optimal inattention to the stock market with information costs and transactions costs recurrent intervals of inattention to the stock market are optimal if consumers incur a utility cost to observe asset values when consumers observe the value of their wealth they decide whether to transfer funds between a transactions account from which consumption must be financed and an investment portfolio of equity and riskless bonds transfers of funds are subject to a transactions cost that reduces wealth and consists of two components one is proportional to the amount of assets transferred and the other is a fixed resource cost because it is costly to transfer funds the consumer may choose not to transfer any funds on a particular observation date in general the optimal adjustment rule including the size and direction of transfers and the time of the next observation is state dependent surprisingly unless the fixed resource cost of transferring funds is large the consumer s optimal behavior eventually evolves to a situation with a purely time dependent rule with a constant interval of time between observations this interval of time can be substantial even for tiny observation costs when this situation is attained the standard consumption euler equation holds between observation dates if the consumer is sufficiently risk averse

discrete actions in information constrained decision problems individuals are constantly processing external information and translating it into actions this draws on limited resources of attention and requires economizing on attention devoted to signals related to economic behaviour a natural measure of such costs is based on shannon s channel capacity modelling economic agents as constrained by shannon capacity as they process freely available information turns out to imply that discretely distributed actions and thus actions that persist across repetitions of the same decision problem are very likely to emerge in settings that without information costs would imply continuously distributed behaviour we show how these results apply to the behaviour of an investor choosing portfolio allocations as well as to some mathematically simpler tracking problems that illustrate the mechanism trying to use costs of adjustment to explain stickiness of actions when interpreting the behaviour in our economic examples would lead to mistaken conclusions

the portfolio of euro area fund investors and ecb monetary policy announcements abstract this paper studies the impact of major ecb monetary policy announcements on the portfolio allocation of euro area fund investors using daily data between 2012 and mid 2016 a period that includes a variety of unconventional measures we distinguish between active portfolio reallocation driven by redemptions or injections of investors and passive portfolio rebalancing triggered by valuation effects related to changes in asset prices and exchange rates we find that for this class of fund investors policy announcements work mainly through valuation effects the signalling channel rather than via active reallocation the portfolio balance channel notably since the autumn of 2014 monetary policy shocks triggered large asset price and exchange rate effects and prompted a passive shift of euro area investors into riskier assets in particular european and emerging market equity funds and out of bond funds

financial innovation and the transactions demand for cash we document cash management patterns for households that are at odds with the predictions of deterministic inventory models that abstract from precautionary motives we extend the baumol tobin cash inventory model to a dynamic environment that allows for the possibility of withdrawing cash at random times at a low cost this modification introduces a precautionary motive for holding cash and naturally captures developments in withdrawal technology such as the increasing diffusion of bank branches and atm terminals we characterize the solution of the model which qualitatively reproduces several empirical patterns we estimate the structural parameters using micro data and show that quantitatively the model captures important economic patterns the estimates are used to quantify the expenditure and interest rate elasticity of money demand the impact of financial innovation on money demand the welfare cost of inflation and the benefit of atm ownership

deprival value based accounting rates of return under uncertainty a note kay and mayer i986 km and edwards et al i987 ekm show that under specified assumptions a proposed investment project will have an expected deprival value based accounting rate of return arr greater than the project s cost of capital if and only if the project has a positive net present value npv the analysis of km and ekm was conducted under assumptions which effectively imply that all future cash flows can be predicted with certainty the purpose of this note is to examine the applicability of the ekm approach under more general conditions involving uncertainty the analysis shows that deprival value based accounting rates of return properly calculated using certainty equivalents provide a logically complete basis for simple accept reject investment decisions involving abandonment and deferment options

the demand for money financial innovation and the welfare cost of inflation an analysis with household data we use microeconomic data on households to estimate the parameters of the demand for currency derived from a generalized baumol tobin model our data set contains information on average currency deposits and other interest bearing assets the number of trips to the bank the size of withdrawals and ownership and use of atm cards we model the demand for currency accounting for adoption of new transaction technologies and the decision to hold interest bearing assets the interest rate and expenditure flow elasticities of the demand for currency are close to the theoretical values implied by standard inventory models however we find significant differences between individuals with an atm card and those without the estimates of the demand for currency allow us to calculate a measure of the welfare cost of inflation analogous to bailey s triangle but based on a rigorous microeconometric framework the welfare cost of inflation varies considerably within the population but never turns out to be very lar

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

the demand of liquid assets with uncertain lumpy expenditures abstract we consider an inventory model for a liquid asset where the per period net expenditures have two components one that is frequent and small and another that is infrequent and large we give a theoretical characterization of the optimal management of liquid asset as well as of the implied observable statistics we use our characterization to interpret some aspects of households currency management in austria as well as the management of demand deposits by a large sample of italian investors

optimal inattention to the stock market inattentive agents update their information sporadically and thus respond belatedly to news we generate optimally inattentive behavior by assuming that to observe the value of his investment portfolio the consumer must pay a cost that is proportional to the portfolio s contempo raneous value it is optimal for the consumer to check his investment portfolio at equally spaced points in time consuming from a riskless trans actions account in the interim the riskless transactions account that finances consump tion guarantees that funds are never unwittingly exhausted we show that the optimal interval of time between consecutive observations of the value of the portfolio is the unique positive solution to a nonlinear equation quantitatively even a small observation cost one basis point of wealth implies a substantial eight month decision interval under conventional parameter values

monetary shocks in models with observation and menu costs we study economies where price stickiness arises due to the simultaneous presence of both menu and information costs we identify the relative importance of these costs using firm s survey data and analyze the response of prices and output following a permanent unexpected monetary shock for a given frequency of price adjustment we find that the information friction significantly amplifies the real effect of the shock when the shock is small or when it is not known by firms instead when the shock is large and known to firms the flexibility of prices increases and the real effects gradually vanish

equilibrium pricing and trading volume under preference uncertainty information collection processing and dissemination financial institutions is challenging this can delay the observation by traders of the exact capital charges and constraints of their institution during this delay traders face preference uncertainty in this context we study optimal trading strategies and equilibrium prices in a continuous centralized market we focus on liquidity shocks during which preference uncertainty is likely to matter most preference uncertainty generates allocative ineficiency but need not reduce prices traders progressively learning about the preferences of their institution conduct round trip trades which generate excess volume relative to the frictionless market in a cross section of liquidity shocks the initial price drop is positively correlated with total trading volume across traders the number of round trips is negatively correlated with trading profits and average inventory

transactions costs and portfolio choice in a discrete continuous time setting abstract this paper makes the following observation concerning a new formulation of the consumption and portfolio choice model of merton 1971 with transaction costs suppose an investor observes his or her current wealth only when making a transaction that transactions are costly and that decisions to transact can be made at any time based on all current information if at each transaction the agent is charged a fixed fraction of current portfolio value an optimal policy exists and the optimal interval of time between transactions is fixed independent of time and current wealth

on the taxation of durable goods this paper proposes a mirrleesian theory of commodity taxation in the presence of durable goods nondurable goods should be taxed uniformly provided that the preferences over nondurable consumption are weakly separable from labor effort a uniform taxation across all goods is optimal if the utility from durable consumption is linear and the preferences are additively separable between durable goods nondurable goods and labor effort if those conditions are not met wealth effects and substitution effects justify the use of differential commodity taxes to characterize the sign of the tax differential the paper exploits a substitution euler equation that links the marginal rate of substitution between durable and nondurable consumption across time finally an application of this theory suggests that housing investment should face higher tax rates than nondurable consumption

a news utility theory for inattention and delegation in portfolio choice recent evidence suggests that investors are inattentive to their portfolios and hire expensive portfolio managers this paper develops a life cycle portfolio choice model in which the investor experiences loss averse utility over news and can ignore his portfolio in such a model the investor prefers to ignore and not rebalance his portfolio most of the time because he dislikes bad news more than he likes good news such that expected news causes a first order decrease in utility consequently the investor has a first order willingness to pay a portfolio manager who rebalances actively on his behalf moreover the investor can diversify over time and his consumption aligns with predictions of mental accounting i structurally estimate the preference parameters by matching stock shares and stock market non participation over the life cycle my parameter estimates are in line with the literature generate reasonable intervals of inattention and simultaneously explain consumption and wealth accumulation over the life cycle here it matters that news utility preserves first order risk aversion even in the presence of stochastic labor income which also causes stock shares to rise in wealth

risk preference and the work leisure trade off the paper investigates the interrelationships between the wage rate period of employment work leisure choice and the attitude toward risk the model makes risk preference endogenous given external forces acting on individual choice beginning with assumptions normally considered consistent with risk aversion namely concave utility with respect to leisure and wealth along with perfect markets rational behavior consistent with the insurance buying gambler is shown to be a reasonable possibility the theory also provides an explanation for the repeating gambler paradox

the liquid hand to mouth evidence from personal finance management software we use a very accurate panel of all individual spending income balances and credit limits from a personal finance software to document spending responses to the arrival of both regular and irregular income these payday responses are robust and homogeneous for all income and spending categories throughout the income distribution moreover we find that few people hold little or no liquidity we then analyze whether people hold liquidity cushions to cope with future liquidity constraints however we find that peoples responses are consistent with standard models without illiquid savings in which neither present nor future liquidity constraints are frequently binding received may 31 2016 editorial decision september 30 2017 by editor itay goldstein

small cues change savings choices we present evidence from randomized field experiments that 401 k savings choices are significantly affected by one to two sentence anchoring goal setting or savings threshold cues embedded in emails sent to employees about their 401 k plan even though these cues contain little to no marginal information cues that make high savings rates salient increased 401 k contribution rates by up to 2 9 of income in a pay period and cues that make low savings rates salient decreased 401 k contribution rates by up to 1 4 of income in a pay period cue effects persist between two months and a year after the email

durable consumption and asset management with transaction and observation costs this paper provides a contribution to the recent growing literature on rational inattention we start by testing the implications of recent rational inattention models of asset management liquidity holdings and savings using two novel datasets some predictions of these models are at odds with the data which motivates us to introduce a new model that shifts the focus from non durable to durable consumption and features both information and adjustment costs the focus on non durable consumption which departs from the previous literature is key to improve the fit of the model the investor s behavior in our setup combines elements of what the literature refers to as state dependent and time dependent adjustments the model allows us to quantify the information and transactions costs that are consistent with observed patterns of information review and asset trades a calibration of the model shows that very small information costs are sufficient to reproduce the relatively high frequency of observation that is found in the data we test a novel prediction of the model on the relationship between assets trades and durable goods trades and find it aligned with the data

life cycle portfolio choice with liquid and illiquid financial assets abstract traditionally quantitative models that have studied households portfolio choices have focused exclusively on the different risk properties of alternative financial assets we introduce differences in liquidity across assets in the standard life cycle model of portfolio choice more precisely in our model stocks are subject to transaction costs as considered in recent macroliterature we show that when these costs are calibrated to match the observed infrequency of households trading the model is able to generate patterns of portfolio stock allocation over age and wealth that are constant or moderately increasing thus more in line with the existing empirical evidence

moving costs nondurable consumption and portfolio choice the substantial adjustment cost for housing affects nondurable consumption and portfolio allocations as well as the frequency of housing transactions a simple theoretical model roughly calibrated is used to assess the quantitative impact of adjustment costs on those decisions the impact on portfolios is found to be significant suggesting that housing wealth should be useful in empirical studies of portfolio choice the welfare loss from the transaction cost is also substantial the effect on nondurable consumption is small however so adjustment costs can explain only a small part of the equity premium puzzle

investment dynamics with information costs investment in physical capital at the micro level is infrequent and large or lumpy the most common explanation for this is that firms face non convex physical adjustment costs the model developed in this paper shows that information costs make investment lumpy at the micro level even in the absence of non convex adjustment costs when collecting and processing information is costly the firm optimally chooses to do it sporadically and to be inactive most of the time this behavior results in infrequent and possibly large capital adjustments the model fits plant level investment rate moments well and it also matches some higher order moments of aggregate investment rates keywords investment dynamics information costs inattentiveness lumpy investment jel classification d21 d83 d92 e22

the risk premium and long run global imbalances this study proposes that heterogeneous household portfolio choices within a country and across countries offer an explanation for global imbalances we construct a stochastic growth multi country model in which heterogeneous agents face the following restrictions on asset trade first the degree of us equity market participation is higher than that of the rest of the world second a fraction of households in each country maintains a fixed share of equity in its portfolios in our calibrated model which matches the us net foreign asset position and the equity premium the average us household loads up more aggregate risk than the average foreign household by investing in risky assets abroad and issuing risk free assets as a result the us is compensated by a high risk premium and runs trade deficits even as a debtor country the long run average trade deficit in our model accounts for 50 of the observed us trade deficit

risk aversion wealth and background risk we use household survey data to construct a direct measure of absolute risk aversion based on the maximum price a consumer is willing to pay for a risky security we relate this measure to consumer s endowments and attributes and to measures of background risk and liquidity constraints we find that risk aversion is a decreasing function of the endowment thus rejecting cara preferences we estimate the elasticity of risk aversion to consumption at about 0 7 below the unitary value predicted by crra utility we also find that households attributes are of little help in predicting their degree of risk aversion which is characterized by massive unexplained heterogeneity we show that the consumer s environment affects risk aversion individuals who are more likely to face income uncertainty or to become liquidity constrained exhibit a higher degree of absolute risk aversion consistent with recent theories of attitudes toward risk in the presence of uninsurable risks jel d1 d8

heterogeneous consumers segmented asset markets and the real effects of monetary policy this paper proposes a novel mechanism by which changes in the distribution of money holdings have real effects specifically i develop a flexible price model of segmented asset markets that generates real aggregate effects of monetary policy through the dependence of optimal markups on the heterogeneity of money holdings because varieties of consumption bundles are purchased sequentially newly injected money disseminates slowly throughout the economy via second round effects the model predicts a short term inflation output trade off a liquidity effect countercyclical markups and procyclical wages after monetary shocks among other correlations of financial variables it also reproduces the empirical negative relationship between changes in the money supply and markups

houses as atms mortgage refinancing and macroeconomic uncertainty we estimate a structural model of household liquidity management in the presence of long term mortgages households face counter cyclical idiosyncratic labor income uncertainty and borrowing constraints which aect optimal choices of leverage precautionary saving in liquid assets and illiquid home equity debt repayment mortgage renancing and default taking the observed historical path of house prices aggregate

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

on the application of accounting rates of return the article presents a study on the application of some accounting concepts and functions in economic analysis according to the author his analysis will provide a basis on which accountants can discriminate between the alternative rules and standards available to them by reference to their relevance to the information required by investors or regulators the author states that current cost accounts should be used with care the appropriate method for economic interpretation of rates of return on capital deals with the application of the balance sheet conventions of current cost accounting

small menu costs and large business cycles a macroeconomic model of monopoly i introduction the conflict between modern neoclassical and traditional keynesian theories of the business cycle centers upon the pricing mechanism in neoclassical models prices are fully flexible they represent the continuous optimization of economic agents and the continuous intersection of supply and demand in keynesian models prices are often assumed to be sticky they do not necessarily equilibrate all markets at all times one of the reasons for the resurgence of the equilibrium approach to macroeconomics has been the absence of a theoretical underpinning for this keynesian price stickiness this note shows that sticky prices can be both privately efficient and socially inefficient the business cycle results from the suboptimal adjustment of prices in response to a demand shock to the extent that policy can stabilize aggregate demand it can mitigate the social loss due to this suboptimal adjustment in some keynesian models prices are simply exogenously fixed 2 in others agents must set their prices in advance of the transaction date the act of altering a posted price is certainly costly these costs include such items as printing new catalogs and informing salesmen of the new price yet these menu costs are small and therefore generally perceived as providing only a weak foundation for these fixed price models however this inference is flawed small menu costs can cause large welfare losses the claim that price adjustment costs are small does not rebut the claim that they are central to understanding economic fluctuations

presidential address asset price dynamics with slow moving capital i describe asset price dynamics caused by the slow movement of investment capital to trading opportunities the pattern of price responses to supply or demand shocks typically involves a sharp reaction to the shock and a subsequent and more extended reversal the amplitude of the immediate price impact and the pattern of the subsequent recovery can reflect institutional impediments to immediate trade such as search costs for trading counterparties or time to raise capital by intermediaries i discuss special impediments to capital formation during the recent financial crisis that caused asset price distortions which subsided afterward after presenting examples of price reactions to supply shocks in normal market settings i offer a simple illustrative model of price dynamics associated with slow moving capital due to the presence of inattentive investors i address the implications for asset price dynamics of the apparent slow movement of investment capital to trading opportunities the arrival of new capital to an investment opportunity can be delayed by fractions of a second in some markets for example an electronic limit order book market for equities or by months in other markets such as that for catastrophe risk insurance accordingly prices respond to supply or demand shocks with a sharp reaction because of the relatively small subset of capital and thus risk bearing capacity that is immediately available to absorb a shock on short notice such a price impact is substantially reversed over time as additional capital becomes available the amplitude of the immediate price impact and the pattern of the subsequent recovery can reflect many sorts of attention costs to trade as well as institutional impediments to capital movement such as search costs for trading

sluggish responses of prices and inflation to monetary shocks in an inventory model of money demand we examine the responses of prices and inflation to monetary shocks in an inventory theoretic model of money demand we show that the price level responds sluggishly to an exogenous increase in the money stock because the dynamics of households money inventories leads to a partially offsetting endogenous reduction in velocity we also show that inflation responds sluggishly to an exogenous increase in the nominal interest rate because changes in monetary policy affect the real interest rate in a quantitative example we show that this nominal sluggishness is substantial and persistent if inventories in the model are calibrated to match u s households holdings of m2

portfolio rebalancing and asset pricing with heterogeneous inattention can households inattention to the stock market quantitatively account for the inertia in portfolio rebalancing i address this question by introducing an observation cost into a production economy with heterogeneous agents in this environment inattention changes endogenously over time and across agents i find that inattention explains the inertia in portfolio rebalancing and its heterogeneity across households inattention also rationalizes the limited stock market participation observed in the data and improves the asset pricing performance of the model finally i present a novel testable implication linking the effects of inattention on portfolio choices and asset prices to households funding liquidity

wealth information acquisition and portfolio choice i solve with an approximation a grossman stiglitz economy under general preferences thus allowing for wealth effects because information generates increasing returns decreasing absolute risk aversion in conjunction with the availability of costly information is sufficient to explain why wealthier households invest a larger fraction of their wealth in risky assets one no longer needs to resort to decreasing relative risk aversion an empirically questionable assumption furthermore i show how to distinguish empirically between these two explanations finally i find that the availability of costly information exacerbates wealth inequalities copyright 2004 oxford university press

why are exchange rates so smooth a household finance explanation abstract empirical moments of asset prices and exchange rates imply that pricing kernels are almost perfectly correlated across countries otherwise observed real exchange rates would be too smooth for high sharpe ratios however the cross country correlation among macro fundamentals is weak we reconcile these facts in a two country stochastic growth model with heterogeneous households and a home bias in consumption in our model only a small fraction of households trade domestic and foreign equities we show that this mechanism can quantitatively account for the smoothness of exchange rates in the presence of volatile pricing kernels and weakly correlated macro fundamentals

consumption smoothing and portfolio rebalancing the effects of adjustment costs abstract a household s response to income and return shocks depends on the costs of portfolio adjustment in particular the extent of portfolio rebalancing and consumption smoothing are influenced by the presence of non convex portfolio adjustment costs suppose bonds can be adjusted costlessly while adjustments to stock accounts entail adjustment costs due to these portfolio adjustment costs the household demands both stocks and bonds a household can buffer some income fluctuations without incurring adjustment costs and engage in costly portfolio rebalancing less frequently using the estimated preference parameters and portfolio adjustment costs the response to income and return shocks is nonlinear and reflects the interaction of portfolio rebalancing and consumption smoothing

information aggregation in a noisy rational expectations economy abstract this paper analyzes a general equilibrium model of a competitive security market in which traders possess independent pieces of information about the return of a risky asset each trader conditions his estimate of the return both on his own private source of information and price which in equilibrium serves as a noisy aggregator of the total information observed by all traders a closed form characterization of the rational expectations equilibrium is presented a counter example to the existence of fully revealing equilibrium is developed