one sided performance measures under gram charlier distributions angel leon would like to acknowledge the financial support from the spanish ministry for science and innovation through the grant eco2014 58434 p and from the grant prometeoii 2013 015 manuel moreno gratefully acknowledges financial support by grants p12 sej 1733 and ppii 2014 030 p

interpreting the great moderation changes in the volatility of economic activity at the macro and micro levels most advanced economies have experienced a striking decline in the volatility of aggregate economic activity since the early 1980s volatility reductions are evident for output and employment at the aggregate level and across most industrial sectors and expenditure categories inflation and inflation volatility have also declined dramatically previous studies offer several potential explanations for this great moderation we review evidence on the great moderation in conjunction with evidence about volatility trends at the micro level we combine the two types of evidence to develop a tentative story for important components of the aggregate volatility decline and its consequences the key ingredients are declines in firm level volatility and aggregate volatility most dramatically in the durable goods sector surprisingly this has occurred without a decline in household consumption volatility and individual earnings uncertainty our explanation for the aggregate volatility decline stresses improved supply chain management particularly in the durable goods sector and less important a shift in production and employment from goods to services we provide evidence that better inventory control made a substantial contribution to declines in firm level and aggregate volatility consistent with this view if we look past the turbulent 1970s and early 1980s much of the moderation reflects a decline in high frequency short term fluctuations while these developments represent efficiency gains they do not imply nor is there evidence for a reduction in economic uncertainty faced by individuals and households

erratum to why has u s inflation become harder to forecast the article journal of money credit and banking supplement to vol 39 no 1 february 2007 contains errors in figures 2 4 and tables 4 5 associated with a coding error in our program for estimating the uc sv model we thank ling hu of platinum grove asset management for finding this error and bringing it to our attention the corrected uc sv rows for tables 4 and 5 are given below corrected versions of figures 2 4 and corrected replication files can be found at http www princeton edu mwatson

using the downside mean semideviation for measuring vulnerability to poverty abstract this paper introduces a new approach for measuring vulnerability to poverty using the standard downside mean semideviation as a risk parameter we identify vulnerability by comparing the uncertain outcomes of household well being with poverty line in a mean risk behavior framework

why has u s inflation become harder to forecast we examine whether the u s rate of price inflation has become harder to forecast and to the extent that it has what changes in the inflation process have made it so the main finding is that the univariate inflation process is well described by an unobserved component trend cycle model with stochastic volatility or equivalently an integrated moving average process with time varying parameters this model explains a variety of recent univariate inflation forecasting puzzles and begins to explain some multivariate inflation forecasting puzzles as well

the role of credit in the great moderation a multivariate garch approach abstract during the great moderation financial innovation in the us increased the size and scope of credit flows supporting the growth of wealth we hypothesize that spending out of wealth came to finance a wider range of gdp components such that it smoothed gdp both these trends combined would be consistent with a decrease in the volatility of output we suggest testable implications in terms of both growth of credit and output and volatility of growth in a multivariate garch framework we test this view for home mortgages and residential investment we observe unidirectional causality in variance from total output residential investment and non residential output to mortgage lending before but not during the great moderation these findings are consistent with a role for credit dynamics in explaining the great moderation

the impact of concentration and elasticity on line of business profitability abstract this paper explores the roles played by concentration and elasticity in a model of line of business profitability it concludes that the roles are conceptually distinguishable that concentration has a seperate effect on profit via the degree of collusion which is not eliminated by its dependence on elasticity and that assertions about a bias due to the exclusion of elasticity are based on incomplete theoretical foundations

variance and lower partial moment betas as bases for costing equity capital among regulated utilities an important question in the setting of public utility rates is what constitutes a fair rate of return or cost of equity capital for a regulated utility recent debates over this issue have centred on the capm s ability to produce realistic equity cost figures for use in the rate setting process several researchers recommend modified or expanded versions of the market model as a means of improving its predictive capabilities one such approach is the lower partial moment model the purpose of the present paper is to assess the robustness of the lower partial moment model relative to the conventional capm as a basis for estimating the cost of a utility company s equity capital the hypothesis that empirical estimates of the lpm beta tend to overestimate the true systematic risk of utility companies was corroborated by our test results

multivariate tests of the zero beta capm abstract a cross sectional regression test csrt of the capm is developed and its connection to the hotelling t2 test of multivariate statistical analysis is explored algebraic relations between the csrt the likehood ratio test and the langrange multiplier test are derived and a useful small sample bound on the distribution function of the csrt is obtained an application of the csrt suggests that the crsp equally weighted index is inefficient but that the inefficiency is not explained by a firm size effect from february to december

monetary conditions and international investing we examine the relationship between monetary conditions and global stock returns previous studies established that u s stock returns during expansive u s monetary periods are significantly higher than returns during restrictive periods we found that this pattern prevails in non u s markets furthermore the pattern exists relative to both local and u s monetary conditions by examining several investment strategies we show that investors could have improved portfolio performance in the period studied by using both u s and local monetary conditions to guide their portfolio allocations using monetary conditions to determine portfolio composition would have been consistently beneficial throughout the past 30 years

macroeconomic forecasting and structural change the aim of this paper is to assess whether explicitly modeling structural change increases the accuracy of macroeconomic forecasts we produce real time out of sample forecasts for inflation the unemployment rate and the interest rate using a time varying coefficients var with stochastic volatility tv var for the us the model generates accurate predictions for the three variables in particular for inflation the tv var outperforms in terms of mean square forecast error all the competing models fixed coefficients vars time varying ars and the na ove random walk model these results are also shown to hold over the period commonly referred to as the great moderation

small sample analysis of performance measures in the asymmetric response model this paper reviews and extends definitions and properties of the three classical performance statistics the sharpe ratio the treynor index and jensen s alpha by locating them in a more general framework the asymmetric response mode this allows various notions of beta which can be related to downside risk to be employed and includes as special cases a market timing model and the mean variance capm due to the general lack of data on fund performance in practice our emphasis is on small sample analysis where possible we illustrate our results empirically using data on 15 u s based emerging markets investment funds

return targets and percentile fans this article presents a highly intuitive approach for visualizing return distributions for a basic form of cash equity allocations this percentile fan framework can help clarify some of the key risk return trade offs in intuitive ways for a wide set of asset owners in particular percentile fans can help investors express their portfolio objectives in terms of return targets or shortfall limits over one or more horizons for some investors these intuitive goals especially when depicted in a visual context can feel like a more natural approach than the standard mean variance utility framework

great moderation and great recession from plain sailing to stormy seas many have argued that the great recession of 2008 marks the end of the great moderation of the eighties and nineties this paper shows this is not the case through painstaking empirical analysis of the data output volatility remains subdued despite the tumult created by the great recession this nding has important implications for policymaking since a lower volatility of output the hallmark of the great moderation is associated with lower recoveries jel classication c22 e32

measuring uncertainty and its impact on the economy we propose a new framework for measuring uncertainty and its effects on the economy based on a large var model with errors whose stochastic volatility is driven by two common unobservable factors representing aggregate macroeconomic and financial uncertainty the uncertainty measures can also influence the levels of the variables so that contrary to most existing measures ours reflect changes in both the conditional mean and volatility of the variables and their impact on the economy can be assessed within the same framework moreover identification of the uncertainty shocks is simplified with respect to standard var based analysis in line with the favar approach and with heteroskedasticity based identification finally the model which is also applicable in other contexts is estimated with a new bayesian algorithm which is computationally efficient and allows for jointly modeling many variables while previous var models with stochastic volatility could only handle a handful of variables empirically we apply the method to estimate uncertainty and its effects using us data finding that there is indeed substantial commonality in uncertainty sizable effects of uncertainty on key macroeconomic and financial variables with responses in line with economic theory

shortfall as a risk measure properties optimization and applications motivated from second order stochastic dominance we introduce a risk measure that we call shortfall we examine shortfall s properties and discuss its relation to such commonly used risk measures as standard deviation var lower partial moments and coherent risk measures we show that the mean shortfall optimization problem unlike mean var can be solved e7ciently as a convex optimization problem while the sample mean shortfall portfolio optimization problem can be solved very e7ciently as a linear optimization problem we provide empirical evidence a in asset allocation and b in a problem of tracking an index using only a limited number of assets that the mean shortfall approach might have advantages over mean variance 2003 elsevier b v all rights reserved

business cycle stylized facts and inventory behaviour new evidence for the euro area abstract the purpose of this paper is for the first time to use business tendency survey data first to identify new facts that are useful for the interpretation of the decline in the volatility of real activity in the euro area and second to test the inventory management hypothesis as an explanation for the great moderation in europe we present stylized facts from the business tendency data on series for inventories current production current orders and expected production for the euro area emphasizing the decline in the volatility of the series further we investigate whether the decline in inventory volatility can be attributed to an endogenous change in the persistence of shocks to the accumulation dynamics of inventories or to an exogenous change in the shocks hitting the inventory optimisation process our results at euro level generally indicate that there is no evidence of a break in the inventory accumulation process on the contrary the impact of exogenous shocks on inventory volatility appears to be steadily declining over time beginning from the mid 1980s

the robustness of risk return nonlinearities to the normality assumption in a recent study tinic and west 1986 empirically reexamine the risk return relationship posited by the traditional mean variance capm they find a positive nonlinear relationship between risk and return except during january when the market rewards bearing nonsystematic risk this study examines the hypothesis that nonnormality of re turn distributions may account for some of these anomalous results we compare shalit and yitzhaki s 1984 mean extended gini capm an equilibrium asset pricing relation that is independent of the form of the underlying asset distribution with the traditional capm our results indicate that the nonlinear risk return relationship and the size and january effects are robust to nonnormality of return distributions

asset pricing in a generalized mean lower partial moment framework theory and evidence a new asset pricing model that generalizes earlier results in the downside risk literature is developed and empirically tested using a multivariate approach by specifying risk as deviations below any arbitrary target rate of return the generalized mean lower partial moment mlpm model overcomes the limited appeal of earlier formulations and moreover a large class of extant pricing models using alternative risk measures variance semivariance semideviation probability of loss etc becomes special cases of the new framework empirical tests indicate that the new model cannot be rejected against an unspecified alternative for a large set of target rates of return the traditional capm on the other hand is rejected as a well specified alternative the mlpm target rates inferred from market data appear to be related to equity market mean returns rather than to the riskfree rate the target rate that is implicit in the capm and explicit in earlier downside risk formulations the attractiveness of downside risk measures for decision making purposes has been noted in the financial economic literature for over a quarter of a century 1 risk from this perspective is measured in terms of deviations below some exogenously prespecified target rate of return and a formal analysis of these risk measures for various utility functions has been presented by bawa 1975 in terms of the lower partial moment lpm of the asset distributions the appeal of these risk measures has been based in part on their consistency with the way individuals actually perceive risk notwithstanding its intuitive appeal this area of research has been virtually neglected in recent years we believe that this disaffection with downside risk models tends from two sources first earlier models of this genre exogenously specify the target rate to equal the risk free interest rate in the absence of a satisfactory theory for explaining how investors establish their target rates this assumption as argued herein has been motivated more by technical reasons than economic considerations second empirical tests

facts and challenges from the great recession for forecasting and macroeconomic modeling this paper provides a survey of business cycle facts updated to take account of recent data emphasis is given to the great recession which was unlike most other postwar recessions in the united states in being driven by deleveraging and financial market factors we document how recessions with financial market origins are different from those driven by supply or monetary policy shocks this helps explain why economic models and predictors that work well at some times do poorly at other times we discuss challenges for forecasters and empirical researchers in light of the updated business cycle facts

potential performance and tests of portfolio efficiency abstract the potential performance of an asset set may be obtained by choosing the portfolio proportions to maximize the sharpe 1966 performance measure if a portfolio has a sharpe measure equivalent to the potential performance of the underlying set of assets then it is efficient multivariate statistical procedures for comparing potential performance and testing portfolio efficiency are developed and then evaluated using simulations two likelihood ratio statistics are then used to compare stock and bond indices against sets of 20 and 40 portfolios the procedures are also compared to the gibbons 1982 methodology for testing financial models

explaining the great moderation it is not the shocks this paper shows that the explanation of the decline in the volatility of gdp growth since the mid eighties is not the decline in the volatility of exogenous shocks but rather a change in their propagation mechanism

business cycles synchronicity and income levels has globalisation brought us closer than ever research on business cycle linkages shows a tendency to model countries of relatively the same income levels jointly however the issue of whether these countries move along the same business cycles has not been formally investigated in the literature in this paper we take this approach and investigate whether each group of countries follows its own dynamics and is therefore subjected to the same business cycle and whether these cycles are independent of each other across income groups results indicate that high income per capita countries hics tend to be guided by stronger similarity in business cycles than countries in the middle mics and low income lics groups in search for an explanation of the business cycles synchronicity observed panel data analysis was explored the results from the robust fixed effects estimation show neither trade openness nor shocks to consumption underlie international business cycle synchronization but rather shocks to oil prices

deposit interest rate ceilings as credit supply shifters bank level evidence on the effects of regulation q abstract how did deposit interest rate ceilings an important feature of the u s regulatory regime until the mid 1980s affect individual banks lending and the transmission of monetary policy to credit i estimate the effect of deposit rate ceilings inscribed in regulation q on commercial banks credit growth using a historical bank level data set starting in 1959 banks credit growth contracted sharply when legally fixed deposit rate ceilings were binding interaction terms with monetary policy suggest that the policy impact on bank level credit growth was non linear and significantly larger when rate ceilings were in place bank size and capitalization mitigate these effects at the bank level short term interest rates exceeding the legally fixed deposit rate ceilings identify policy induced credit supply shifts that disappeared with deposit rate deregulation and thus weakened the bank lending channel substantially since the early 1980s

downside loss aversion and portfolio management downside loss averse preferences have seen a resurgence in the portfolio management literature this is due to the increasing use of derivatives in managing equity portfolios and the increased use of quantitative techniques for bond portfolio management we employ the lower partial moment as a risk measure for downside loss aversion and compare mean variance m v and mean lower partial moment m lpm optimal portfolios under nonnormal asset return distributions when asset returns are nearly normally distributed there is little difference between the optimal m v and m lpm portfolios when asset returns are nonnormal with large left tails we document significant differences in m v and m lpm optimal portfolios this observation is consistent with industry usage of m v theory for equity portfolios but not for fixed income portfolios

investments with downside insurance and the issue of time diversification of two insurance policies that guarantee the same minimum rate of return on a portfolio and differ only in their time horizons which is riskier this study shows that if the minimum rate is lower than the risk free rate and if the risk is measured by the cost of insurance then the degree of risk is not a monotonic function of the policy s time horizon for every positive level of concession rate defined as the risk free rate minus the insured rate the cost of such insurance peaks at a finite time horizon this peak cost horizon is typically between 5 and 15 years the higher the concession rate or the lower the volatility of the insured portfolio the shorter this peak cost time horizon is thus although a 5 year insurance policy can be much riskier than a 1 year policy it can also be riskier than a 30 year policy

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

revealing the preferences of the us federal reserve we use bayesian methods to estimate changes in us post war monetary policy in the smets and wouters model we perform the estimations by allowing for a break in monetary policy at the time of volcker s appointment as chairman this enables us to capture changes in the monetary policy regime introduced by volcker during the volcker greenspan period we find support for the assumption that monetary policy in the volcker greenspan period performed optimally under commitment our estimation strategy allows us to estimate the preferences of the us federal reserve in the volcker greenspan period where the main objective of policy appears to be inflation followed by interest rate stabilization output growth and interest rate smoothing we find that the great moderation of output growth is explained by a combination of two factors the decrease in the volatility of the structural shocks and the improved monetary policy conduct inflation stabilization however is mainly due to the change in monetary policy that took place at the beginning of volcker s mandate copyright 2010 john wiley sons ltd

market structure and price cost margins in a paper that has become a standard reference in the structure conductperformance approach to industrial economics cowling and waterson 1976 developed a theoretical rationale for expecting industry profitability to be positively correlated with the level of concentration their model based on a simple algebraic description of oligopoly behaviour has been interpreted as providing a justification for the common empirical practice of cross industry regression analysis of price cost margins in terms of concentration levels in the present paper we show that on further examination this model implies a joint determination of margins and concentration this provides some interesting comparative static results of relevance to inter industry differences in concentration levels equally however it leads to various cautionary insights concerning the meaning of price cost margin versus concentration regressions

the heterogeneous great moderation in this paper i show that a more accurate analysis of the great moderation leads to interesting and novel findings about macroeconomic volatility dynamics in the last decades the main empirical result of the paper is that the great moderation has diversely affected macroeconomic volatility at different horizons short run business cycle and medium run i refer to this phenomenon as the heterogeneous great moderation across frequencies i formally test these findings by defining a frequency domain structural break test that detects the presence of a break in the variance of real macroeconomic variables at different frequencies i derive its asymptotic and small sample properties and i apply it to u s macroeconomic variables to provide statistical evidence that the great moderation is mainly confined to short run fluctuations i finally use a dsge model to investigate which elements of the model can generate the heterogeneous great moderation i find that whereas just a decline of the magnitude of the shocks and a change in the monetary policy cannot replicate the stylized facts accounting for the increased persistence of the exogenous disturbances is the key feature for generating the heterogeneous great moderation

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

a monte carlo investigation of the accuracy of multivariate capm tests abstract in a multivariate regression model relating individual returns to the market return capm implies non linear restrictions on the parameters several asymptotically valid tests of these restrictions have been suggested the existing monte carlo evidence shows that some of these tests are unreliable for reasonable sample sizes but does not indicate well which tests are reliable this paper reports the results of an extensive monte carlo experiment shanken s csr test and jobson and korkie s corrected likelihood ratio test are quite accurate in all cases we consider

separating risk and return in the capm a general utility based model abstract the author proposes a new utility function which captures trade offs between return and a large body of risk measures as defined by popular risk return models in the management science literature while exhibiting desirable properties for a financial investor this function forms the basis for an extension to the capital asset pricing model which links general asymmetric risk measures and risk value models with equilibrium asset pricing

the structural dynamics of output growth and inflation some international evidence we examine the dynamics of output growth and inflation in the us euro area and uk using a structural time varying coefficient var there are important similarities in structural inflation dynamics across countries output growth dynamics differ swings in the magnitude of inflation and output growth volatilities and persistences are accounted for by a combination of three structural shocks changes over time in the structure of the economy are limited and permanent variations largely absent changes in the volatilities of structural shocks matter

non separation in the mean lower partial moment portfolio optimization problem abstract with a number of advantages lower partial moments lpm serve as alternatives to variance as measures of portfolio risk for two specific targets a separation property holds in the context of mean lpm portfolio optimization that allows investors to separate the decision about investment proportions among risky assets from the decision about how much to invest in risky versus risk free assets for other targets however separation is not guaranteed and this case has not received much attention in the literature we show in the case of non separation that investment curves are not common to all optimizing investors but that they are convex in mean lpm space and their lower envelope is the efficient frontier we consider the interesting behavior of investment curves and optimal risky portfolios we also show empirically that an investor who mistakenly assumes separation holds will not experience significant excess portfolio risk in all practical cases

monetary policy shocks and foreign investment income evidence from a large bayesian var abstract this paper assesses the transmission of monetary policy in a large bayesian vector autoregression based on the approach proposed by banbura et al 2010 the paper analyzes the impact of monetary policy shocks in the united states and canada not only on a range of domestic aggregates trade flows and exchange rates but also foreign investment income the analysis provides three main results first a surprise monetary policy contraction has a statistically important impact on both gross and net foreign investment income flows in both countries against the background of growing foreign wealth and investment income this result provides preliminary evidence that foreign balance sheet channels might play an increasingly significant role for monetary transmission second the impact of monetary policy on foreign investment income flows differs considerably across asset categories and over time suggesting that the investment instruments and the currency denomination of a country s foreign assets and liabilities are potentially relevant for the way in which monetary policy affects the domestic economy finally the results support existing evidence on the effectiveness of large vector autoregressions and the bayesian shrinkage approach in eliminating price and exchange rate puzzles

optimal control of heteroscedastic macroeconomic models summary this paper analyses the implications of heteroscedasticity for optimal macroeconomic policy and welfare we find that changes in the variance structure driven by exogenous processes like generalized autoregressive conditional heteroscedasticity garch affect welfare but not the optimal feedback rule however changes in the variance structure driven by state dependent processes affect both we also derive certainty equivalent transformations of state dependent volatility models that allow standard quadratic dynamic programming algorithms to be employed to study optimal policy these results are illustrated numerically using a reduced form model of the us economy in which changes in volatility are driven by a garch process and the rate of inflation copyright 2015 john wiley sons ltd

spillovers to low income countries importance of systemic emerging markets this article documents the expanding economic linkages between low income countries lics and a narrow group of emerging market em leaders that have become major players in international trade and financial flows var models show that these linkages have increased the share of growth volatility that can be attributed to foreign shocks in lics dynamic panel models further analyse the impact of lic trade orientation and production structure on the sensitivity to foreign shocks the empirical results demonstrate that the elasticity of growth to trading partners growth is high for lics in three out of the five regions asia latin america and the caribbean and europe and central asia however for commodity exporting lics in sub saharan africa and the middle east terms of trade shocks and demand from the em leaders are the main channels of transmission of foreign shocks

cooperation v rivalry price cost margins by line of business fl c bureau of economics working papers are preliminary materials circulated to stimulate discussion and critical comment all data contained in them are in the public domain this includes information obtained by the commission which has become part of public record the analyses and conclusions set forth are those of the authors and do not n essarily ref1 t the views of other members of the bureau of economics other commission staff or the commission itself upon request single copies of the paper will be provided references in publications to fit bureau of economics working papers by ffc economists other than acknowledgement by a writer tnat ne has access to such unpublished materials should be cleared with the author to prot t the tentative character of these papers

the u s business cycle 1867 2006 a dynamic factor approach we estimate a stock watson index of economic activity to assess u s business cycle volatility since 1867 we replicate the great moderation of the 1980s and 1990s and find exceptionally low volatility also in the golden age of the 1960s postwar moderation relative to pre 1914 occurs under constant but not time varying factor loadings suggesting structural change toward more volatile sectors for comparable series the u s postwar business cycle was as volatile overall as under the classical gold standard but much less so during the great moderation and the golden age

identifying vulnerability to poverty a critical survey in the economic literature on poverty various methods have been proposed for measuring a phenomenon known as vulnerability however after more than a quarter century of research no consensus has been reached on how to identify such vulnerable individuals within a given population some misunderstandings have also arisen from the overlapping of other closely related concepts such as the expectation of being poor expected poverty multi period poverty and risk exposure this paper offers a detailed conceptual discussion on vulnerability to poverty and its related elements reviewing a wide range of identifying criteria provided in the literature it is found that according to the state of the art in this field of research two key elements stand out in identifying vulnerable individuals an expected well being below the poverty line and a relevant risk of falling into poverty due to downside deviation from a reference level of well being the traditional classification of vulnerability approaches has been updated into four groups i those that stress the element of exposure to risk ii those that emphasize the element of expected poverty iii those that define vulnerability through a utility gap and iv those that are supported by a mean risk dominance criterion

portfolio optimization under loss aversion abstract we present an integrated methodological approach for selecting portfolios the proposed methodology is focused on incorporation of investor s preferences in the mean risk framework we propose a risk measure calculated with the downside part of the portfolio return distribution which we argue captures better the practical behavior of the loss averse investor we establish its properties study the link with stochastic dominance criteria point out the relations with conditional value at risk and lower partial moment of first order and give the explicit formula for the case of scenario based portfolio optimization the proposed methodology involves two stages firstly the investment opportunity set efficient frontier is determined and secondly one single preferred efficient portfolio is selected namely the one having the highest expected utility value three classes of utility functions with loss aversion corresponding to three types of investors are considered the empirical study is targeted on assessing the differences between the efficient frontier of the proposed model and the classical mean variance mean cvar and mean lpm1 frontiers we firstly analyze the loss of welfare incurred by using another model instead of the proposed one and measure the corresponding gain loss of utility secondly we assess how much the portfolios really differ in terms of their compositions using a dissimilarity index based on the 1 norm we describe and interpret the optimal solutions obtained and emphasize the role and influence of loss aversion parameters values and of constraints three types of constraints are studied no short selling allowed a certain degree of diversification imposed and short selling allowed

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

structural changes in the us economy is there a role for monetary policy this paper investigates the contribution of monetary policy to the changes in output growth and inflation dynamics in the us we identify a policy shock and a policy rule in at ime varying coefficients var using robust sign restrictions the transmission of policy shocks has been relatively stable the variance of the policy shock has decreased over time but policy shocks account for a small fraction of the level and of the variations in inflation and output growth volatility and persistence we find little evidence of a significant increase in the long run response of the interest rate to inflation a more aggressive inflation policy in the 1970s would have produced large output growth costs

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 structure performance relationship at the firm level abstract this letter provides an explanation for recent empirical results that suggest that market concentration has a negative effect on profitability at the firm level it also casts doubts on traditional interpretations of high market shares as evidence of market power

downside risk measures and equity returns in the nyse although investors are concerned foremost with mean and variance they are also sensitive to downside risk in this article we employ several risk variables of traditional and downside risk measures to evaluate the equity returns in the new york stock exchange nyse market in order to test their explaining power the test results show that variance or sd is better than beta in the performance however those traditional risk measures have almost less explanatory power than total downside risk measures whether the downside risk measures are relative to zero the mean return or the market index return when they are used to predict the future risk premium the results also show that the significance of the downside risk measures in the nyse market is different between different industry sectors different periods of time and in different individual equities