understanding heterogeneous preferences in random utility models a latent class approach a finite mixture approach toconditional logit models is developed in whichlatent classes are used to promoteunderstanding of systematic heterogeneity the model is applied to wilderness recreationin which a branded choice experiment involvingchoice of one park from a demand system wasadministered to a sample of recreationists the basis of membership in the classes orsegments in the sample involved attitudinalmeasures of motivations for taking a trip aswell as their stated preferences overwilderness park attributes the econometricanalysis suggested that four classes of peopleexist in the sample using the model toexamine welfare measures of some hypotheticalpolicy changes identified markedly differentwelfare effects than the standard singlesegment model and provided insight into thedifferential impact of alternative policies

the quantitative analytics of the basic neomonetarist model this paper constructs a dynamic macroeconomic model with less than perfect price flexibility which has a classical side consistent with real business cycle theory augmented by investment adjustment costs increasing returns to scale and a new flexible formalization of imperfect competition something akin to the classical dichotomy is justified by a mode of approximation appropriate for a model in which one state variable adjusts quickly while another state variable adjusts slowly even with investment adjustment costs monetary expansions are found to raise the real interest rate the determinants of real rigidity and the macroeconomic rate of price adjustment are investigated copyright 1995 by ohio state university press

the generalized multinomial logit model accounting for scale and coefficient heterogeneity the mixed or heterogeneous multinomial logit mixl model has become popular in a number of fields especially marketing health economics and industrial organization in most applications of the model the vector of consumer utility weights on product attributes is assumed to have a multivariate normal mvn distribution in the population thus some consumers care more about some attributes than others and the iia property of multinomial logit mnl is avoided i e segments of consumers will tend to switch among the subset of brands that possess their most valued attributes the mixl model is also appealing because it is relatively easy to estimate recently however some researchers have argued that the mvn is a poor choice for modelling taste heterogeneity they argue that much of the heterogeneity in attribute weights is accounted for by a pure scale effect i e across consumers all attribute weights are scaled up or down in tandem this implies that choice behaviour is simply more random for some consumers than others i e holding attribute coefficients fixed the scale of their error term is greater this leads to a scale heterogeneity mnl model s mnl here we develop a generalized multinomial logit model g mnl that nests s mnl and mixl by estimating the s mnl mixl and g mnl models on 10 data sets we provide evidence on their relative performance we find that models that account for scale heterogeneity i e g mnl or s mnl are preferred to mixl by the bayes and consistent akaike information criteria in all 10 data sets accounting for scale heterogeneity enables one to account for extreme consumers who exhibit nearly lexicographic preferences as well as consumers who exhibit very random behaviour in a sense we formalize below

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

optimal taylor rules when targets are uncertain abstract we analyze the optimal taylor rule in the standard new keynesian model when output and inflation are imperfectly observed when the central bank observes inflation and the output gap with error the optimal taylor rule features tempered responses so as not to impart unnecessary volatility to the economy if the taylor rule is expressed in terms of estimated output and inflation it is optimal to respond infinitely strongly to estimated deviations from the targets because filtered estimates are based on current and past observations such taylor rules appear to exhibit interest rate smoothing even though the monetary authority has no explicit preference for smooth interest rates under such a taylor rule the estimates of inflation and the output gap are perfectly negatively correlated in the data these gaps are slightly positively correlated suggesting that the central bank is systematically underreacting to estimated inflation and the output gap

new keynesian models durable goods and collateral constraints abstract econometric evidence suggests that in response to monetary policy shocks durable and non durable spending co move positively and durable spending exhibits a much larger sensitivity to the shocks a standard two sector new keynesian model with perfect financial markets is at odds with these facts the introduction of a borrowing constraint where durables play the role of collateral assets helps in reconciling the model with the empirical evidence

nominal rigidities monetary policy and pigou cycles capturing the boom phase of pigou cycles and resolving the comovement problem require positive sectoral comovement this article addresses these observations using a two sector new keynesian model price rigidities dampen movements in the relative price of durables following a monetary policy shock durables and non durables are estimated to be complements in utility allowing for a resolution of the comovement problem for modest degrees of price rigidity nominal rigidities also make firms forward looking in their pricing behaviour which leads to relative price dynamics that generate positive sectoral comovement in the boom phase of a pigou cycle

inferred and stated attribute non attendance in food choice experiments we review the current literature on attribute non attendance in stated choice and use data from beef and chicken choice experiments using both inference and the respondents own statements inference is based on panel data analysis by mixed logit models of choice with both discrete and continuous mixtures of coefficients and is conditional on the observed pattern of choice information from respondent statements on non attendance is directly embedded in the specification of the indirect utility function results show no clear winner between the inferential approaches but the inference based on constrained latent class panel models better matches the observed data

incorporating discontinuous preferences into the analysis of discrete choice experiments data from a discrete choice experiment on improvements of rural landscape attributes are used to investigate the implications of discontinuous preferences on willingness to pay estimates using a multinomial error component logit model we explore differences in scale and unexplained variance between respondents with discontinuous and continuous preferences and condition taste intensities on whether or not each attribute was considered by the respondent during the evaluation of alternatives results suggest that significant improvements in model performance can be achieved when discontinuous preferences are accommodated in the econometric specification and that the magnitude and robustness of the willingness to pay estimates are sensitive to discontinuous preferences

credit frictions and the comovement between durable and non durable consumption frictions in lending between households have been proposed as a solution to the difficulties new keynesian models have in predicting a decline in both durable and non durable consumption following a monetary tightening by revisiting a standard new keynesian framework with collateral constraints it is shown that the presence of such credit frictions in fact makes it more difficult to generate the joint decline the intuitive reasons behind this result are provided which should be helpful in developing models that are more successful in generating a positive comovement between durables and non durables

information customization and food choice in this article we employ a hypothetical discrete choice experiment dce to examine how much consumers are willing to pay to use technology to customize their food shopping we conjecture that customized information provision can aid in the composition of a healthier shop our results reveal that consumers are prepared to pay relatively more for individual specific information as opposed to generic nutritional information that is typically provided on food labels in arriving at these results we have examined various model specifications including those that make use of ex post de briefing questions on attribute non attendance and attribute ranking information and those that consider the time taken to complete the survey our main results are robust to the various model specifications we examine

pricing production and persistence though built with increasingly precise microfoundations modern optimizing sticky price models have displayed a chronic inability to generate large and persistent real responses to monetary shocks as recently stressed by chari kehoe and mcgrattan 2000 this is an ironic finding since taylor 1980 and other researchers were motivated to study sticky price models in part by the objective of generating large and persistent business fluctuations we trace this lack of persistence to a standard view of the cyclical behavior of real marginal cost built into current sticky price macro models using a fully articulated general equilibrium model we show how an alternative view of real marginal cost can lead to substantial persistence this alternative view is based on three features of the supply side of the economy that we believe are realistic an important role for produced inputs variable capacity utilization and labor supply variability through changes in employment importantly these real flexibilities work together to dramatically reduce the elasticity of marginal cost with respect to output from levels much larger than unity in ckm to values much smaller than unity in our analysis these real flexibilities consequently reduce the extent of price adjustments by firms in time dependent pricing economies and the incentives for paying fixed costs of adjustment in state dependent pricing economies the structural features also lead the sticky price model to display volatility and comovement of factor inputs and factor prices that are more closely in line with conventional wisdom about business cycles and various empirical studies of the dynamic effects of monetary shocks federal reserve bank of philadelphia boston university nber and frb richmond this paper builds on earlier joint work with alexander l wolman on this topic we wish to thank brian boike for providing excellent research assistance and also to thank the referees and the editor for making numerous useful suggestions the views expressed in this article are those of the authors and do not necessarily represent those of the federal reserve bank of philadelphia the federal reserve bank of richmond or the federal reserve system

the magnitude of menu costs direct evidence from large u s supermarket chains we use store level data to document the exact process of changing prices and to directly measure menu costs at five multistore supermarket chains we show that changing prices in these establishments is a complex process requiring dozens of steps and a nontrivial amount of resources the menu costs average 105 887 year per store comprising 0 70 percent of revenues 35 2 percent of net margins and 0 52 price change these menu costs may be forming a barrier to price changes specifically 1 a supermarket chain facing higher menu costs due to item pricing laws that require a separate price tag on each item changes prices two and one half times less frequently than the other four chains 2 within this chain the prices of products exempt from the law are changed over three times more frequently than the products subject to the law in principle fixed costs of changing prices can be observed and measured in practice such costs take disparate forms in different firms and we have no data on their magnitude so the theory can be tested at best indirectly at worst not at all alan blinder 1991 p 90

skew and attribute non attendance within the bayesian mixed logit model abstract we investigate non attendance to choice set attributes and the accommodation of preference heterogeneity within the mixed logit model we propose a generalisation of the mixed logit enabling the degree of skew of marginal utility distributions to be estimated the implementation is bayesian with the marginal likelihood used as an arbiter of model performance we find strong evidence of skew in the distributions of marginal utilities for most attributes models incorporating skew are preferred in all cases the irrelevance of an attribute to significant numbers of respondents is a possible cause of such skew we test alternative empirical accommodations of self reported attribute non attendance ana and continue to find strong evidence of skew in the distributions of marginal utilities even having accounted for ana we find that contrary to some recent findings respondents who report having ignored an attribute typically do indeed have a zero marginal utility for that attribute

state dependent pricing and the general equilibrium dynamics of money and output economists have long suggested that nominal product prices are changed infrequently because of fixed costs in such a setting optimal price adjustment should depend on the state of the economy yet while widely discussed statedependent pricing has proved difficult to incorporate into macroeconomic models this paper develops a new tractable theoretical state dependent pricing framework we use it to study how optimal pricing depends on the persistence of monetary shocks the elasticities of labor supply and goods demand and the interest sensitivity of money demand

monitoring choice task attribute attendance in nonmarket valuation of multiple park management services does it matter land management in alpine parks provides multifunctional services to separate groups of users choice experiments can be used to derive estimates of value for different management attri butes however little research has been conducted on how frequently respondents ignore attributes used to describe policy management scenarios we fill this gap using an approach that identifies and compares both serial and choice task attribute nonattendance addressing five different visitor types our results indicate that accounting for choice task nonatten dance significantly improves model fit and yield estimates of marginal willingness to pay with a more plausible pattern of signs and greater efficiency jel q24 q51 i introduction the effects of park management policies on outdoor recreation are increasingly coming under public scrutiny alpine park land is among the most valuable land in terms of outdoor recreation park manage ment decisions are often controversial be cause of differences between objectives pursued by conservationists and the tourist industry parkland management agencies find it increasingly difficult to fund all the services needed to facilitate the ever broad ening variety of outdoor recreation activi ties this is further exacerbated by the increasing expectations for high quality recreational experiences by a population of recreationists with a heightened sensitivity to environmental and conservation issues such a situation widens the scope for multiattribute nonmarket valuation meth ods especially for those methods capable of capturing and modeling the preferences of heterogeneous visitors who seek to pursue a variety of activities in the land under study our research reports the results of a study designed to address attribute nonattendance henceforth abbreviated as an a which despite being quite a common decision heuristic has only recently begun to be explored by analysts with this decision heuristic respondents ignore some of the described attributes in their evaluation of alternatives within a given choice task they hence act as if a zero weight were assigned to the ignored attributes in the utility of the respective alternatives we study this issue by using a well known statistical model of discrete choice the multinomial logit mnl model this random utility model is often used for the purpose of multi attribute nonmarket valuation but the effects of accounting for an a are still rela tively unexplored information on an a is commonly collected by questioning each respondent at the end of the sequence of choice tasks respondents are asked to list those attributes that they feel they have

the effects of real and monetary shocks in a business cycle model with some sticky prices an established characteristic of macroeconomic fluctuations is the strong positive correlation between variations in the money stock and variations in production income and employment at business cycle frequencies this finding has motivated an enormous literature that has studied the effects of monetary policy disturbances on the real economy and in particular the role of money in business cycles several classes of monetary business cycle models have been developed that feature different channels through which monetary policy can have real effects one model that has been used widely is the keynesian model in which monetary shocks can have important effects on allocations because there are nominal rigidities in prices and or wages the keynesian assumption of sticky nominal prices is often motivated by reference to studies that have analyzed the frequency of nominal price changes the broad conclusion that emerges from this literature is that there are a number of goods that have prices that appear to change infrequently for example carlton 1989 has reported slow changes in nominal transactions prices for producers goods even without long term relationships between buyers and sellers and has documented that delivery lags and other product characteristics frequently change before nominal prces change similarly blinder s survey 1991 of firms shows that prices for many goods change only about once per year while this evidence

non separability and sectoral comovement in a sticky price model this paper resolves the sectoral comovement problem between nondurable and durable outputs that arises in response to a monetary shock in a two sector sticky price model with flexibly priced durable goods we analytically demonstrate that the non separability between aggregate consumption and labor can generate the comovement between nondurable and durable outputs in response to a monetary policy shock we then estimate the degree of non separability together with other parameters using a bayesian approach we find that the non separable preferences are supported by the data and our estimated model generates the sectoral comovement in response to a monetary shock

housing market heterogeneity in a monetary union this paper studies the implications of cross country housing market heterogeneity in a monetary union for both shock transmission and welfare i develop a two country new keynesian general equilibrium model with housing and collateral constraints to explore this issue the conventional wisdom is that welfare would be higher in a monetary union if mortgage markets were homogeneous this paper shows instead that welfare is higher only when homogenization does not result in higher aggregate volatility because of financial accelerator effects or does not redistribute too much wealth from borrowers to savers

a finite mixture logit model of recreational angling with serially correlated random utility this article examines two issues concerning the trip taking behavior of recreational anglers over the course of a season the first is whether the random component of trip utility is serially correlated across trip occasions the second is the heterogeneity of preferences among anglers recent research has examined heterogeneity among recreational trip takers using random parameters models in this article the population of anglers is instead cast as a collection of several subpopulations distinguished by angler preferences and the method of finite mixtures is used to identify these subpopulations copyright 2002 oxford university press

sticky price models of the business cycle can the contract multiplier solve the persistence problem we construct a quantitative equilibrium model with firms setting prices in a staggered fashion and use it to ask whether monetary shocks can generate business cycle fluctuations these fluctuations include persistent movements in output along with the other defining features of business cycles like volatile investment and smooth consumption we assume that prices are exogenously sticky for a short time persistent output fluctuations require endogenous price stickiness in the sense that firms choose not to change prices much when they can do so we find that for a wide range of parameter values the amount of endogenous stickiness is small thus we find that in a standard quantitative model staggered price setting alone does not generate business cycle fluctuations

inflation dynamics during the financial crisis using confidential product level price data underlying the u s producer price index ppi this paper analyzes the effect of changes in firms financial conditions on their price setting behavior during the great recession that surrounds the financial crisis the evidence indicates that during the height of the crisis in late 2008 firms with weak balance sheets increased prices significantly relative to industry averages whereas firms with strong balance sheets lowered prices a response consistent with an adverse demand shock these stark differences in price setting behavior are consistent with the notion that financial frictions may significantly influence the response of aggregate inflation to macroeconomic shocks we explore the implications of these empirical findings within a general equilibrium framework that allows for customer markets and departures from the frictionless financial markets in the model firms have an incentive to set a low price to invest in market share though when financial distortions are severe firms forgo these investment opportunities and maintain high prices in an effort to preserve their balance sheet capacity consistent with our empirical findings the model with financial distortions relative to the baseline model without such distortions implies a substantial attenuation of price dynamics in response to contractionary demand shocks

capital credit constraints and the comovement between consumer durables and nondurables evidence indicates that consumer durables are more flexibly priced than nondurable goods and services in otherwise standard two sector neoclassical sticky price models with flexible durable prices following monetary tightening nondurables decrease but consumer durables increase friction in lending between households can resolve the comovement problem if durable prices are sticky however if durable prices are flexible friction in lending fails to generate joint decline this paper resolves the co movement problem by adding capital into a model with flexible durable prices and friction in lending when capital is needed in production monetary tightening reduces the relative price of durables which induces investment and decreases firms real profits in the short run due to fewer profits remitted from firms savers have a lower disposable income and cannot increase expenditures on consumer durables as much as otherwise as a consequence aggregate consumer durables decrease and there is a joint decline of nondurables and consumer durables

a discrete choice model with endogenous attribute attendance abstract this paper develops a discrete choice model in which the decision to consider an attribute in the choice process is modelled endogenously in an application to patients choice of general practitioner it is found that the proposed model outperforms the standard logit model in terms of goodness of fit and produces substantially different estimates of willingness to pay

brand effects on choice and choice set formation under uncertainty this paper examines the effects of brand credibility a central concept in information economics based approaches to brand effects and brand equity on consumer choice and choice set formation we investigate the mechanisms through which credibility effects materialize namely through perceived quality perceived risk and information costs saved the credibility of a brand as a signal is defined as the believability of the product position information contained in a brand which depends on consumer perceptions of the willingness and ability of firms to deliver what they have promised the choice set is defined as the collection of brands that have a nonzero probability of being chosen among those actually available for choice in a given context furthermore we study the impact of brand credibility on the variance of the stochastic component of utility not only do choice model parameters capture the impact of systematic utility differences on choice probabilities but also the magnitude of this systematic impact is moderated by the relative importance of the stochastic utility component in preference we term this moderation phenomenon preference discrimination which we conceptualize as the decision makers capacity to effectively discriminate between products utilities in choice situations we estimate a discrete choice model of brand choice set formation and preference discrimination on experimental data in two categories juice and personal computers and find strong evidence for brand credibility effects and differential mechanisms through which brand credibility s impact materializes on brand choice conditional on choice set choice set formation and preference discrimination

financial openness financial frictions and optimal monetary policy increasing financial integration challenges the optimality of inward looking strategies for optimal monetary policy those issues are analyzed in an open economy where foreign net lending and the current account are determined by a collateral constraint durables represent collateral the current account features persistent imbalances but can deliver a long run stationary equilibrium the comparison between floating and managed exchange rate regimes shows that the impossible trinity is reversed higher financial integration increases the persistence and volatility of the current account and calls for exchange rate stabilization in this context the ramsey plan too prescribes stabilization of the exchange rate alongside with domestic inflation

would you choose your preferred option comparing choice and recoded ranking experiments previous research has shown that results from a choice experiment are statistically different from those obtained from a ranking experiment that is recoded and treated as a choice experiment using only the first rank by avoiding some of the shortcomings of previous comparisons we obtain the opposite results using data from the valuation of a cork oak reforestation program in the south of spain structural models and welfare estimations are statistically indistinguishable irrespective of the use of parametric or bootstrapping tests further we employ follow up questions and subsample analysis to test whether divergences appear when potential effects are isolated copyright 2008 oxford university press

valuing indigenous cattle breeds in kenya an empirical comparison of stated and revealed preference value estimates abstract in this study we compare revealed and stated preference approaches to value traits of cattle in kenya the premise is that much can be learnt about non market values of indigenous animal genetic resources angr from the use of multi attribute stated preference methods if these compare well with revealed preference results the objective is to investigate the performance of choice experiments ces in maasai cattle trading by conducting an external test of preference consistency we compare value estimates for cattle attributes from ces data with those from hedonic analysis of actual transactions by the same population of traders in the same markets and over the same period if ces perform well they can be used to investigate values of those genetically determined livestock traits currently not prominent in pastoralists populations but desirable candidates for breeding or conservation programmes e g disease resistance the results indicate that ce estimates pass the external test and appear to be adequately precise in estimating values for cattle traits that are relevant in market transactions for maasai traders accounting for taste and variance heterogeneity does not change this conclusion ces may therefore be a promising tool for valuing phenotypic traits expressed by indigenous angr

the cross sectional distribution of price stickiness implied by aggregate data we provide evidence on three mechanisms that can reconcile frequent individual price changes with sluggish aggregate price dynamics to that end we estimate a semistructural model that can extract

modeling disinterest and dislike a bounded bayesian mixed logit model of the uk market for gm food mixed logit models represent a powerful discrete choice analytical model but require assumptions about the functional form of the parameter distributions the use of unbounded distributions such as the normal distribution may be regarded as unsuitable where theory indicates that all are negatively affected by increases in an attribute such as price bounded distributions such as the triangular and log normal are unable to model the case where a section of the population is indifferent towards an attribute while the remainder are negatively disposed toward it train and sonnier s bounded mixed logit model accommodates these features and is employed in this paper a censored normal and johnson s s b distribution are used to model preferences in the uk for food attributes including price and gm technology bi modal distributions are identified regarding gm food some are unlikely to ever consume it some are close to indifference and willing to consume at relatively small discounts while the remainder are fairly unresponsive to further price reductions

sticky price models durable goods and real wage rigidities the standard two sector new keynesian model with durable goods is at odds with conventional wisdom and vector autoregression var evidence following a monetary shock the model generates i either negative or no comovement across sectoral outputs and ii aggregate neutrality of money when durable goods prices are flexible we reconcile theory with evidence by incorporating real wage rigidities into the standard model as long as durable goods prices are more flexible than nondurable goods prices we obtain positive sectoral comovement and thus aggregate nonneutrality of money

monetary policy when households have debt new evidence on the transmission mechanism in response to an unanticipated change in interest rates households with mortgage debt adjust their expenditure signicantly especially on durable goods renters react to a lesser extent and outright home owners do not react at all all housing tenure groups experience a signicant change in disposable income over and above the direct impact on mortgage repayments the response of house prices is sizable driving a signicant adjustment in loanto income ratios but little change in loan to value ratios a simple collateral constraint model augmented with durable goods and a renting decision generates predictions consistent with these novel empirical ndings and suggests that heterogeneity in housing debt positions plays an important role in the transmission of monetary policy

preferences inflation and welfare abstract this paper systematically examines how degrees of household risk aversion ra and elasticity of intertemporal substitution eis impact the welfare costs of inflation in a heterogeneous agent environment featuring capital and essential money empirical evidence suggests that households have degrees of ra and eis that differ on average from traditional values and display large amounts of dispersion capturing these empirical features of preference values in an otherwise standard model leads to welfare enhancements of inflation due to household substitution of money for capital the analysis also compares the welfare implications for alternative ways to implement monetary policy

monetary policy with sectoral trade offs we formulate a two sector new keynesian economy that features sectoral heterogeneity along three main dimensions price stickiness consumption goods durability and the inter sectoral trade of input materials the combination of these factors deeply affects inter sectoral and intra sectoral stabilization in this context we examine the welfare properties of simple rules that adjust the policy rate in response to the output gap and alternative measures of final goods price inflation aggregating durable and non durable goods prices depending on the relative frequency of sectoral price setting may induce a severe bias due to factor demand linkages the cost of production in one sector is influenced by price setting in the other sector of the economy as a result measures of aggregate inflation that weigh sectoral price dynamics based on the relative degree of price rigidity do not allow the central bank to keep track of the effective speeds of sectoral price adjustment

monetary non neutrality in a multisector menu cost model empirical evidence suggests that as much as one third of the u s business cycle is due to nominal shocks we calibrate a multisector menu cost model using new evidence on the cross sectional distribution of the frequency and size of price changes in the u s economy we augment the model to incorporate intermediate inputs we show that the introduction of heterogeneity in the frequency of price change triples the degree of monetary non neutrality generated by the model we furthermore show that the introduction of intermediate inputs raises the degree of monetary non neutrality by another factor of three without adversely affecting the model s ability to match the large average size of price changes a single sector model with a frequency of price change equal to the median rather than the mean generates monetary non neutrality similar to that in our multisector model our multisector model with intermediate inputs generates variation in real output in response to calibrated aggregate nominal shocks that can account for roughly 23 of the u s business cycle

aggregation and stabilization policy in a multi contract economy abstract this paper presents a model of a multi sector economy in which each sector is characterized by a different type of wage or price stickness the various sectors experience the same exogenous shocks and have the same money supply the analysis shows that demand shocks pose no serious problems for stabilization policy in contrast supply shocks may force the policymaker to choose between stability in one sector and stability in another the analysis also shows that the economist as to the economy s underlying structure and obscures the tradeoffs the policymaker must confront in particular a feedback rule chosen on the basis of an aggregate model could be either better or worse than a passive policy

pricing in a customer market in standard pricing models movements in demand are partially offset by price responses in a customer market however price markups may decrease with high demand thus price may magnify rather than stabilize demand movements i consider a monopolist selling a good of which first time consumers are uncertain repeat customers know that the product works the monopolist trades the objectives of exploiting past customers and attracting new ones in a period with many new potential customers the monopolist gives more weight to attracting and lowers its markup last i examine some evidence on whether expansions are periods with disproportionately many new customers

the link between response time and preference variance and processing heterogeneity in stated choice experiments abstract in this article we utilize the time respondents require to answer a self administered online stated preference survey while the effects of response time have been previously explored this article proposes a different approach that explicitly recognizes the highly equivocal relationship between response time and respondents choices in particular we attempt to disentangle preference variance and processing heterogeneity and explore whether response time helps to explain these three types of heterogeneity for this we divide the data ordered by response time into approximately equal sized subsets and then derive different class membership probabilities for each subset we estimate a large number of candidate models and subsequently conduct a frequentist based model averaging approach using information criteria to derive weights of evidence for each model our findings show a clear link between response time and utility coefficients error variance and processing strategies our results thus emphasize the importance of considering response time when modeling stated choice data

real rigidities and the non neutrality of money rigidities in real prices are not sufficient to create rigidities in nominal prices and real effects of nominal shocks and by themselves small frictions in nominal adjustment such as costs of changing prices create only small non neutralities but this paper shows that substantial nominal rigidity can arise from a combination of real rigidities and small nominal frictions the paper shows the connection between real and nominal rigidity given the presence of nominal frictions both in general and for two specific sources of real rigidity one arising from goods market imperfections and the other from labour market imperfections

the timing and magnitude of retail store markdowns evidence from weekends and holidays we examine daily prices of eight goods at seventeen retail stores collected in ann arbor michigan over a four month period from november 1 to february 28 we focus on weekly and seasonal price patterns and on the frequency of price markdowns or sales there were frequent markdowns in the intensive shopping period prior to christmas and a tendency for such sales to occur on weekends we interpret these findings as evidence that a significant number of markdowns are timed to occur when shopping intensity is exogenously high we complement the imperfect information based motives for sales in the literature by contributing an additional element based on the role of bulk shopping and increasing returns in the shopping technology

housing finance and monetary policy we document three facts concerning how the structure of housing finance affects the monetary transmission mechanism first the characteristics of residential mortgage markets differ markedly across industrialized countries second the impact of monetary policy shocks to residential investment and house prices is significantly stronger in those countries with larger flexibility development of mortgage markets third the transmission to consumption is stronger only in those countries where mortgage equity release is common and mortgage contracts are predominantly of the variable rate type we then build a two sector dsge model with financial constraints to rationalize those facts

sectoral comovement monetary policy shocks and input output structure the comovement of output across the sector producing nondurables i e nondurable goods and services and the sector producing durables is well established in the monetary business cycle literature however standard sticky price models that incorporate sectoral heterogeneity in price stickiness i e sticky nondurables prices and flexible durables prices cannot generate this feature we argue that an input output i o structure provides a solution to this problem here we develop a two sector model with an i o structure which is calibrated to the u s economy in the model each sector s output affects those of the others by acting as an intermediate input this connection between the sectors provides a channel through which sectoral comovement is induced

government consumption and investment does the composition of purchases affect the multiplier abstract a large and conventional class of macroeconomic models predicts that short lived government investment shocks have a smaller fiscal multiplier than government consumption shocks i test this prediction in a panel of oecd countries using real time forecasts of government consumption and investment to purify changes in purchases of their predicted components consistent with theory the estimated government investment multiplier is near zero and the government consumption multiplier approximately 0 8 these findings suggest that fiscal stimulus packages which contain large government investment components may not be as effective at stimulating aggregate demand as commonly thought

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

input output interactions and optimal monetary policy this paper deals with the implications of factor demand linkages for monetary policy design in a two sector dynamic general equilibrium model part of the output of each sector serves as a production input in both sectors in accordance with a realistic input output structure strategic complementarities induced by factor demand linkages significantly alter the transmission of shocks and amplify the loss of social welfare under optimal monetary policy compared to what is observed in standard two sector models the distinction between value added and gross output that naturally arises in this context is of key importance to explore the welfare properties of the model economy a flexible inflation targeting regime is close to optimal only if the central bank balances inflation and value added variability otherwise targeting gross output variability entails a substantial increase in the loss of welfare

addressing preference heterogeneity multiple scales and attribute attendance with a correlated finite mixing model of tap water choice unobserved heterogeneity of error scale in choice models is a recent extension of the better investigated issue of heterogeneity of taste intensity it is achieved by fitting choice panel data with specifications that simultaneously handle inter personal variation in scale and taste the aim is to separate differences in preference intensities across respondents from differences in the degree of consistency in choice behaviour or preference discrimination while accounting for correlation between the two another recent substantive issue in choice data analysis is attribute non attendance we develop a finite mixing model to address simultaneously the three issues above we empirically prove the concept on stated preference data related to tap water attributes in a study for industry regulation

durable goods and sticky prices industry level evidence abstract we employ industry data to examine price stickiness of durables versus non durables to evaluate barsky et al 2007 proposal that stickiness of durables prices influences aggregate dynamics policy impacts from impulse responses accord with sticky price frameworks even though non durables prices are relatively flexible

some evidence on factor intensity and price rigidity abstract this paper establishes a new empirical finding the degree of labor intensity and the degree of price flexibility are negatively correlated across industrial sectors in the u s economy this finding suggests that varying factor intensity can potentially generate different degrees of price stickiness across sectors and remove the need to exogenously impose the latter of course labor intensity is just one more feature in addition to others like the durability of goods produced and the degree of competition that can explain some of the heterogeneity in price durations across sectors

the transmission of monetary policy through redistributions and durable purchases this paper studies a redistribution channel for the transmission of monetary policy using a tractable olg setting in which the government is a net debtor we show that standard open market operations omo conducted by central banks have signi cant revaluation eects that alter the level and distribution of wealth in the economy and the real interest rate expansionary omo generate a negative wealth eect the private sector as a whole is a net creditor to the government increasing households incen tives to save for retirement and pushing down the real interest rate this in turn leads to a substitution towards durables generating a temporary boom in the durable good sector with search and matching frictions a form of productive investment is added to the model and the fall in interest rates causes an increase in labour demand raising aggregate employment the mechanism can mimic the empirical responses of key macroeconomic variables to monetary policy interventions the model shows that dierent monetary interventions e g omo versus helicopter drops can have sharply dierent eects on activity

the transmission of monetary policy in a multisector economy this article constructs and estimates a sticky price dynamic stochastic general equilibrium model with heterogeneous production sectors firms in different sectors vary in their price rigidity production technology and the combination of material and investment inputs in particular firms buy inputs from all sectors using the actual input output matrix and capital flow table of the u s economy by relaxing the standard assumption of symmetry this model allows idiosyncratic sectoral dynamics in response to monetary policy shocks the model is estimated by the generalized method of moments using sectoral and aggregate u s time series

inventory theoretic money demand and relative price dynamics we construct a two goods inventory theoretic money demand model and find that the model implies in a monetary contraction the decline in the prices of low cash intensity goods durables or luxuries outpaces that of high cash intensity goods nondurables or necessities using u s data we show that our model s predictions are consistent with the data

on the mechanics of new keynesian models abstract the monetary transmission mechanism in new keynesian models is put to scrutiny we show that contrary to the conventional view the transmission mechanism does not operate through the real interest rate channel instead equilibrium inflation is approximately determined as in a flexible price model output is then pinned down by the new keynesian phillips curve the real rate only reflects the feasibility to keep consumption smooth when income changes contractionary monetary policy shocks reducing output and inflation are consistent with an increase decline or no change in the real rate consistency with the real rate channel is observational not structural

intermediate goods and business cycles implications for productivity and welfare this paper presents an aggregate demand driven model of business cycles that provides a new explanation for the procyclicality of productivity and simultaneously predicts large welfare losses from monetary nonneutrality the key features of the model are an input output production structure imperfect competition countercyclical markups and for some results state dependent price rigidity true technical efficiency is procyclical even though production takes place with constant returns without technology shocks or technological externalities the paper has observable implications that distinguish it empirically from related work these implications are generally supported by data from u s manufacturing industries copyright 1995 by american economic association

optimal pricing with costly adjustment evidence from retail grocery prices in many theoretical models it is assumed that there are costs associated with adjusting prices in this paper the existence type and magnitude of such costs are investigated empirically a discrete choice dynamic programming model that nests fixed and variable costs is developed and econometric estimates of the adjustment cost function are obtained the data used to implement the model consist of weekly retail prices and sales of three brands of saltine crackers sold by four chains of grocery stores in a small u s town the study has several distinguishing characteristics first the data are highly disaggregate at the level of brand and store second variables are sampled at weekly intervals third the model nests fixed and variable adjustment costs and can therefore determine their relative importance finally the discrete choice model is both structural and dynamic

the dynamics of markups and inventories in retailing firms this paper is concerned with the interaction between price and inventory decisions in retailing firms and its implications for the dynamics of markups and the existence of sales pro motions we consider a model where a monopolistically competitive retailer decides price and inventories and assumes lump sum costs when placing orders or changing nominal prices tn this model the existence of stockout probabilities and fixed ordering costs generate a cyclical price behaviour characterized by long periods without nominal price changes and short periods with very low prices i e sales promotions we estimate this model using a unique longitudinal dataset with information about retail and wholesale prices inventories orders and sales for several brands in a supermarket chain based on the estimated model we perform several counterfactual experi ments that show the important role that inventories and fixed ordering costs play in the dynamics of retail prices and the frequency of sales promotions in this dataset

dealing with ignored attributes in choice experiments on valuation of sweden s environmental quality objectives using a choice experiment this paper investigates how swedish citizens value three environmental quality objectives in addition a follow up question is used to investigate whether respondents ignored any attributes when responding the resulting information is used in model estimation by restricting the individual parameters for the ignored attributes to zero when taking the shares of respondents who took both the environmental and the cost attributes 52 69 of the respondents into account then the wtp for each attribute changes if the respondents who ignored the attributes have a zero wtp at the same time we find evidence that not all respondents who claimed to have ignored an attribute really did however the most commonly ignored non monetary attributes always have the lowest rankings in terms of wtp across all three environmental objectives thus our results show that instead of ignoring attributes completely respondents seem to put less weight on the attributes they claimed to have ignored

measuring the contribution of durable goods to the welfare cost of inflation in this paper we measure the contribution of durable goods to the welfare cost of inflation in the context of an endogenous growth model with durable and nondurable goods where purchases of the latter require only a partial cash payment compared with the former unlike existing measures our proposed welfare measure is computationally efficient and relatively easy to implement we find that durability adds a significant component to the welfare costs of inflation

fixed costs and long lived investments abstract fixed costs models are difficult to analyze because they feature non degenerate time varying distributions of capital across firms if investments are sufficiently long lived however then the cross sectional distribution of capital holdings has virtually no bearing on the equilibrium and the aggregate behavior of fixed cost models is essentially identical to neoclassical models the findings are due to a near infinite elasticity of investment timing for long lived investments a feature shared by fixed cost models and neoclassical models irrelevance results found in numerical studies of fixed cost models are not parametric special cases but instead are fundamental properties of models with long lived investment goods

services deepening and the transmission of monetary policy the structural transformation from manufacturing to services comes with a process of services deepening the services share of intermediate inputs rises over time moreover inflation reacts less to monetary policy shocks in countries that are more intensive in services intermediates we rationalize these facts using a two sector new keynesian model where trends in sectoral productivities generate endogenous variations in the input output matrix services deepening reduces the contemporaneous response of inflation to monetary policy shocks through a marginal cost channel since services prices are stickier than manufacturing prices the rise of services intermediates raises the sluggishness of sectoral marginal costs and inflation rates

monetary policy and investment dynamics evidence from disaggregate data we use disaggregated data on the components of private fixed investment pfi to estimate industry level responses of real investment and capital prices to unanticipated monetary policy the response functions derive from a restricted large scale var estimated over 1959 2007 our results point to significant cross sector heterogeneity in the behavior of pfi prices and quantities for assets belonging to the equipment category of fixed investment we find that quantities rather than prices absorb most of the fallout from a policy shock by contrast the price effects tend to be higher and the output effects lower for nonresidential structures

monetary policy and the relative price of durable goods abstract in a structural vector autoregressive model of the us the response of the relative price of durables to a monetary policy contraction is either flat or mildly positive it significantly falls only if narrowly defined as the ratio between new house and nondurables prices these findings are rationalized via the estimation of two sector new keynesian nk models durables prices are estimated to be as sticky as those of nondurables leading to a flat relative price response to a monetary policy shock conversely house prices are estimated to be almost flexible such results survive several robustness checks and a three sector extension of the nk model these findings have implications for building nk models with durable and nondurable goods and for the conduct of monetary policy

search costs sticky prices and markups this article investigates how search costs price stickiness and product durability influence the impact of inflation on firm markups we provide evidence that each of these three factors plays an independent role in influencing the responsiveness of markups to inflation although we find that the direct effect of inflation on markups is negative offsetting positive influences of inflation on markups arise in industries that produce durable experience goods with flexible prices thus our results indicate that markups of industries producing nondurable search goods with sticky prices tend to experience unambiguously negative impacts from inflation

monetary policy transmission in a model with animal spirits and house price booms and busts abstract can monetary policy trigger pronounced boom bust cycles in house prices and create persistent business cycles we address this question by building heuristics into an otherwise standard dsge model as a result monetary policy sets off waves of optimism and pessimism animal spirits that drive house prices that in turn have strong repercussions on the business cycle we compare our findings to a standard model with rational expectations by means of impulse responses we suggest that a standard taylor rule is not well suited to maintain macroeconomic stability instead an augmented rule that incorporates house prices is shown to be superior

durable goods inter sectoral linkages and monetary policy barsky house and kimball 2007 show that introducing durable goods into a sticky price model leads to negative sectoral comovement of production following a monetary policy shock and under certain conditions to aggregate neutrality these results appear to undermine sticky price models in this paper we show that these results are not robust to two prominent and realistic features of the data namely input output interactions and limited mobility of productive inputs when extended to allow for both features the sticky price model with durable goods delivers implications in line with var evidence on the effects of monetary policy shocks

durable goods investment shocks and the comovement problem sticky price models suggest that capital investment shocks are an important driver of business cycle fluctuations despite quantitative importance in explaining business cycles a comovement problem emerges because the shocks generate intertemporal substitution effects away from consumption toward investment this paper resolves the problem by extending the standard sticky price model to a two sector model with consumer durable services when durable goods are used as investment in capital and consumer durables positive capital investment shocks also generate intratemporal substitution effects away from consumer durable services toward nondurable consumption that dominates intertemporal effects consequently consumption increases and the comovement problem is resolved

human capital tangible wealth and the intangible capital residual since income is the return on wealth the total wealth of any given country should be on the order of 20 times its gdp instead the average observed ratio from the balance sheet accounts of the system of national accounts sna is a factor of 2 6 to 6 6 depending on whether natural resource stocks are included in the balance sheet the clear implication is that the sna wealth accounts are incomplete with the most obvious omission being human capital estimating the value of human capital using the lifetime income approach for a sample of thirteen mostly high income countries yields a mean share of human capital in total wealth of 62 four times the value of produced capital and 15 times the value of natural capital but for selected high income countries in the sample there is still an average of 25 of total wealth which is unaccounted it is neither produced nor natural nor human capital this residual intangible wealth is arguably the stock equivalent of total factor productivity the value of assets such as institutional quality and social capital which augment the capacity of produced natural and human capital to support a stream of consumption into the future

sticky prices new evidence from retail catalogs this paper presents new results on the size frequency and synchronization of price changes for twelve selected retail goods over the past 35 years three basic facts about the data are uncovered first nominal prices are typically fixed for more than one year although the time between changes is very irregular second prices change more often during periods of high overall inflation third when prices do change the sizes of the changes are widely dispersed both large and small changes occur for the same item and the sizes of these changes do not closely depend on overall inflation

changing credit limits changing business cycles abstract in the last half century capital markets across the industrialized world have undergone massive deregulation involving large increases in the loan to value ltv ratios of households and firms we study the business cycle implications of this phenomenon in an estimated dynamic general equilibrium model with multiple credit constrained agents a progressive relaxation of credit constraints initially leads to both higher macroeconomic volatility and stronger comovement between debt and real activity this pattern reverses at ltv ratios not far from those currently observed in many advanced economies due to credit constraints becoming non binding more often the non monotonic relationship between credit market conditions and macroeconomic fluctuations carries important lessons for regulatory and macroprudential policymakers while reducing the average ltv ratio may unintentionally increase macroeconomic volatility a countercyclical ltv ratio proves to be successful in dampening business cycle fluctuations and most importantly avoiding dramatic output drops

designing conjoint choice experiments using managers prior beliefs abstract the authors provide more efficient designs for conjoint choice experiments based on prior information elicited from managers about the parameters and their associated uncertainty the authors use a bayesian design procedure that assumes a prior distribution of likely parameter values and optimizes the design over that distribution the authors propose a way to elicit prior information from managers and show in monte carlo studies that the procedure provides more efficient designs than the current procedures the authors provide an empirical application in which they elicit prior information on the parameter values and the associated uncertainty from managers here the bayesian design provides 30 50 lower standard errors of the estimates and an expected predictive validity that is approximately 20 higher

house prices and government spending shocks we show that dynamic stochastic general equilibrium dsge models with housing and collateralized borrowing predict a fall in house prices following positive government spending shocks by contrast we show that house prices in the united states rise persistently after identified positive government spending shocks we clarify that the incorrect house price response is due to a general property of dsge models approximately constant shadow value of housing and that modifying preferences and production structure cannot help in obtaining the correct house price response properly accounting for the empirical evidence on government spending shocks and house prices using a dsge model therefore remains a significant challenge

staggering and synchronization in price setting evidence from multiproduct firms theoretical work on price setting behavior focuses on the single product case while in reality a single price setter sells many products the authors use retail store level multiproduct pricing data to learn about price dynamics they find that while the timing of a product s price changes is staggered across stores selling the same product the timing of the price changes of different products sold within the same store is highly synchronized this finding validates the usual assumption that decisions are staggered across price setters and suggests that price rigidity is due mostly to mechanical reasons and not to informational asymmetries copyright 1996 by american economic association

an optimizing is lm specification for monetary policy and business cycle analysis we ask whether relations of the is lm type can sensibly be used for the aggregate demand portion of a dynamic optimizing general equilibrium model intended for analysis of issues regarding monetary policy and cyclical fluctuations the main result is that only one change the addition of a term regarding expected future income is needed to make the is function match a fully optimizing model whereas no changes are needed for the lm function this modification leads to a dynamic forward looking model of aggregate demand that is tractable and usable with a wide variety of aggregate supply specifications theoretical applications concerning price level determinacy and gradual price adjustment are included

sticky price models and durable goods the inclusion of a durable goods sector in sticky price models has strong and unexpected implications even if most prices are flexible a small durable goods sector with sticky prices may be sufficient to make aggregate output react to monetary policy as though most prices were sticky in contrast flexibly priced durables with sufficiently long service lives can undo the implications of standard sticky price models in a limiting case flexibly priced durables cause monetary policy to have no effect on aggregate output our analysis suggests that durable goods prices are the most relevant data for calibrating price rigidity jel e21 e23 e31 e52

dynamic learning and context dependence in sequential attribute based stated preference valuation questions a hybrid stated preference model is presented that combines the referendum contingent valuation response format with an experimentally designed set of attributes a sequence of valuation questions is asked to a random sample in a mailout mail back format econometric analysis shows greater discrimination between alternatives in the final choice in the sequence and the vector of preference parameters shifts lead and lag choice sets have a structural influence on current choices and unobserved factors induce positive correlation across the responses these results indicate that people learn about their preferences for attributebased environmental goods by comparing attribute levels across choice sets

designing choice sets for stated preference methods the effects of complexity on choice consistency abstract we vary the complexity of choice sets used in stated preference methods to evaluate the impact on choice consistency we define five measures of complexity that capture either the amount of information or the correlational structure of information in a choice set using these measures as randomly assigned treatments in a large experiment we analyze the consistency of respondents choices using a heteroskedastic multinomial logit model we find that i all of our measures of choice set complexity affect choice consistency ii changes in the correlational structure of information have the largest impact on choice consistency and iii choice complexity significantly distorts welfare estimates our results confirm economists initial worry that moving from contingent valuation to conjoint methods will increase complexity induced choice inconsistency however our analysis also shows that these negative impacts may be mitigated if precautions are taken at the design and estimation stages of stated preference methods

models for heterogeneous variable selection abstract preference heterogeneity is a major research stream in marketing aimed at quantifying and understanding the diversity of demand for product attributes and attribute levels in experimental settings in which consumers are presented with simple descriptions of product offerings continuous distributions of heterogeneity such as the multivariate normal provide a useful representation of preference however in more complex cases in which respondents have value for only a few of the benefits associated with an offering or cognitive constraints that result in selective attention to a subset of the information available continuous distributions of heterogeneity do not reflect the possibility that a subset of the variables has nonzero effect sizes for different respondents identifying which attributes are used in a brand choice decision is closely related to the statistical procedure of variable selection this article extends variable selection methods to accommodate heterogeneity across consumers

recreation demand models with taste differences over people we estimate random parameter logit models of anglers choice of fishing site the models generalize logit by allowing coefficients to vary randomly over anglers rather than being fixed the models do not exhibit the restrictive independence from irrelevant alternatives property of logit and can represent any substitution pattern estimation explicitly accounts for the fact that the variation in coefficients over anglers induces correlation in unobserved utility over trips by the same angler willingness to pay for improved fish stock and the value to anglers of specific sites are calculated from the models and compared with the estimates obtained from a standard logit model

infrequent housing adjustment limited participation and monetary policy this paper asks why monetary contractions have strong effects on the housing market the paper presents a model with staggered housing adjustment in which monetary policy has real effects in the absence of any rigidity in producer pricing or wages limited participation in financial markets leads to a rise in the real mortgage rate following an increase in the nominal short rate since households must take on a mortgage to consume housing the rise in the real interest rate reduces the share of residential investment in output