer portfolio rather than forming an efficient portfolio from scratch we estimate a customer s probability of accepting a product offer with a predictive model using readily available data then we model the investment product cross selling problem as a nonlinear mixed integer program that maximizes a customer s expected return from the proposed portfolio while ensuring that the bank s profitability improves by a certain factor we implemented our methodology at the private banking division of yapi kredi the fourth largest private bank in turkey emp

on alternative interest rate processes abstract in this paper alternative interest rate processes are estimated for denmark germany sweden and the uk using the generalized method of moments gmm in line with the study by chan karolyi longstaff and sanders 1992 on us data there seems to be a positive relation between interest rate level and volatility for some countries in contrast to their study it is found that mean reversion plays an important role for the specification of the interest rate dynamics the results seem to be robust to the use of different moment conditions and simulations of the estimated models reveal that they are fairly able to capture non fitted moments as well in addition there is evidence of a structural change in the danish interest rate process in august 1985 which may be due to a change in monetary policy the small sample properties of the gmm estimators are also studied through simulations

rational expectations econometric analysis of changes in regime an investigation of the term structure of interest rates abstract this paper is of interest both for its methodological contribution of new tools for analyzing rational expectations models and for its substantive conclusions concerning the term structure of interest rates during the monetary experiment of october 1979 the paper studies systems subject to changes in regime interpreted here as occasional discrete shifts in the parameters governing the time series behavior of exogenous economic variables the specification is shown to be quite tractable both theoretically and empirically the technique is used to analyze yields on three month treasury bills and ten year treasury bonds during 1962 to 1987 a constant parameter linear model for short term rates is shown to be inconsistent both with the univariate time series properties of short rates and with the observed bivariate relation between long and short rates under the expectations hypothesis of the term structure an alternative nonlinear model that admits the possibility of changes in regime affords a much better description of the univariate process for short rates moreover the cross equation restrictions implied by the expectations hypothesis of the term structure are consistent with the nonlinear specification indeed the residuals of the restricted relation have a standard error of only 0 8 basis points this is a third less than that of a completely unrestricted linear regression of long rates on short rates and compares with an unconditional standard deviation of long rates of 142 basis points i conclude that once the recognition by bond traders of changes in regime is taken into account the expectations hypothesis of the term structure of interest rates holds up fairly well for these data

in defense of optimization the fallacy of 1 n previous research has shown that equally weighted portfolios outperform optimized portfolios which suggests that optimization adds no value in the absence of informed inputs this article argues the opposite with naive inputs optimized portfolios usually outperform equally weighted portfolios the ostensible superiority of the 1 n approach arises not from limitations in optimization but rather from reliance on rolling short term samples for estimating expected returns this approach often yields implausible expectations by relying on longer term samples for estimating expected returns or even naively contrived yet plausible assumptions optimized portfolios outperform equally weighted portfolios out of sample

benchmarking the expectations hypothesis of the interest rate term structure an analysis of cointegration vectors i test cointegration restrictions that are consistent with the expectations hypothesis of the term structure by employing the full information maximum likelihood methods developed by johansen yield curves appear to be the result of cointegration among interest rates the cointegration vectors that best describe the long term impact of interest rate levels on interest rate changes can often be written as linear combinations of interest rate spreads there is however difficulty in keeping short term yields in such a restricted cointegrated system with other interest rates short term speculative returns from long term bonds do not conform to the expectations hypothesis

stochastic devaluation risk and the empirical fit of target zone models in the model of this paper an exchange rate fluctuates between given boundaries for random lengths of time and jumps discretely when devaluation occur we provide explicit solutions for the stochastic processes followed by the exchange rate and by the expected rate of depreciation when the likelihood and the size of devaluations vary stochastically over time the model produces realistic patterns of covariation between exchange rates and interest rate differentials and provides interesting interpretations of available empirical evidence we also specify how to infer devaluation risk from target zone data

market and survey forecasts of the three month treasury bill rate in this article four readily available one quarter ahead forecasts of the three month u s treasury bill rate are compared the forecasts considered are 1 a prediction from the futures market 2 a forecast derived from an implicit forward rate calculation 3 a survey gathered forecast and 4 a no change forecast each forecast is examined for general forecast accuracy and for the extent of bias contained in each forecast over the twelve year period 1977 88 results indicate that the futures rate statistically dominates the other three forecasts while the survey and forward rate projections generally are found to be the least accurate and most biased copyright 1992 by university of chicago press

hyperbolic discounting and the standard model eliciting discount functions abstract experiments on static intertemporal choice find evidence of particularly extreme impatience toward immediate rewards while this is often taken as support for hyperbolic discounting it could also arise because the most likely participants in experiments may be those with the most immediate need for money we conduct a calibration exercise and find that the extreme impatience observed in experiments can be accommodated by a standard exponential discounting model with no discounting and expectation of a small increase in the base consumption level the calibration uses existing estimates of curvature of utility

forecasting canadian short term interest rates the author investigates the forecasting performance of a number of simple prediction techniques for short term interest rates in particular quarterly forecasts of canadian three month t bill rates from one to forty quarters in the future are generated during 1963 92 using several time series methods and market based yield curve strategies comparison is made with the martingale and for a shorter recent sample with the predictions made by several economic forecasters for the most part utilization of the yield curve proved best though it must be granted that no methodology was able to outperform the martingale for horizons up to a year

sovereign bonds and socially responsible investment this article investigates how the mean variance efficient frontier defined by sovereign bonds of 20 developed countries is affected by the consideration of socially responsible indicators for countries in investment decision making for a global rating of socially responsible performances we show that it is possible to build portfolios with an increased average rating without significantly harming the risk return relationship this result differs when considering sub ratings related to the environment social concerns and public governance the results are good news for responsible investors and suggest that socially responsible portfolios of sovereign bonds can be built without a significant loss of mean variance efficiency

explaining the failures of the term spread models of the rational expectations hypothesis of the term structure contrary to the predictions of the rational expectations hypothesis of the term structure of interest rates empirical evidence suggests that the term spread between long and short rates fails to forecast future movements of long term rates although its forecasts of future short term rates are in the correct direction in this paper the authors show that this puzzling behavior of the term spread alone can be explained by a time varying term premium that is correlated with the term spread once this is accounted for neither expression of the expectations hypothesis is against the predictions of the theory copyright 1997 by ohio state university press

decreasing impatience a criterion for non stationary time preference and hyperbolic discounting despite recent interest in hyperbolic discounting there has been little discussion of exactly what property of time preferences is instantiated by hyperbolic or quasi hyperbolic functional forms the paper revives an earlier proposal in prelec 1989 that the key property is prattarrow convexity of the log of the discount function which corresponds to decreasing impatience di at the level of preferences di provides a natural criterion for assessing the severity of departure from stationarity in that greater di is equivalent to more choices of dominated options in two stage decision problems as well as greater convexity of the log of the discount function inefficient choices may arise as intentional precommitments or as unintended reversals of preference by naive agents

adaptive asset allocation policies this article proposes an asset allocation policy that adapts to market movements by taking into account changes in the outstanding market values of major asset classes such a policy considers important information reduces or avoids contrarian behavior and can be followed by a majority of investors

risk and preference reversals in intertemporal choice abstract this paper argues that observations of non stationary choice behavior need not necessarily imply specific properties of the individual s discount function as we show the observed preference reversals in intertemporal choice are consistent with constant discounting and can alternatively be explained by decreasing absolute risk aversion together with the individual s risk perception this risk may concern the size of the actual outcome or the endowment consumption stream to which the outcome is added both types of uncertainty naturally appear in the context of intertemporal choice we show how relative degrees of changes in risk over time can determine choices

a markov model of switching regime arch in this article i present a new approach to model more realistically the variability of financial time series i develop a markov arch model that incorporates the features of both hamilton s switching regime model and engle s autoregressive conditional heteroscedasticity arch model to examine the issue of volatility persistence in the monthly excess returns of the three month treasury bill the issue can be resolved by taking into account occasional shifts in the asymptotic variance of the markov arch process that cause the spurious persistence of the volatility process i identify two periods during which there is a regime shift the 1974 2 1974 8 period associated with the oil shock and the 1979 9 1982 8 period associated with the federal reserve s policy change the variance approached asymptotically in these two episodes is more than 10 times as high as the asymptotic variance for the remainder of the sample i conclude that regime shifts have a greater impact on the properties of the data and i ca

trade connections and interest rate linkages among asean japan and the usa an empirical analysis in the existing literature there have been only a limited number of efforts at empirically evaluating the degree of economic connections among asean countries the present study intends to fill this gap the study is conducted through an investigation of regional trade connections and interest rate linkages the results indicate that both the degree of trade interdependence and the interest rate linkages among asean nations are comparable to those among eec and nafta countries singapore plays a key role in asean economic relations different from eec and nafta asean appears to be heavily dependent on japan and the usa the two super economic powers outside the association

estimating time preferences from convex budgets experimentally elicited discount rates are frequently higher than what seems reasonable for economic decision making such high rates are often attributed to present biased discounting a well known bias of standard measurements is the assumption of linear consumption utility attempting to correct this bias using measures of risk aversion to identify concavity researchers find reasonable discounting but at the cost of exceptionally high utility function curvature we present a new methodology for identifying time preferences both discounting and curvature from simple allocation decisions we find reasonable levels of both discounting and curvature and surprisingly dynamically consistent time preferences jel c91 d12 d81 understanding and estimating time preferences is obviously of great importance to economists marketers and policy makers consumers decide how much to invest in savings education real estate and life insurance how much to diet exercise and smoke whether to marry when to have children and what to leave in their wills while there has been substantial research estimating time preferences using aggregate consumption data 1 the bulk of the effort has occurred in laboratory environments 2 among the many laboratory techniques employed recent studies have favored multiple price lists mpl with monetary payments 3 with mpls individuals are asked multiple times to choose between smaller payment amounts closer to the present and larger amounts further into the future the interest rate increases monotonically in a price list such that the point where an individual switches from preferring sooner payments to later payments carries interval

portfolio selection in multidimensional general and partial moment space abstract this paper develops a general approach for the single period portfolio optimization problem in a multidimensional general and partial moment space a shortage function is defined that looks for possible increases in odd moments and decreases in even moments a main result is that this shortage function ensures sufficient conditions for global optimality it also forms a natural basis for developing tests on the influence of additional moments furthermore a link is made with an approximation of an arbitrary order of a general indirect utility function this non parametric efficiency measurement framework permits to differentiate mainly between portfolio efficiency and allocative efficiency finally information can in principle be inferred about the revealed risk aversion prudence temperance and other higher order risk characteristics of investors

the treasury yield curve as a cointegrated system this paper examines the temporal relationship between interest rates on treasury securities ranging in maturity from three months to 30 years we find strong empirical support that the seven treasury rates selected are cointegrated a conclusion that is insensitive to the normalization chosen in particular the hypothesis of noncointegration is rejeeted decisively regardless of the rate selected as the dependent variable in the cointegrating equation to determine whether this information can be used to improve forecasts of treasury rates the seven rates are forecasted with a corresponding erroreorrection model that is shown to outperform an augmented var model that ignores the cointegration of the rates the results are consistent with the belief that arbitrage limits the extent to which rates on different maturities of a given security diverge in addition the results confirm the appropriateness of imposing a common stochastic process for interest rates in equilibrium models of the term structure

market timing with option implied distributions a forward looking approach we address the empirical implementation of the static asset allocation problem by developing a forward looking approach that uses information from market option prices to this end we extract constant maturity s p 500 implied distributions and transform them to the corresponding risk adjusted ones then we form optimal portfolios consisting of a risky and a risk free asset and evaluate their out of sample performance we find that the use of risk adjusted implied distributions times the market and makes the investor better off than if she uses historical returns distributions to calculate her optimal strategy the results hold under a number of evaluation metrics and utility functions and carry through even when transaction costs are taken into account not surprisingly the reported market timing ability deteriorated during the recent subprime crisis an extension of the approach to a dynamic asset allocation setting is also presented this paper was accepted by wei xiong finance