a semiparametric approach to short term oil price forecasting abstract in this paper it is shown how the garch properties of oil price changes can be employed to forecast the oil price distribution over short term horizons the forecasting methodology is semiparametric and it is based on the bootstrap approach the results of an out of sample forecasting exercise carried out using the brent oil price series suggest that the forecasting approach can be used to obtain a performance measure for the forward price in addition to compute interval forecasts for the oil price

forecasting crude oil price movements with oil sensitive stocks this paper uses monthly data from 1984 m10 to 2012 m8 to show that oil sensitive stock price indices particularly those in the energy sector have strong power in predicting nominal and real crude oil prices at short horizons one month ahead predictions using both in and out of sample tests in particular the forecasts based on oil sensitive stock price indices are able to outperform significantly the no change forecasts for example using the nyse arca amex oil index as a predictor the one month ahead forecasts for nominal crude oil prices reduce the mean squared prediction error by between 22 for the west texas intermediate oil price and 28 for the dubai oil price moreover we find that the directional forecast based the amex oil index is ignificantly better than a 50 50 coin toss the novelty of this analysis is that it proposes a new and valuable predictor that both reflects timely market information and is readily available for forecasting the spot oil price

optimal state dependent rules credibility and inflation inertia abstract we use a state dependent model where pricing rules are optimal to examine the costs of a money based disinflation under various assumptions about the credibility of the policy change our analysis allows us to relate actual credibility and future inflation inertia to the asymmetry of the price deviation distribution an important implication of our state dependent setting is that disinflation can be attained without substantial cost even in a situation of low credibility provided that a mechanism of price alignment eliminates the asymmetry of the price deviation distribution we also develop an analytical framework for analyzing intermediate imperfect credibility cases

forecasting the real price of oil time variation and forecast combination abstract this paper sheds light on the questions whether it is possible to generate an accurate forecast of the real price of oil and how it can be improved using forecast combinations for this reason the following paper will investigate the out of sample performance of seven individual forecasting models the results show that it is possible to construct better forecasts compared to a no change benchmark for horizons up to 24 months with gains in the mspe ratio as high as 25 in addition some of the existing models will be extended e g the u s inventories model by introducing more suitable real time measures for the brent crude oil price and the var model of the global oil market by using different measures for the economic activity furthermore the time performance investigated by constructing recursively estimated mspe ratios discovers potential weaknesses of the used models hence several different combination approaches are tested with the goal of demonstrating that a combination of individual models is beneficial for the forecasting performance thereby a combination consisting of four models has proven to have a lower mspe ratio than the best individual models over the medium run and in addition to be remarkably stable over time

variance of agricultural prices industrial prices and money the relative uncertainty of agricultural prices and industrial prices with respect to the uncertainty of growth in the money supply are investigated utilizing multivariate arch and garch analysis the conditional variances of agricultural prices were shown to dwarf the variances of industrial prices and the money supply the relatively greater sensitivity of the conditional variance of agricultural prices to changes in the variance of the money supply than industrial prices found in this analysis provides a further perspective on the uncertainty confronting farmers including the impacts of the monetary policy shock that precipitated the farm financial crisis in the early 1980s

reinterpreting the role of inflation in politico economic models the author attempting to analyze the interplay between politics and economics is faced with a large number of problems ranging from an always too small and idiosyncratic data set to the lack of any generally accepted theory of the process which has testable implications my aims have been 1 to show that past studies have typically treated inflation in an extremely naive way disregarding the fact that it may have political pluses if unanticipated and 2 to test the sensitivity of established formulations to what i believe is the more useful view of voter behavior given in model ii since model i and model ii represent polar extremes of amnesiac and eidetic behavior tests of intermediate lag structures are clearly in order because of administration peculiarities however lost data points will pose a serious problem

inflation and relative price variability parks study reexamined the authors show that richard w parks 1978 widely cited evidence on the correlation between the rate of inflation and the variability of relative prices in the united states during 1948 75 depends on one observation 1974 when the sample period is extended through 1989 the correlation depends on the observations for 1974 and 1980 since both are years of large oil price shocks the authors make the case that causation is likely to run from these shocks to relative price variability and inflation with accommodating monetary policy playing a role copyright 1993 by ohio state university press

wage indexation and discretionary monetary policy since the early 1970 s both academic researchers and policymakers have devoted considerable attention to the macroeconomic effects of wage indexation however these two groups have focused on different effects starting with jo anna gray 1976 and stanley fischer 1977a formal models emphasize the role of indexation in stabilizing or destabilizing output in contrast informal policy discussions usually focus on the allegation that indexation is inflationary e g arthur okun 1971 mario simonsen 1983 eliana cardoso and rudiger dornbusch 1987 to reduce this gap this paper presents a model of the effects of indexation on inflation and asks whether indexation raises economic welfare when these effects are taken into account until recently it was difficult to formalize the argument that indexation is inflationary because economists lacked models of the sources of inflation this paper applies the insight of robert barro and david gordon 1983a that with discretionary policy the employment gains from surprise inflation tempt the monetary authority to create positive trend inflation as stressed by fischer and lawrence summers 1989 policies that reduce the costs of inflation such as indexation cause barro gordon policymakers to choose higher inflation indeed inflation can rise so much that welfare falls despite greater protection against inflation this effect is appealing because it captures the common argument that indexation weakens policymakers will to fight inflation 1 this is not the end of the story however because wage indexation has a second effect it reduces the employment effects of surprise inflation that is unlike most policies to reduce the costs of inflation such as indexation of interest rates wage indexation steepens the phillips curve in the barrogordon model a steeper phillips curve reduces the temptation to inflate and hence reduces equilibrium inflation since indexation has one inflationary effect lower costs of inflation and one anti inflationary effect a steeper phillips curve the net effect appears ambiguous even if the net effect on inflation is determined the welfare effect may remain unclear if inflation rises the welfare loss might or might not be outweighed by the lower cost of a given amount of inflation 2 these ambiguities cannot be resolved with the barro gordon model alone because the phillips curve and the effect of inflation on welfare are ad hoc it is plausible that indexation affects these relations but the relative strengths of the effects are unclear resolving the ambiguities requires a more structural model in which the effects of indexation are derived rather than assumed this paper studies such a model specifically we use a model of staggered wagesetting based on gray 1976 fischer 1977a b and john taylor 1980 the degree of indexation is an explicit parameter and so we can derive its net effects on inflation and welfare section i of this paper presents our basic model and derives equilibrium inflation in

expected monetary changes and relative prices a look at evidence from the stock market at the heart of the natural rate theory is the assumption that fully perceived monetary growth is neutral with respect to relative price changes unfortunately there have been few attempts to test this assumption directly because the belief that active contracyclical monetary policies are not superior to friedman s constant growth rule rests upon the assumption that expected monetary changes have neutral relative price effects more evidence is needed on whether such changes are in fact neutral to this end we test the hypothesis that only the unexpected components and not the expected components of monetary changes affect relative price changes by looking at the stock market testing is done on a modification of the well known mean variance capital asset pricing model the capm specifically we modify the capm to allow for differential stock returns depending upon expected and unexpected monetary growth rates section ii explains the basic model used to test for non neutral relative price effects of monetary change section iii deals with the empirical definitions of expected and unexpected money growth section iv discusses the basic data while sections v and vi make neutrality tests of monetary growth using actual expected revisions in expected and unexpected money growths the last part summarizes the paper

relative price variability and inflation evidence from us cities we test whether the time series positive correlation of inflation and intermarket relative price variability is also present in a cross section of u s cities we find this correlation to be a robu

inflation inflation uncertainty and relative price dispersion evidence from bivariate garch m models abstract one potential real effect of inflation is its influence on the dispersion of relative prices in the economy menu cost models generally imply that higher trend inflation will increase price dispersion in contrast signal extraction models predict that increased inflation uncertainty will raise relative price dispersion existing empirical studies do not distinguish between these separate hypotheses we constuct a bivariate garch m model of inflation and relative price dispersion to test these differing explanations in a single model and find that inflation uncertainty dominates trend inflation as a predictor of relative price dispersion

a note on short term intersectoral factor immobility abstract the dynamic trade literature has identified two important aspects of the adjustment process to real shocks contributed to short term intersectoral factor immobilities real income rises over time as the production factors reallocate while the presence of nontradeable goods leads to a dynamic relative price effect while these effects are usually studied separately in the literature this paper presents a simple multi period model with optimizing agents in which both effects operate simultaneously as an illustration of the model the current account response to a favorable endowment shock is studied the two effects have an opposite impact on the direction of the current account response the relationship between model parameters and the response to the shock is studied

inflation and the distribution of price changes this paper reconsiders the empirical evidence connecting inflation to its higher order moments in particular we examine the statistical properties of the observed positive correlation between the sample mean and the sample cross sectional skewness of price changes this correlation has attracted substantial attention over the years and has recently been the focal point of a debate among macroeconomists we show that the sample mean skewness correlation suffers from a small sample bias that accounts for the entirety of the observed correlation in other words we establish that one of the stylized facts in the literature on aggregate price behavior need not be a fact at all

assessing the variability of inflation although there has been much argument over the impact of variable inflation rates upon economic performance there has been surprisingly little attempt to define the term variability of inflation carefully or to test proposed hypotheses connecting variability and the level of inflation precise definitions are given in the paper and a model is constructed showing that the level variability hypothesis may be formulated in terms of the presence of heteroscedasticity in a regression model this theoretical model is used to criticize existing studies while an empirical study with australian data illustrates the application of the approach

relative price variability inflation and the allocative efficiency of the price system abstract this paper develops a theory of the relationship between aggregate and relative price variability based on the inability of people even in a rational world to identify permanent changes in relative demands whether caused by real or by monetary variability and relative productivities as soon as they occur the theory implies that the variance of the rate of inflation and the variance of relative price change are positively related although expectations are rational and markets always clear production decisions respond sluggishly to changes in relative prices temporary shocks to relative demands cause prolonged changes in the structure of production available information is used so as to maximize the efficiency of the price system however this efficiency decreases when any of the underlying variances increases this decrease is more pronounced when the production lag is longer

the relationship between relative prices and the general price level it is very nearly a truismi amaong neoclassical economists that the public is wont to confuse changes in the general price level with relative price changes correspondingl y one might speak of the independence between the two as one of the central postulates of the neoclassical tradition william stanley jevons was aml ong the first to identify this basic dichotomin economic life as well as to attempt to explain the ordinary citizen s seenming incapacity to understand it

inflation and labor market adjustment the implications of downward nominal and ex ante real wage rigidity and of wage contracting for the dispersion of relative wage changes in the presence of price inflation are examined rigidity implies that unexpected inflation will raise the variability of relative wage changes contracting implies unexpected inflation reduces variability using data on manufacturing industries for 1955 81 and on private nonfarm industries for1965 81 these hypotheses are studied the dispersion in relative wage cnanges is reduced by greater price inflation most of the reduction is a response to unexpected inflation expected inflation has little impact on dispersion these findings hold for subperiods within the sample and are robust to different choices of measures of price expectations including those of the livingston survey the survey research center household data and arma forecasts they stand in striking contrast to the commonly accepted result that price inflation is associated with greater dispersion of relative price changes they suggest that inflation reduces the ability of relative wages to signal disequilibria among labor markets this abstract was borrowed from another version of this item

crack spread hedging accounting for time varying volatility spillovers in the energy futures markets crude oil heating oil and unleaded gasoline futures contracts are simultaneously analysed for their effectiveness in reducing price volatility for an energy trader a conceptual model is developed for a trader hedging the crack spread various hedge ratio estimation techniques are compared to a multivariate garch model that directly incorporates the time to maturity effect often found in futures markets modelling of the time variation in hedge ratios via the multivariate garch methodology and thus taking into account volatility spillovers between markets is shown to result in significant reductions in uncertainty even while accounting for trading costs copyright 2002 john wiley sons ltd

imported input price and the current account in an optimizing model without capital mobility abstract this paper analyses the effect of an oil price increase in an economy which cannot borrow in the international capital markets current account surpluses and deficits are matched by reserve changes at the central bank it is shown in an optimizing setup that an unanticipated oil price increase worsens the current account and lowers the real interest rate contrary to models which assume perfect capital markets

a note on the variability of inflation and the dispersion of relative price changes abstract the relationship between the variance of inflation and the variability of relative price changes is analyzed empirically a strong positive association is found for 1948 1969 and 1948 1975 application of chow s test indicates structural instability and granger s test suggests a feedback effect between these variables

forecasting oil prices high frequency financial data are indeed useful abstract the paper examines the importance of combining high frequency financial information along with the oil market fundamentals in order to gain incremental forecasting accuracy for oil prices inspired by french et al 1987 and bollerslev et al 1988 who maintain that future asset returns are also influenced by past volatility we use daily volatilities and returns from financial and commodity markets to generate real out of sample forecasts for the monthly oil futures prices our results convincingly show that although the oil market fundamentals are useful for long run forecasting horizons the combination of the latter with high frequency financial data significantly improve oil price forecasts by reducing the rmse of the no change forecast by approximately 68 results are even more impressive during the oil price collapse period of 2014 15 these findings suggest that we cannot ignore the information extracted from the financial markets when forecasting oil prices our results are both statistically and economically significant as suggested by several robustness tests

on the real effects of short and long run inflation and relative sector price variability some empirical evidence using the kalman filter this paper evaluates empirically the effects of sector relative price variability and short run and long run inflation on the growth rate of real output in the united states since 1947 also permanent and transitory estimates are constructed to evaluate the effects of unanticipated movements in sector relative price on the growth rate of real output the results show a statistically significant inverse relationship beween the growth rate of real output and transitory sector relative price variability and anticipated long run inflation and a direct relationship between the growth rate of real output and unanticipated short run inflation

robustness of the relationship between price variability and inflation for us manufacturing we study the relationship between relative price variability and inflation in two different ways we first look at product class census unit values for five time periods between 1958 and 1982 and find evidence of a positive relationship between variability and inflation then we directly update the vining and elwertowski 1976 study for the period 1974 91 using individual commodity series from the bureau of labor statistics we conclude by discussing differences across industries in price stickiness

risk management in the oil industry can information on long run equilibrium prices be utilized abstract we analyze co movements between the prices of crude oil and major refined products during the period 1992 1998 specifically we explore the existence of long run equilibrium price relationships and whether deviations from estimated equilibrium can be utilized for predictions of short term price changes and for risk management the econometric evidence strongly supports the hypothesis that crude and product prices are co integrated past deviations from long term equilibrium are significant in an error correction specification of short term product price changes the results represent valuable information for hedging particularly in integrated oil companies for which price risk is related to margin variations

estimating and forecasting the real prices of crude oil a data rich model using a dynamic model averaging dma approach given that oil price fluctuations have been of great interest for macroeconomics in the recent years due to its important implications for future inflation economic growth and policy making the aim of this paper is to estimate and forecast west texas intermediate wti crude oil prices using a large monthly dataset that covers the period from march 1983 to december 2011 to achieve this aim forecasting with factor models offers a usual approach that utilizes large datasets however a forecasting model which simply includes all factors in state space equation and does not allow for time varying may be not suitable with a highly volatile market such as oil market to overcome these limitations an approach that accounts both for parameter and model uncertainty is employed in particular this study uses the dynamic model averaging dma approach suggested by koop and korobilis 2012 the key element of the dma approach is that it allows both for model and parameter to vary at each point of time by doing so the dma is robust to structural breaks empirical findings show that dma approach outperforms any other alternative model used in the forecasting exercise results also show that there is model but not parameter variation in this oil price forecasting exercise finally the findings suggest that the dma approach provides a better proxy of expected spot prices than future prices

conditional relative price variance and its determinants open economy evidence from germany the authors present empirical tests of two hypothesis derived from an open economy version of the multimarket equilibrium model the first hypothesis holds that the conditional relative price variance is positively related to the variance of domestic monetary and foreign nominal and real shocks the second hypothesis claims a negative impact of an increase in conditional relative price variance on normal output in contrast to earlier studies the authors use direct measures of conditional relative price variance based on arch estimates the authors results show that both hypotheses are consistent with german data copyright 1991 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

conglomerate mergers as defense against the risk of relative price variability this paper studies the effects of the risk of relative price variability on the optimal structure of a firm s cash flows with an application of portfolio theory it is suggested that when relative price risk is greater it is optimal for the management to diversify at the margin and emphasize economies of scale or scope when the risk is smaller conglomerate mergers should therefore be positively associated with relative price risk given the variables affecting mergers as a whole empirical evidence is found to lend support to the theory the inflation rate explains conglomerate mergers even better which suggests that relative price risk may constitute another real resource cost of inflation

interpreting the correlation between inflation and the skewness of relative prices a comment on bryan and cecchetti large literature in macroeconomics has examined how the inflation rate is related to the distribution of relative price changes this work has established a striking fact there is a strong correlation between inflation and the skewness of this distribution when inflation is high the distribution of relative price changes is typically skewed to the right when inflation is low it is skewed to the left the oil shocks of the 1970s are one example of this phenomenon inflation rose while a few goods oil products experienced especially large relative price increases but the inflationskewness correlation is not just a result of oil shock years this fact holds for many time periods and many countries e g vining elwertowski 1976 and ball mankiw 1995 for the united states amano macklem 1997 for canada de abreu lourenco and gruen 1995 for australia bryan and cecchetti 1999 argue that this fact need not be a fact at all because of small sample bias if true this is an important claim it would eliminate an apparently robust stylized fact that might otherwise hold a clue to understanding the causes or effects of inflation we are not however convinced by bryan and cecchetti s assertion our goal in this note is to explain why on its face bryan and cecchetti s claim is puzzling their paper presents a model in which there is an underlying true distribution of price changes and the observed distribution is obtained by sampling a subset of these price changes they show that the skewness of the sample distribution may be correlated with the sample mean even if there is no skewness in the population distribution this model however does not capture the reality of how price indices are constructed it is not the case that there are a large number of sectors and the government computes the cpi by sampling a small number of them instead the government measures prices in all sectors of which there may be a small or large number depending on the level of disaggregation the observed correlation of the mean and skewness is based on the full population of sectors so small sample bias does not appear to be possible because the data used to construct price indices are comprehensive one cannot avoid the conclusion that the inflation skewness correlation is a fact 1 if the idea of small sample bias is not relevant here how should one interpret the numerical simulations presented by bryan and cecchetti the substance of their argument we believe is that it is easy to explain the correlation between inflation and skewness previous authors have worked hard to explain this fact ball and mankiw 1995 propose that this correlation can be explained with menu cost models of price adjustment while balke and wynne 1996 argue that it can be explained by a multisector real business cycle model by contrast bryan and cecchetti generate the inflation skewness correlation in a much simpler model although it would be wrong to interpret their results as showing that the correlation doesn t exist one could plausibly interpret them as showing that this correlation doesn t prove anything as they put it such statistics are not useful in distinguishing sticky from flexible price setting behavior in macroeconomic models to evaluate this argument it helps to step back and review the motivation behind the ball mankiw and balke wynne theories the starting point for these authors is the classical theory of price determination central to this theory is the classical dichotomy relative prices are determined by real factors and the aggregate price level is determined by monetary factors specifically if there are n sectors in the economy there are n 1 relative prices real variables such as shifts in demand and costs in the various sectors determine these n 1 prices using any good or combination of goods as the numeraire the aggregate price level is determined by the supply and demand for money this idea is summarized by the quantity equation mv 5 py the n 1 relative prices and the price level which equals the average of all nominal prices together determine the n nominal prices in this classical model there is no obvious reason that the behavior of the aggregate price level is related to the distribution of relative prices if m v and y remain constant then p is constant and any shifts in the distribution of relative prices do not influence the price level to explain the observed inflation skewness correlation one must explain how the economy differs from this classical baseline balke and wynne offer one story for the inflationskewness correlation in their model certain shocks to the economy generate both skewness in the relative price distribution and changes in aggregate output for instance when opec raised oil prices relative prices in energy related sectors rose by 50 or more balanced by smaller relativeprice decreases in the rest of the economy this generated

privatization and changes in welfare costs of inflation the case of entel argentina abstract in a country with permanent deficit driven inflation problems the proceeds from privatization may translate into potential reductions of the seigniorage needed to finance a given a level of government expenditure the changes in welfare costs of inflation brought about by divestiture are quantified in a monetary model in an argentine case study these changes were found to be small both in terms of gdp and as a percentage of seigniorage revenue within the model this is mainly explained by the low values encountered for the elasticities of money demand with respect to expected inflation and by the exclusion of considerations about unanticipated inflation

on inflation and real price variability this paper studies the consequences of costly price adjustments for the variability of real prices accompanying inflation for constant elasticity demand and cost of production it is shown that a higher demand a lower cost of production or a lower cost of price adjustment leads to less intertemporal variability of real prices if the marginal cost of production does not increase too fast then the average real price is less than the real price that would prevail in the absence of inflation additionally a higher demand a lower cost of production or a lower cost of price adjustment leads to a higher level of real prices

inflation and relative price variability in yugoslavia abstract granger causality tests show that inflation granger causes relative price variability but the feedback relationship cannot be excluded

variability of inflation and the dispersion of relative prices evidence from the chinese hyperinflation of 1946 1949 abstract this paper uses data from the chinese hyperinflation of 1946 1949 to focus on the relationship between the variability in the general price level and the dispersion in relative prices the issue is important because it bears on the natural rate hypothesis which supports the postulate that these two monetary variables are independent our results reinforce the bulk of previous evidence which suggests a positive correlation between the variation in inflation rate and the dispersion in relative prices during inflationary episodes

forecasting oil price movements with crack spread futures abstract in oil markets the crack spread refers to the crude product price relationship refiners are major participants in oil markets and they are primarily exposed to the crack spread in other words refiner activity is substantially driven by the objective of protecting the crack spread moreover oil consumers are active participants in the oil hedging market and they are frequently exposed to the crack spread from another perspective hedge funds are heavily using crack spread to speculate in oil markets based on the high volume of crack spread futures trading in oil markets the question we want to raise is whether the crack spread futures can be a good predictor of oil price movements we investigated first whether there is a causal relationship between the crack spread futures and the spot oil markets in a vector error correction framework we found the causal impact of crack spread futures on spot oil market both in the long and the short run after april 2003 where we detected a structural break in the model to examine the forecasting performance we use the random walk model rwm as a benchmark and we also evaluate the forecasting power of crack spread futures against the crude oil futures the results showed that a both the crack spread futures and the crude oil futures outperformed the rwm and b the crack spread futures are almost as good as the crude oil futures in predicting the movements in spot oil markets

international macroeconomic fluctuations and the current account intertemporal models of the current account generally assume that global shocks do not affect the current account we use this assumption to identify global and country specific shocks in a bivariate var we test the quality of the identification using evidence from g7 data in accordance with the theory we observe a link between the global shock and a measure of the world real interest rate we also find that long term output growth is driven by global factors in most countries that country specific shocks are less persistent in smaller economies and generally less volatile than global shocks

futures based forecasts how useful are they for oil price volatility forecasting oil price volatility forecasts have recently attracted the attention of many studies in the energy finance field the literature mainly concentrates its attention on the use of daily data using garch type models it is only recently that efforts to use more informative intraday data to forecast oil price realized volatility have been made despite all these previous efforts no study has examined the usefulness of futures based models for oil price realized volatility forecasting although the use of such models is extensive for oil price predictions this study fills this void and shows that futures based forecasts based on intra day data provide informative forecasts for horizons that span between 1 day and 66 days ahead more importantly these results hold true even during turbulent times for the oil market such as the global financial crisis of 2007 09 and the oil collapse period of 2014 15

inflation and price setting in a natural experiment abstract we analyze the behavior of price setters in poland during the transition from a planned to a market economy using a large disaggregated data set the size and frequency of price changes as well as relative price variability all increase as inflation rises the effect of expected inflation on relative price variability is much stronger than the effect of unexpected inflation despite the unusual economic environment the results are qualitatively identical and quantitatively stronger than those in lach and tsiddon 1992 journal of political economy 100 349 389

relative price changes as aggregate supply shocks this paper proposes a theory of supply shocks or shifts in the short run phillips curve based on relative price changes and frictions in nominal price adjustment when price adjustment is costly firms adjust to large shocks but not to small shocks and so large shocks have disproportionate effects on the price level therefore aggregate inflation depends on the distribution of relative price changes inflation rises when the distribution is skewed to the right and falls when the distribution is skewed to the left we show that this theoretical result explains a large fraction of movements in postwar u s inflation moreover our model suggests measures of supply shocks that perform better than traditional measures such as the relative prices of food and energy

a proposition on short run departures from the law of one price unanticipated inflation relative price dispersion and commodity arbitrage abstract this paper proposes an explanation of short run departures from the law of one price based on the characteristics of the inflationary process and changes in the distribution of relative prices unexpected inflation gives rise to volatility of relative prices the more unexpected and hence uneven the rate of inflation the greater the difficulty in discerning from a given structure of relative prices commodity arbitrage opportunities which may be expected to persist and those transient opportunities which do not warrant a firm s incurring fixed costs of arbitrage an illustration portrays a risk averse firm confronting an international arbitrage opportunity

market structure and price flexibility abstract the relationship between market form and price adjustment patterns is examined by using disaggregated price data for mexico over the 1940 1984 period frequency of price adjustment and characteristics of goods and industries appear to be related as predicted by menu cost and customer market models the pattern of response followed by individual prices to inflationary shocks is related to their frequency of price adjustment the typical pattern of response to small and large shocks may differ contrary to predictions based on models with overlapping contracts in addition the empirical results have implications for the relationship between inflation and relative price variability

a note on the variability of inflation and the cross sectional dispersion of stock returns abstract this paper documents a positive relationship between the variance of the inflation rate and the variance of cross sectional common stock returns which is consistent with the imperfect information hypothesis we also report that the relationship has changed over time

inflation and real interest rates on assets with different risk characteristics given the importance of ex ante real interest rates to economic decision making it is no surprise that much empirical research focuses on them 1 several recent studies find that the ex ante real returns for short term u s treasury securities are not constant and are negatively correlated both with inflation and with nominal interest rates this paper examines the extent to which these findings hold for assets of longer maturity are robust with respect to the choice of price index and are stable over time we expand the set of assets studied to include those of longer maturity both publicly and privately issued for two reasons first their ex ante real returns may differ substantially from that of a short term nominally riskless security second because longer maturity assets have risk characteristics closer to capital their ex ante real returns are potentially more relevant for investment and savings decisions we explore the use of various price indices because the index used in most studies the consumer price index severely overstates inflation during the 1970s as a result of its inappropriate treatment of residential housing costs 2 this overstatement casts doubt on an important finding of previous studies that there are long stretches of time during the 1970s when ex ante real rates are significantly negative given the existence of holding costs for the goods relevant to most price indices and the absence of a riskless real return no arbitrage conditions are violated by a negative ex ante real rate however its persistence is problematical because asset holders are typically assumed to have a positive rate of time preference which ensures a positive ex ante real rate in the long run we find that before 1979 a negative relationship of ex ante real rates both with inflation and with nominal interest rates appears for the longer maturity assets as well as the short term nominally riskless asset indeed the relationship grows

intercountry differences in the relationship between relative price variability and average prices this paper provides new evidence on the relationship between relative price variability and inflation the model uses a consistently defined data set for nine european countries it benefits from the inclusion and testing of the effects of macroeconomic variables and the incorporation into the measures of inflation and dispersion adjustments for timeliness appropriate formulas and proximity the general findings of an effect on relative price variability by the macroeconomic environment and negative coefficients on unexpected inflation are supported by their occurrence in models estimated by seemingly unrelated regression and a robust systems estimator

the pass through of oil prices into euro area consumer liquid fuel prices in an environment of high and volatile oil prices abstract crude and refined oil prices have been relatively high and volatile on a sustained basis since 1999 this paper considers the pass through of oil prices into consumer liquid i e petrol diesel and heating fuel prices in such an environment the pass through of oil prices into consumer liquid fuel prices has already been addressed extensively in the literature nonetheless much of this literature has either focused on the united states or on a time period when oil prices were relatively stable or has used monthly data the main contribution of this paper is a comprehensive combination of many features that have been considered before but rarely jointly these features include 1 the analysis of the euro area as an aggregate and a large number of countries the initial 12 member states 2 the consideration of different time periods 3 the modelling of the data in raw levels rather than in log levels this turns out to have important implications for our findings 4 the use of high frequency weekly data which as results will suggest are the lowest frequency one should consider 5 the investigation of the different stages of the production chain from crude oil prices to retail distribution refining costs and margins distribution and retailing costs and margins 6 the examination of prices including and excluding taxes excise and value added 7 the modelling of prices for three fuel types passenger car petrol and diesel separately and home heating fuel oil 8 lastly we also address the issue of possible asymmetries allowing for the pass through to vary according to a whether price are increasing or decreasing and b whether price levels are above or below their equilibrium level the main findings are as follows first as distribution and retailing costs and margins have been broadly stable on average the modelling of the relationship between consumer prices excluding taxes and upstream prices in raw levels rather than in logarithms has important implications for the stability of estimates of pass through when oil price levels rise significantly second considering spot prices for refined prices improves significantly the fit of the estimated models relative to using crude oil prices it also results in more economically meaningful results concerning the extent of pass through third oil price pass through occurs quickly with 90 occurring within three to five weeks fourth using a relatively broad specification allowing for asymmetry in the pass through from upstream to downstream prices there is little evidence of statistically significant asymmetries furthermore even where asymmetry is found to be statistically significant it is generally not economically significant lastly these results generally hold across most euro area countries with few exceptions

inflation and relative price variability short run vs long run abstract this paper uses recent developments in measuring correlation to examine the relationship between inflation and relative price variability rpv the results suggest that the positive correlation holds not only in the short run but also in the long run this finding has important implications for theoretical models that purport to explain this relationship such models must incorporate features that generate positive relationships that hold even in the long run

on the power of macroeconomic linkages to explain events in u s agriculture the significance for agriculture of macroeconomic events in the 1980s depends upon what elements in the macroeconomy are most strongly linked to agriculture and how these linkages function it is idle to say for example that inflation poses particularly serious problems for agriculture in the 1980s unless we have evidence that inflation generally causes particularly serious problems for agriculture this paper concentrates on the past literature and current state of evidence on such questions the final section considers the possibility of scientifically defensible forecasts for the 1980s it is short

neutrality of inflation in the agricultural sector abstract the paper considers the effect of inflation on the relative prices of products traded in auction markets prices of us agricultural products are used for the period 1951 1981 since agricultural products are widely traded the real forces of supply and demand specific to agriculture are represented by foreign agricultural prices the exchange rate is entered as a separate variable influencing domestic agricultural prices trade between the usa and the ten countries included in the federal reserve board s trade weighted dollar is considered the empirical results are consistent with the hypothesis that inflation did not alter relative agricultural prices when the real forces of supply and demand and the exchange rate are held constant

railroad rate deregulation and uncertainly of farm level prices for corn uncertainty of country elevator prices for corn in terms of error variance and mean squared forecast errors failed to increase in response to the deregulation in 1980 of railroad rates regression analysis was used to separate the uncertainty impacts of deregulation from those of other unanticipated changes in supply and demand factors influencing uncertainty included unexpected changes in storage costs export demand corn futures and rail car utilization some of the factors creating price uncertainty prior to deregulation were replaced by new uncertainty factors occurring as a result of deregulation

macroeconomic adjustment under alternative lending arrangements abstract this paper investigates macroeconomic adjustment for a small open economy under alternative lending arrangements the arrangements considered all have the common feature of a link between international lending rates and measures of creditworthiness by employing an intertemporal maximizing model of a small open economy the paper analyzes adjustment paths for the stock of international debt the real exchange rate and consumption in response to economic shocks the paper finds that arrangements linking interest rates on lending to the outstanding stock of debt are consistent with a stable adjustment trajectory whereas arrangements linking interest rates to performance on the trade balance are likely to be unstable

relative price dispersion aggregate price movement and the natural rate of unemployment this paper develops a model of relative price stickiness and examines its implications for the relationship between relative prices inflation and the natural rate of unemployment estimation of the model demonstrates that causality in the relationship between relative and aggregate prices runs in both directions however microeconomic disturbances have been the primary source of relative price change variance over the postwar period and these micro disturbances have exerted a strong effect on inflation in the short run it also is shown that micro relative price change dispersion has had a significant influence on the natural rate of unemployment

nominal contracting in a world of uncertainty abstract this paper evaluates corporate sensitivity to relative price risk and inflation risk and suggests how the existence of various nominal contracts particularly debt and forward contracts may modify firm behavior under uncertainty by differentiating between the two types of price risk this paper demonstrates the distinct risk reduction functions served by forward contracts and debt debt primarily protects against inflation risk whereas forward contracts can be used to protect against relative price risk complications arise however because forward contracts which are denominated in nominal terms also have an impact on the firm s degree of inflation risk

co integration of ice gas oil and crude oil futures abstract in this paper the relationship between gas oil and brent crude oil futures prices is investigated the analysis is based on daily price series for five different contract lengths traded on ice futures europe the price series and their first differences are tested for stationarity linear relationships between the pair wise gas oil and crude oil contracts are then tested for co integration a co integrated relationship is found for the 1 and 2 month contracts covering data from 1994 to 2009 and error correction models are established to estimate the relationships no co integrated relationships are found for the 3 6 and 12 month contracts covering the period 2002 2009 nor for the 1 and 2 month contracts for this period the futures prices for this period are collected from a volatile market including hurricane katrina the economic boom and the following financial crises which might explain these results thus in such volatile periods the spread between gas oil and crude oil is likely to deviate and it might take several years until it reverts to its equilibrium value for energy traders and hedgers this will imply that exposures to the crack spread should be treated with great care in such market environments

borrow and adjust fiscal policy and sectoral adjustment in an open economy should the government run fiscal deficits in response to an adverse external shock that warrants transfer of resources from production of nontraded to traded goodsq this article considers normative fiscal policy implications of sectoral adjustment costs in a two sector model with overlapping generations fiscal deficits benefit present generations by depleting foreign assets and slowing down the adjustment process we show that despite no nominal rigidities temporary fiscal deficits increase social welfare if adjustment costs prevent immediate sectoral reallocation of inputs if there are no adjustment costs the case for fiscal deficits vanishes copyright 2003 by the economics department of the university of pennsylvania and osaka university institute of social and economic research association

ideal divisia moments price dispersion and inflation abstract ideal divisia price and quantity index numbers are computed for 18 countries using per capita consumption data for the 1970 s correlation matrices of general price change and price dispersion are computed and determinants of price dispersion are analyzed