online and official price indexes measuring argentina s inflation abstract prices collected from online retailers can be used to construct daily price indexes that complement official statistics this paper studies their ability to match official inflation estimates in five latin american countries with a focus on argentina where official statistics have been heavily criticized in recent years the data were collected between october 2007 and march 2011 from the largest supermarket in each country in brazil chile colombia and venezuela online price indexes approximate both the level and main dynamics of official inflation by contrast argentina s online inflation rate is nearly three times higher than the official estimate

price setting in online markets does it click using a unique dataset of daily u s and u k price listings and the associated number of clicks for precisely defined goods from a major shopping platform we shed new light on how prices are set in online markets which have a number of special properties such as low search costs low costs of monitoring competitors prices and low costs of nominal price adjustment we document that although online prices are more flexible than offline prices they nevertheless exhibit relatively long spells of fixed prices large size and low synchronization of price changes considerable crosssectional dispersion and low sensitivity to predictable or unanticipated changes in demand conditions qualitatively these patterns are similar to those observed for offline prices a finding that suggests a need for more research on the sources of price rigidities and dispersion

bilateral trading with naive traders we introduce naive traders in bilateral trading these traders report their true types in direct mechanisms and bid ask their values costs in auctions we show that by expropriating naive traders in direct mechanisms the mechanism designer can subsidize additional trades by strategic traders and improve efficiency in fact complete expropriation of naive traders is a necessary condition for constrained efficiency a significant implication is that in the presence of naive traders ex post individually rational mechanisms are not constrained efficient in contrast if the traders must use a given mechanism then the introduction of naive traders has an ambiguous effect on efficiency

real rigidity nominal rigidity and the social value of information does welfare improve when firms are better informed about the state of the economy and can thus better coordinate their production and pricing decisions we address this question in an elementary business cycle model that highlights how the dispersion of information can impede both kinds of decisions and in this sense be the source of both real and nominal rigidity within this context we develop a taxonomy for how the social value of information depends on the two rigidities on the sources of the business cycle and on the conduct of monetary policy jel d21 d82 d83 e32 e52

the behavior of prices and inflation an empirical analysis of disaggregat price data this paper analyzes the effects of inflation on the dispersion of prices as well as other aspects of price behavior using disaggregated data on prices of foodstuffs in israel during 1978 84 we find that the effect of expected inflation on intramarket price variability is stronger than the effect of unexpected inflation we show that even in times of high inflation price quotations are not trivially short and price changes are not synchronized across firms these facts taken together confirm that there is some staggering in the setting of prices we find that the distribution of real prices is far from being uniform as many menu cost based models assume or conclude in fact as inflation increases to very high levels this distribution is not even symmetric when the annual inflation rate reaches 130 percent there are equal chances of finding real prices above or below the market average but upward deviations in the real price are further away from zero than downward ones furthermore as the annu

transparency of information and coordination in economies with investment complementarities how do public and private information affect equilibrium allocations and social welfare in economies with investment complementarities and what is the optimal transparency in the information conveyed for example by economic statistics policy announcements or news in the media we first consider an environment where the complementarities are weak so that the equilibrium is unique no matter the structure of information an increase in the precision of public information may have the perverse effect of increasing aggregate volatility nevertheless as long as there is no value to lotteries welfare unambiguously increases with an increase in either the relative or the absolute precision of public information hence full transparency is optimal this is because more transparency facilitates more effective coordination which is valuable from a social perspective on the other hand when complementarities are strong enough that multiple equilibria are possible more transparency permits the market to coordinate more effectively on either the bad or the good equilibrium in this case constructive ambiguity becomes optimal if there is a high risk that more transparency will lead to coordination failures this abstract was borrowed from another version of this item

reconsidering the relationship between inflation and relative price variability it has long been popularly believed that the relationship between inflation and relative price variability rpv is positive and stable using disaggregated cpi data for the united states and japan however this study finds that the relationship is neither linear nor stable over time the overall relationship is approximately u shaped around a nonzero threshold inflation rate rpv therefore changes not with the inflation rate per se but with the deviation of inflation from the threshold inflation rate more importantly the relationship is by no means stable over time but instead varies significantly in a way that coincides with regime changes of inflation or monetary policy the relationship was positive during the period of high inflation of the 1970s and the early 1980s as has been documented by a number of previous studies whereas it takes a u shape profile during the great moderation the results are robust to the use of core inflation which excludes the traditionally volatile prices of food and energy this paper then presents a modified version of the calvo type sticky price model to describe the observed empirical regularities simulation experiments show that the modified calvo model fits the data well and that the underlying relationship hinges upon the degree of price rigidity which is systematically related to inflation regime for countries and periods with low inflation rates the relationship takes a u shape as price adjustment is more sticky in a high inflation environment when price setting becomes more flexible the u shaped profile vanishes

menu costs and markov inflation a theoretical revision with new evidence abstract we revisit a foundational theoretical paper in the menu cost literature sheshinski and weiss 1983 optimum pricing policy under stochastic inflation review of economic studies 50 3 513 529 one of the few to treat stochastic inflation with persistent deviations from trend in contrast to the original finding we show that optimal pricing in this environment entails using different s s bands in high inflation and low inflation states of the world the low inflation band is strictly contained within the high inflation band this revised solution has very different implications from the original one firms are generally risk loving not risk averse with respect to inflation an increase in the variance of inflation increases price dispersion when inflation is high and decreases price dispersion when inflation is low on an aggregate level this optimal pricing would lead to bunching of prices and non neutrality of money in the setting of caplin and spulber 1987 menu costs and the neutrality of money quarterly journal of economics 102 4 703 725 to test the main finding we construct an establishment level dataset from the months surrounding mexico s tequila crisis in 1995 in the high inflation state price increases are larger and establishments allow their prices to vary more widely around their respective long run mean relative prices cross establishment price dispersion is lower but this result seems due to decreased establishment heterogeneity rather than narrower s s bands overall the evidence suggests that establishments employ wider s s bands in the high inflation state

moral rules the moral sentiments and behavior toward a theory of an optimal moral system how should moral sanctions and moral rewards the moral sentiments involving feelings of guilt and of virtue be employed to govern individuals behavior if the objective is to maximize social welfare in the model that we examine guilt is a disincentive to act and virtue is an incentive because we assume that they are negative and positive sources of utility we also suppose that guilt and virtue are costly to inculcate and are subject to certain constraints on their use we show that the moral sentiments should be used chiefly to control externalities and further that guilt is best to employ when most harmful acts can successfully be deterred whereas virtue is best when only a few individuals can be induced to behave well we also contrast the optimal use of guilt and virtue to optimal pigouvian taxation and discuss extensions of our analysis

inflation relative prices and their skewness the results are presented of an empirical study on the extent of the skewness of price changes across products for nine european countries skewness may arise from product specific shocks or high costs in undertaking price changes leading to irregular though unusually large price changes hypotheses are established as to the nature of such skewness and results provided it is argued that our concern might also be with how skewness changes in response to inflation this is modelled and results are provided which incorporate tests as to the response when inflation is increasing and falling the empirical results are of interest not only in highlighting features of inflation but also for their implications for consumer price indices

learning in an equilibrium search model this paper explores the role of learning in an equilibrium search model with asymmetric information firms with identical but privately observed marginal cost sell a homogeneous good to heterogeneously informed consumers a reservation price equilibrium exists if the uninformed consumers search cost is sufficiently large in this equilibrium the amount of price dispersion is inversely related to the realization of marginal cost also the average price level is less responsive to cost changes than when cost is observable finally uncertainty about firms marginal cost increases the expected price level copyright 1994 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

stabilizing non fundamental asset price movements under discretion and limited information abstract inflation output and interest rate stabilization are all potential central bank objectives we explore whether monetary policy should respond to asset price fluctuations when they are driven by irrational expectational shocks to the future returns to capital in our model an optimistic shock to future returns generates both an increase in equity prices and physical investment the increased investment is inefficient and thus a central bank optimally responds to this expectations shocks this induces a trade off between stabilizing nominal prices and non fundamental asset price movements we compare the optimal policy under different assumptions full versus limited information and commitment versus discretion if the central bank has limited information about whether an asset price movement has a fundamental or non fundamental origin then the central bank responds less aggressively to the non fundamental exuberance shocks than under full information without commitment a central bank responds more aggressively to non fundamental exuberance shocks

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

evidence on the functional relationship between relative price variability and inflation with implications for monetary policy this paper considers the functional relationship between relative price variability rpv and inflation using quarterly personal consumer expenditure data in the us over 1967q1 2003q1 deriving some implications for monetary policy non parametric regression techniques are used to explore the shape of the rpv function and this shape is related to the theory outlined by rotemberg 1982 1983 the empirical rpv function yields a plausible optimal value of inflation in the region of five percentage points which is consistent with this theory and lies within the range of values cited by recent evaluations of sand and grease effects

higher order expectations in asset pricing we examine formally keynes idea that higher order beliefs can drive a wedge between an asset price and its fundamental value based on expected future payoffs we call this the higher order wedge which depends on the difference between higher and first order expectations of future payoffs we analyze the determinants of this wedge and its impact on the equilibrium price in the context of a dynamic noisy rational expectations model we show that the wedge reduces asset price volatility and disconnects the price from the present value of future payoffs the impact of the higher order wedge on the equilibrium price can be quantitatively large

learning from prices public communication and welfare we study the effect of releasing public information about productivity or monetary shocks using a micro founded macroeconomic model in which agents learn from the distribution of nominal prices while a public release has the direct beneficial effect of providing new information it also has the indirect adverse effect of reducing the informational efficiency of the price system we show that the negative indirect effect can dominate thus the public information release may increase uncertainty about the monetary shock and reduce welfare we find that the optimal communication policy is always to release either all or none of the information

real options approach to renewable energy investments in mongolia developing nations are seeking alternative energy for electricity and one attractive alternative is renewable energy this research analyzes changing investment environment for renewable energy with real options approach and explores its potential in developing economies through studying the case of mongolia under coal price uncertainty to evaluate comparative attractiveness of either continuing to use coal based infrastructures or switching to renewable energy we formulate social revenue functions for the two environments assuming that renewable energy has lower external costs and coal prices follow geometric brownian motion gbm or geometric mean reverting gmr processes we find the optimal trigger coal prices for switching technologies with some scenarios in electricity price and externality characterize when renewable energy investments become attractive in contrast to conventional wisdom we identify some situations where the value of having more decision opportunities does not exceed that of a now or never decision for switching technologies and welfare losses are incurred the optimal trigger prices are higher in gbm than in gmr and our result raises the possible risks for waiting to switch energy to avoid welfare losses in mongolia the government should increase electricity prices or switch to renewable energy earlier especially when people pay more for the removal of externalities

on the granger causality between median inflation and price dispersion the granger causal relationship between the size and dispersion of fluctuations in sub components of the us consumer price index cpi is examined using both in sample and out of sample tests and data from january 1968 to december 2008 strong in sample evidence is found for feedback between median inflation and price dispersion the evidence for granger causation from median inflation to price dispersion remains strong in out of sample testing but is less strong for granger causation in the opposite direction the implications of these results for the variety of price level determination models in the literature are discussed

screening when some agents are nonstrategic does a monopoly need to exclude we characterize the optimal screening mechanism for a monopolist facing consumers with privately known demands some of whom have limited abilities to misrepresent their preferences we show that consumers with better abilities to misrepresent information benefit from the presence of consumers who lack such abilities whenever the fraction of the latter group is positive there is no exclusion the firm supplies a positive quantity of the good to all consumers whose valuations exceed marginal cost of production our analysis is motivated by the evidence indicating that some individuals have limited ability to misrepresent themselves and imitate others

inflation price dispersion and market structure abstract in this paper we use a novel data set containing prices from bazaars convenience stores and supermarkets in istanbul to re examine the relationship between price dispersion and inflation although existing evidence is mixed we find positive and significant relationships between dispersion on the one hand and lagged dispersion and unexpected product specific inflation on the other we also find evidence that dispersion is initially decreasing in anticipated aggregate inflation but is eventually increasing finally average price duration and dispersion are lowest in the bazaar this is intuitive since menu and search costs should be minimal in that market structure

inflation and relative price variability new evidence for the united states this article provides new evidence on the empirical relationship between inflation and relative prices in the united states in line with the predictions of recent monetary search models we find that the impact of expected inflation on relative price variability rpv has disappeared during the recent period when inflation expectations have been stabilized on a low level endogenous break point tests are applied to identify the timing and to confirm the significance of the changing role of inflation for rpv the empirical findings are robust with respect to different price indices disaggregation levels and measurement concepts

on the welfare gains of price dispersion can price dispersion be associated with higher levels of welfare to answer we compare two economies that differ only in the way prices are formed in the first sellers post a unique price quantity pair with no price dispersion in the second sellers post a quantity only and let prices be determined ex post by realized demand resulting in price dispersion we show that while agents trade lower quantities when prices are dispersed an intensive margin effect they also trade more often an extensive margin effect at low inflation the extensive margin dominates making agents better off with price dispersion

menu costs and phillips curves this paper develops a model of a monetary economy in which individual firms are subject to idiosyncratic productivity shocks as well as general inflation sellers can change price only by incurring a real menu cost we calibrate this cost and the variance and autocorrelation of the idiosyncratic shock using a new u s data set of individual prices due to klenow and kryvtsov the prediction of the calibrated model for the effects of high inflation on the frequency of price changes accords well with international evidence from various studies the model is also used to conduct numerical experiments on the economy s response to various shocks in none of the simulations we conducted did monetary shocks induce large or persistent real responses

the morphology of price dispersion this paper is a study of the shape and structure of the distribution of prices at which an identical good is sold in a given market and time period we find that the typical price distribution is symmetric and leptokurtic with a standard deviation between 19 and 36 only 10 of the variance of prices is due to variation in the expensiveness of the stores at which a good is sold while the remaining 90 is due in approximately equal parts to differences in the average price of a good across equally expensive stores and to differences in the price of a good across transactions at the same store we show that the distribution of prices that households pay for the same bundle of goods is approximately normal with a standard deviation between 9 and 14 half of this dispersion is due to differences in the expensiveness of the stores where households shop while the other half is mostly due to differences in households choices of which goods to purchase at which stores we find that households with fewer employed members pay lower prices and do so by visiting a larger number of stores rather than by shopping more frequently

price dispersion and inflation evidence from israel the paper considers the question whether observed price differentials reflect perceived differences in quality service agreements or location or whether information imperfections can explain this phenomenon it sets out theoretical arguments linking inflation to reductions in the information stock held by agents and thus to greater price dispersion the hypothesis is tested using monthly price data for 13 uniquely defined goods sold in israel between 1971 and 1984 price dispersion is shown to be positively related to the rate of market price inflation since inflation is an unlikely proxy for changes in perceived characteristics the findings support price dispersion theories based on optimally imperfect decision making

price setting under uncertainty about inflation abstract we analyze the manipulation of inflation statistics that occurred in argentina starting in 2007 to test the relevance of informational frictions in price setting we estimate that the manipulation of statistics was associated with a higher degree of price dispersion this effect is analyzed in the context of a quantitative general equilibrium model in which firms use information about the inflation rate to set prices reporting inaccurate measures of the cpi entails significant welfare losses especially in economies with volatile monetary policy

the value of flexibility preservation remediation or development for ginostra we are concerned with land allocation andinvestment decisions when dealing withpartially degraded areas that might be 1 remediated and returned to a more natural state or 2 irreversibly developed this type ofproblem seems particularly relevant in europewhere the issue of wilderness conservation isof less concern than the remediation oflandscapes which have been altered by previouseconomic activities traditional expectedpresent value analysis will fail to capture thevalue of investments that might be undertakensequentially or when certain investments areirreversible we show how to determine withina discrete time stochastic model the optimaladaptive development strategy and how tocalculate the option value of flexibility thetheoretical model is then applied to ginostra a town on stromboli an island off the southerncoast of italy

inflation targeting and relative price variability what difference does inflation targeting make author affiliation chi young choi cychoi uta eduyoung se kim acknowledgment the authors are grateful to coeditor kent kimbrough and two anonymous referees for constructive comments that helped to improve this article the authors also wish to thank steve cecchetti kang liu shin ichi nishiyama margie tieslau taka tsuruga and the seminar participants at the academia sinica national chung cheng university national sun yat sen university national taiwan university texas tech university and the university of texas at arlington for helpful comments and vikas kakkar for providing cpi data for hong kong any remaining errors are the authors 1 introductionvariability in relative prices is known to be a major channel through which inflation can induce welfare costs by impeding an efficient allocation of resources in the economy consequently substantial effort has been devoted in the literature to examining the link between relative price variability rpv and aggregate inflation although much of the existing theoretical and empirical literature points to a positive monotonic relationship newer contributions suggest that the relationship between inflation and rpv is more complicated particularly in terms of its sensitivity to the inflation regime 1the primary purpose of this study is to investigate whether the connection between inflation and rpv is influenced in an important way by the monetary policy framework chosen by a central bank specifically this article focuses on exploring whether the adoption of an inflation targeting it framework exerts any significant impact on rpv as measured by the standard deviations of sectoral inflation rates relative to the aggregate rate since it was first implemented in new zealand more than two decades ago the popularity of it has spread with some twenty five countries worldwide implementing the framework to date freedman and laxton 2009 the literature is now replete with studies pointing to reductions in both the level and the volatility of inflation in countries that have adopted it e g mishkin and schmidt hebbel 2007 2 while studies of the impact of it on aggregate inflation performance are plentiful little attention has been paid to the impact of it on rpv the question of whether and indeed how it affects rpv is an important one for several reasons first exploring the potential connection between it and rpv is a worthwhile exercise given the popularity of it as a monetary framework and the centrality of rpv to the current generation of macromodels the importance of rpv is recognized in standard new keynesian dynamic stochastic general equilibrium dsge models where the variance of relative prices is viewed as a useful summary statistic as noted by amano ambler and rebei 2007 for example in dsge models the optimal rate of target inflation and the optimal variability of inflation relative to output depend on the quantitative effects of price dispersion on macroeconomic equilibrium second answering the question helps us identify the driving force behind the change in rpv distinguishing between it adoption itself and its subsequent impact on inflation if the relationship is monotonically positive as is often believed in the literature one should expect that it adoption would bring about a decline in rpv in the same way as it has led to a decline in inflation if the relationship is more complex however the effect of it adoption on reducing rpv may hinge on the change in inflation regimes after it adoption third our answer to the question also sheds additional light on the empirical evidence for the relative effectiveness of it across different stages of development while there is strong evidence that developing countries benefit more from it than industrial countries in combating inflation and its volatility e g petursson 2004 lin and ye 2009 we are aware of no empirical research that has assessed this issue with respect to rpv

applications of option pricing theory twenty five years later nobel lecture to the memory of alfred nobel december 9 1997 this abstract was borrowed from another version of this item

distributional implications of joint tax evasion both buyers and sellers of goods and services may benefit from letting their economic transactions go unrecorded for tax purposes the supplier reduces his tax burden by underreporting income and sales whereas the consumer may gain from buying a non taxed lower priced product the distributional implications of such joint tax evasion depend on the amounts evaded on where the evaders on both sides of the market are found in the income distribution and on how the financial gain is split our empirical investigations show that the tax evasion controlled estimate of income inequality in norway exhibits more income dispersion than official estimates

sectoral variability and the foundations of optimal inflation rate abstractthe recent monetary search models argue that the real effects of inflation on economic activity can be gauged through relative price variability rpv our study uses a large panel data of

morality in the market abstract being honest can be a competitive disadvantage in markets with the opportunity to violate laws and regulations producers who are willing to cheat may crowd out more efficient producers who are honest and buyers who are willing to cheat may crowd out honest buyers with higher willingness to pay this mechanism makes morality honesty a bad substitute for sanctions in markets honesty reduces cheating but the output may be less efficiently produced and less efficiently allocated among buyers i also show that the effect of honesty depends crucially on the fraction of honest traders among both buyers and sellers while it does not matter whether a buyer or a seller pays the sanction it does matter who is honest

inflation price dispersion and market integration through the lens of a monetary search model monetary search theory implies that the real effects of inflation via its impact on price dispersion depend on the level of search costs and thus on the level of market integration for less integrated markets the inflation price dispersion nexus is predicted to be asymmetrically v shaped which results in an optimal inflation rate above zero for highly integrated markets with low search costs however the impact of inflation on price dispersion should only be small using price data of the european union member states this paper is the first that tests and confirms these predictions of monetary search theory

from hyperination to stable prices argentina s evidence on menu cost models we review and extend several comparative statics results of xed menu cost models of price setting rms facing real idiosyncratic shocks such as the type studied by golosov and lucas 2007 as well as by many others these results are confronted with their empirical counterparts using the micro data underlying argentina s consumer price index for a time period where ination rates vary from almost 5000 per year

what can survey forecasts tell us about information rigidities a lot we derive common and conflicting predictions from models in which agents face information constraints and then assess their validity using surveys of consumers firms central bankers and professional forecasters we document that mean forecasts fail to completely adjust on impact to shocks leading to statistically and economically significant deviations from the null of full information the dynamics of forecast errors after shocks are consistent with the predictions of models with information rigidities the conditional responses of forecast errors and disagreement among agents can also be used to differentiate between some of the most prominent models of information rigidities

measuring lying aversion abstract we introduce a new method for measuring the decision to lie in experiments in the game the decision to lie increases own payment independent of the counterpart s decision but potentially at a cost for the counterpart we identify at the individual level the decision to lie and measure how individuals react to different incentives to lie furthermore we investigate how lying behavior changes over time our method allows us to classify people into types including those who never lie those who always lie and those who react to incentives to lie we suggest this method as a useful instrument for examining factors that influence the decision to lie

should central banks respond to movements in asset prices in recent decades asset booms and busts have been important factors in macroeconomic fluctuations in both industrial and developing countries in light of this experience how if at all should central bankers respond to asset price volatility we have addressed this issue in previous work bernanke and gertler 1999 the context of our earlier study was the relatively new but increasingly popular monetary policy framework known as inflation targeting see e g bernanke and frederic mishkin 1997 in an inflation targeting framework publicly announced medium term inflation targets provide a nominal anchor for monetary policy while allowing the central bank some flexibility to help stabilize the real economy in the short run the inflation targeting approach gives a specific answer to the question of how central bankers should respond to asset prices changes in asset prices should affect monetary policy only to the extent that they affect the central bank s forecast of inflation to a first approximation once the predictive content of asset prices for inflation has been accounted for there should be no additional response of monetary policy to assetprice fluctuations in use now for about a decade inflationtargeting has generally performed well in practice however so far this approach has not often been stress tested by large swings in asset prices our earlier research employed simulations of a small calibrated macroeconomic model to examine how an inflation targeting policy defined as one in which the central bank s instrument interest rate responds primarily to changes in expected inflation might fare in the face of a boom and bust cycle in asset prices we found that an aggressive inflationtargeting policy rule in our simulations one in which the coefficient relating the instrument interest rate to expected inflation is 2 0 substantially stabilizes both output and inflation in scenarios in which a bubble in stock prices develops and then collapses as well as in scenarios in which technology shocks drive stock prices intuitively inflation targeting central banks automatically accommodate productivity gains that lift stock prices while offsetting purely speculative increases or decreases in stock values whose primary effects are through aggregate demand conditional on a strong policy response to expected inflation we found little if any additional gains from allowing an independent response of central bank policy to the level of asset prices in our view there are good reasons outside of our formal model to worry about attempts by central banks to influence asset prices including the fact that as history has shown the effects of such attempts on market psychology are dangerously unpredictable hence we concluded that inflationtargeting central banks need not respond to asset prices except insofar as they affect the inflation forecast in the spirit of recent work on robust control the exercises in our earlier paper analyzed the performance of policy rules in worst case discussants robert shiller yale university glenn rudebusch federal reserve bank of san francisco kenneth rogoff harvard university

frictional goods markets theory and applications we analyse dynamic general equilibrium models with more or less directed search by informed buyers and random search by uninformed buyers this nests existing specifications and generates new insights a quantitative application concerns the welfare cost of inflation which is known to be quite high with pure random search and low with pure directed search our calibration implies the impact of inflation is fairly low in part because in addition to the usual costs it provides benefits by more heavily taxing high price sellers that inefficiently profit from exploiting the uninformed other applications analyse analytically and numerically changes in credit conditions and information

incomplete information higher order beliefs and price inertia the question that motivates this paper is how incomplete information impacts the response of prices to nominal shocks our baseline model is a variant of the calvo model in which firms observe the underlying nominal shocks with noise in this model the response of prices is pinned down by three parameters the precision of available information about the nominal shock the frequency of price adjustment and the degree of strategic complementarity in pricing decisions this result synthesizes the broader lessons of the pertinent literature however this synthesis provides only a partial view of the role of incomplete information once one allows for more general information structures than those used in previous work one cannot quantify the degree of price inertia without data on the dynamics of higher order beliefs or of the agents forecasts of inflation we highlight this with three extensions of our baseline model all of which break the tight connection between the precision of information and higher order beliefs featured in previous work

unwilling or unable to cheat evidence from a tax audit experiment in denmark this paper analyzes a tax enforcement field experiment in denmark in the base year a stratified and representative sample of over 40 000 individual income tax filers was selected for the experiment half of the tax filers were randomly selected to be thoroughly audited while the rest were deliberately not audited the following year threat of audit letters were randomly assigned and sent to tax filers in both groups we present three main empirical findings first using baseline audit data we find that the tax evasion rate is close to zero for income subject to third party reporting but substantial for self reported income since most income is subject to third party reporting the overall evasion rate is modest second using quasi experimental variation created by large kinks in the income tax schedule we find that marginal tax rates have a positive impact on tax evasion for self reported income but that this effect is small in comparison to legal avoidance and behavioral responses third using the randomization of enforcement we find that prior audits and threat of audit letters have significant effects on self reported income but no effect on third party reported income all these empirical results can be explained by extending the standard model of rational tax evasion to allow for the key distinction between self reported and third party reported income

information and the concept of option value this paper examines the arrow fisher henry concept of option value and analyzes its properties including its relationship to the value of information and the effects of increasing uncertainty about the future consequences of irreversible development it is shown that this option value is distinct from but bounded by the value of information in the overall decision problem also it is distinct from a concept of option value that appears in b s bernanke quart j econom 98 85 106 1983 however when there is a continuum of development levels rather than a binary choice between full development and no development some of these conclusions need to be modified

contingent prices and money price posting with directed search is a widely used trading mechanism coles and eeckhout showed that if sellers are allowed to post prices contingent on realized demand instead of one price then there is real market indeterminacy in this article we fit this contingent price posting protocol into a monetary economy we show that as long as holding money is costly there exists a unique equilibrium rather than a continuum in this equilibrium sellers post a low price for when the buyer is alone a high price for when several buyers show up and buyers randomize between sellers and money holdings

on the optimal monetary policy response to noisy indicators abstract we describe a behavior of a central bank when its measures of current inflation and output are subject to measurement errors in a framework of optimizing models with nominal price stickiness in our model a central bank sets the interest rate equal to its current estimate of the so called wicksellian natural rate of interest this is shown to imply that the interest rate responds to the central bank s estimates of both current inflation and output gap as advocated by taylor 1993 it is also shown that the noise contained in the indicators justifies a degree of policy cautiousness a reduced form representation of optimal policy should exhibit interest rate smoothing which is often found in the empirical literature on monetary policy reaction functions

is there any asymmetry in the effect of inflation on relative price variability abstract it is widely perceived that relative prices are more dispersed in periods of price decreases than in periods of price increases we show that the asymmetry results from misspecifying the true u shaped underlying model with a piecewise linear regression model

price dispersion inflation and welfare we examine the implications of inflation for both price dispersion and welfare in a monetary search economy in our economy if the degree of buyers incomplete information about prices is fixed both price dispersion and real prices are increasing in inflation as the inflation rate approaches the friedman rule both price dispersion and welfare losses vanish if households choose the number of prices to observe then the optimal inflation rate may exceed the friedman rule as inflation induces search and up to a point raises welfare by eroding market power

measuring cpi s reliability the stochastic approach to index numbers revisited the reliability measurement of the consumer price index cpi has recently drawn much attention as the index number has been criticized for its inaccuracy in accessing the degree of inflation this article centers on providing a new regression specification that can help better gauge the cpi s reliability more specifically based on the stochastic approach to index numbers we argue that the conventional treatment of the systematic changes in relative prices should be made time variant we therefore propose a more comprehensive regression specification by including additional dummies that represent different general inflation rate levels and business cycle phases under this framework we are more capable of avoiding possible misspecifications in the regression equation as was experienced by clements and izan 1987 it also allows us to better answer the keynes critic regarding the stochastic approach to index numbers the empirical results of australia and the us are used to validate the merit of

optimal price setting with observation and menu costs we study the price setting problem of a firm in the presence of both observation and menu costs in this problem the firm optimally decides when to collect costly information on the adequacy of its price an activity which we refer to as a price review upon each review the firm chooses whether to adjust its price subject to a menu cost and when to conduct the next price review this behavior is consistent with recent survey evidence documenting that firms revise prices infrequently and that only a few price revisions yield a price adjustment the goal of the paper is to study how the firm s choices map into several observable statistics depending on the level and relative magnitude of the observation vs the menu cost the observable statistics are the frequency of price reviews the frequency of price adjustments the size distribution of price adjustments and the shape of the hazard rate of price adjustments we provide an analytical characterization of the firm s decisions and a mapping from the structural parameters to the observable statistics we compare these statistics with the ones obtained for the models with only one type of cost the predictions of the model can with suitable data be used to quantify the importance of the menu cost vs the information cost we also consider a version of the model where several price adjustment are allowed between observations a form of price plans or indexation we find that no indexation is optimal for small inflation rates

monetary policy and the information content of prices rational expectations and cleared markets lead to the proposition that feedback monetary policy is irrelevant to real activity as in the analyses of sargent and wallace however if agents are differentially informed and have access to a common price then prospective monetary policy actions future feedback to imperfectly known current circumstances can alter real activity by changing the information content of prices

efficient use of information and social value of information this paper analyzes equilibrium and welfare for a tractable class of economies games that have externalities strategic complementarity or substitutability and heterogeneous information first we characterize the equilibrium use of information complementarity heightens the sensitivity of equilibrium actions to public information raising aggregate volatility whereas substitutability heightens the sensitivity to private information raising cross sectional dispersion next we define and characterize an efficiency benchmark designed to address whether the equilibrium use of information is optimal from a social perspective the efficient use of information reflects the social value of aligning choices across agents finally we examine the comparative statics of equilibrium welfare with respect to the information structure the social value of information is best understood by classifying economies according to the inefficiency if any in the equilibrium use of information we conclude with a few applications including production externalities beauty contests business cycles and large cournot and bertrand games

setting the right prices for the wrong reasons we consider a model of nominal price adjustment with firm specific and aggregate shocks to economic fundamentals and incomplete dispersed information firms update their expectations about fundamentals based on their own cash flows revenues and wages we show that in a model with realistic levels of product level price dispersion the firms inference about aggregate shocks is very gradual yet in the aggregate prices adjust rapidly in response to aggregate nominal shocks when an aggregate shock occurs firms mistakenly attribute it to firm specific shocks but adjust prices nevertheless since the exact nature of the shock matters little for its optimal pricing decision

relative price and inflation variability in a simple consumer search model there is a large empirical literature on the effect of aggregate inflation on both price level dispersion relative price variability rpv and inflation rate dispersion relative inflation variability riv across goods or locations early empirical work of riv has an explicit theoretical foundation in signal extraction models however recent empirical work on rpv has produced results inconsistent with signal extraction models in particular while riv is increasing in the absolute value of inflation shocks rpv is a negative monotonic function of inflation shocks we show that consumer search theory offers a potential explanation for these apparently contradictory observations

a theory of demand shocks this paper presents a model of business cycles driven by shocks to consumer expectations regarding aggregate productivity agents are hit by heterogeneous productivity shocks they observe their own productivity and a noisy public signal regarding aggregate productivity the public signal gives rise to noise shocks which have the features of aggregate demand shocks they increase output employment and inflation in the short run and have no effects in the long run numerical examples suggest that the model can generate sizable equilibrium dsge models of the business cycle include a large number of shocks to technol ogy monetary policy preferences etc but typically do not include expectational shocks as independent drivers of short run fluctuations 1 this paper explores the idea of expectation driven cycles looking at a model where technology determines equilibrium output in the long run and consumers receive noisy signals about technology in the short run the presence of noisy signals produces expectational errors this paper studies the role of these expectational errors in gener ating volatility at business cycle frequencies the model is based on two ingredients first consumers take time to recognize permanent changes in aggregate fundamentals although they may have good information on the current state of the individual firm or sector where they operate they have only limited information regarding the long run determinants of aggregate activity second consumers have access to public information that is relevant to estimate long run productivity this includes news about technological innovations publicly released macroeconomic and sectoral statistics financial market prices and public statements by policy makers however these signals provide only a noisy forecast of the long run effects of technological innovations this opens the door to noise shocks which induce consumers to temporarily overestimate or underestimate the productive capacity of the economy

the rigidity of prices this paper uses evidence on individual transaction prices to analyze price behavior the evidence shows that for many transactions pricesremain rigid for periods exceeding one year the rigidity of price ispositively correlated with industry concentration for several productsthe correlation of price changes across buyers is low the paper alsoinvestigates the relationship between price rigidity price change andthe length of time a buyer and seller have been doing business together the author interprets the evidence as emphasizing the importance of nonprice rationing and the inadequacy of models in whichprice movements alone clear markets copyright 1986 by american economic association

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

optimum pricing policy under stochastic inflation we describe aggregate inflation as a stochastic process in which the rate of change of the price level can be positive or zero where the times spent in each state are of random duration this class of processes includes two state markov chains and renewal processes as special cases it is shown that the optimal pricing policy of a monopolistic firm with non convex costs of price adjustment is s s in its real price i e its nominal price relative to the price level a basic certainty equivalence result is proved i e the firm behaves as if it faces a certain and fixed rate of inflation higher than the actual expected rate the difference between the two rates being a risk premium which depends on the real interest rate and the parameters of the stochastic process one can thus apply previous results from the case of certainty sheshinski and weiss review of economic studies 1977 to obtain comparative static results in particular one finds that an increase in the variance of expected inflation leads firms to choose a pricing policy with larger amplitude in real price the paper also addresses the question of consistency in firms expectations when the price level is determined by the firms actions in this paper we consider pricing policies of individual firms in an inflationary environment each firm expects the general price level to increase and must determine the rate of increase of its own price it is assumed that the firm incurs an adjustment cost when it changes its nominal price consequently firms choose to change prices occasionally rather than continuously

sticky prices and costly credit we develop a theory of money and credit as competing payment instruments then put it to work in applications agents use cash and credit because the former latter is subject to the inflation tax transaction costs frictions that make the choice of payment method interesting also imply equilibrium price dispersion we derive closed form solutions for money demand and show how to simultaneously account for the price change facts cash credit shares in micro data and money interest correlations in macro data the effects of inflation on welfare price dispersion and markups are discussed as are nonstationary equilibria with dynamics in the price distribution

the elusive costs of inflation price dispersion during the u s great inflation a key policy question is how high an inflation rate should central banks target this depends crucially on the costs of inflation an important concern is that high inflation will lead to inefficient price dispersion workhorse new keynesian models imply that this cost of inflation is very large an increase in steady state inflation from 0 to 10 yields a welfare loss that is an order of magnitude greater than the welfare loss from business cycle fluctuations in output in these models we assess this prediction empirically using a new data set on price behavior during the great inflation of the late 1970s and early 1980s in the united states if price dispersion increases rapidly with inflation we should see the absolute size of price changes increasing with inflation price changes should become larger as prices drift further from their optimal level at higher inflation rates we find no evidence that the absolute size of price changes rose during the great inflation this suggests that the standard new keynesian analysis of the welfare costs of inflation is wrong and its implications for the optimal inflation rate need to be reassessed we also find that nonsale prices have not become more flexible over the past 40 years

the effects of general inflation and idiosyncratic cost shocks on within commodity price dispersion evidence from microdata this study investigates the dispersion of price levels within highly disaggregated markets by examining plant level product records from the u s census of manufactures the paper estimates the effects of inflation on price dispersion through cross sectional variation in the drift rate of average input costs within a market arguing that in several models that relate inflation to price dispersion the effects of cost increases on dispersion is similar to the effects of general inflation we also disentangle the effects of aggregate and idiosyncratic shocks on price dispersion in general we find that the higher the drift rate of input costs of a given commodity the larger the amount of price dispersion the standard deviation of idiosyncratic shocks also is positively correlated with the degree of price dispersion

welfare costs of inflation in a menu cost model recent years have seen substantial prog ress in our understanding of pricing decisions at the micro level access to large scale data sources on prices of individual products has given us rich information on how frequently prices change by what magnitude and how the aggregation of price changes in individual firms maps into aggregate inflation see among many others mark bils and peter j klenow 2005 these facts about price movements are a key input in recent quantitative models of the aggre gate effects of nominal rigidities e g mikhail golosov and robert e lucas 2007 in this paper we use both the new facts and the new quantitative models to revisit an old question namely that of quantifying the welfare benefits of low inflation our model includes two

implications of rational inattention abstract a constraint that actions can depend on observations only through a communication channel with finite shannon capacity is shown to be able to play a role very similar to that of a signal extraction problem or an adjustment cost in standard control problems the resulting theory looks enough like familiar dynamic rational expectations theories to suggest that it might be useful and practical while the implications for policy are different enough to be interesting

optimal monetary policy with uncertain fundamentals and dispersed information this paper studies optimal monetary policy in a model where aggregate fluctuations are driven by the private sector s uncertainty about the economy s fundamentals information on aggregate productivity is dispersed across agents and there are two aggregate shocks a standard productivity shock and a noise shock affecting public beliefs about aggregate productivity neither the central bank nor individual agents can distinguish the two shocks when they are realized despite the lack of superior information monetary policy can affect the economy s relative response to the two shocks as time passes better information on past fundamentals becomes available the central bank can then adopt a backward looking policy rule based on more precise information about past shocks by announcing its response to future information the central bank can influence the expected real interest rate faced by forward looking consumers with different beliefs and thus affect the equilibrium allocation if the announced future response is sufficiently aggressive the central bank can completely eliminate the effect of noise shocks however this policy is typically suboptimal as it leads to an excessively compressed distribution of relative prices the optimal monetary policy balances the benefits of aggregate stabilization with the costs in terms of cross sectional efficiency copyright wiley blackwell

price dispersion and inflation new facts and theoretical implications abstract in workhorse macroeconomic models price dispersion is a central determinant of welfare the cost of business cycles optimal inflation and the tradeoff between inflation and output stability while price dispersion increases with inflation in the models this relationship is negative in the data due to sales prices the comovement of price dispersion and inflation for regular prices is positive a model with sales can quantitatively match the comovement in the data whereas a range of similar models without sales cannot even for regular prices these findings have important implications for welfare calculations optimal inflation and the effects of monetary shocks

inflation dynamics and time varying volatility new evidence and an ss interpretation is monetary policy less effective at increasing real output during periods of high volatility than during normal times in this article i argue that greater volatility leads to an increase in aggregate price flexibility so that nominal stimulus mostly generates inflation rather than output growth to do this i construct price setting models with volatility shocks and show these models match new facts in cpi micro data that standard price setting models miss i then show that these models imply that output responds less to nominal stimulus during times of high volatility furthermore because volatility is countercyclical this implies that nominal stimulus has smaller real effects during downturns for example the estimated output response to additional nominal stimulus in september 1995 a time of low volatility is 55 larger than the response in october 2001 a time of high volatility jel codes e10 e30 e31 e50 d8 copyright 2014 oxford university press