expectationally driven market volatility an experimental study abstract we study the existence and robustness of expectationally driven price volatility in experimental overlapping generation economies in the theoretical model under study there exist pure sunspot equilibria which can be learned if agents use some adaptive learning rules our data show the existence of expectationally driven cycles but only after subjects have been exposed to a sequence of real shocks and learned a real cycle in this sense we show evidence of path dependent price volatility journal of economic literature classification numbers c62 c92 f17 e32 e44

impulse control of pension fund contributions in a regime switching economy abstract in defined benefit pension plans allowances are independent from the financial performance of the fund and the sponsoring firm pays regularly contributions to limit deviations of fund assets from the mathematical reserve necessary for covering the promised liabilities this research paper proposes a method to optimize the timing and size of contributions in a regime switching economy the model takes into consideration important market frictions like transactions costs late payments and illiquidity the problem is solved numerically using dynamic programming and impulse control techniques our approach is based on parallel grids with trinomial links discretizing the asset return in each economic regime

why do monetary policies matter an experimental study of saving and inflation in an overlapping generations model we study experiments of an overlapping generations model where inflation is determined by the monetary policy and by the amount of average saving within each period we use a new experimental setup that allows us to observe more details of the process of expectation forming and separate this process from the actual saving process in contrast to experimental findings by lim prescott sunder marimon spear sunder and marimon sunder we find that 1 agents do not form first order adaptive expectations 2 subjects over save for precautionary reasons as a result 3 the so called friedman conjecture holds i e monetary policies which are equivalent in static equilibrium exhibit different levels and different volatility of inflation in the experiment this may generate important policy trade offs between monetary regimes we discuss our findings and relate them to current research on adaptive learning and the role it may have in ranking alternative monetary policies

traders expectations in asset markets experimental evidence we elicit traders predictions of future price trajectories in repeated experimental markets for a 15 period lived asset we find that individuals beliefs about prices are adaptive and primarily based on past trends in the current and previous markets in which they have participated most traders do not anticipate market downturns the first time they participate in a market and when experienced they typically overestimate the time remaining before market peaks and downturns occur when prices deviate from fundamental values belief data are informative to an observer in predicting the direction of future price movements and the timing of market peaks

experimental evidence on the persistence of output and inflation this article presents experimental evidence from a monetary sticky price economy in which output and inflation depend on expected future inflation rational inflation expectations do not allow for persistent deviations of output and inflation following a monetary shock in the experimental sessions however output and inflation display considerable persistence and regular cyclical patterns

replicator dynamics in a cobweb model with rationally heterogeneous expectations abstract this paper extends the adaptively rational equilibrium dynamics of brock and hommes brock w a hommes c h 1997 a rational route to randomness econometrica 65 1059 1160 by introducing a generalized version of the replicator dynamic the replicator equilibrium dynamics red couples the price dynamics of a cobweb model with predictor selection governed by an evolutionary replicator dynamic we show that the red supports the conclusion of sethi and franke sethi r franke r 1995 behavioural heterogeneity under evolutionary pressure macroeconomic implications of costly optimisation the economic journal 105 583 600 that costly rational beliefs persist though unlike them these results obtain in the deterministic case numerical evidence shows that complex dynamics exist as in brock and hommes even though no weight is placed on strictly dominated predictors in an red steady state

intrinsic heterogeneity in expectation formation we introduce the concept of misspecification equilibrium to dynamic macroeconomics agents choose between a list of misspecified econometric models and base their selection on relative forecast performance a misspecification equilibrium is a stochastic process in which agents forecast optimally given their choices with forecast model parameters and predictor proportions endogenously determined under appropriate conditions the misspecification equilibrium will exhibit intrinsic heterogeneity in which all predictors are used at all times even in the neoclassical limit in which only the most successful predictors are used this equilibrium is attainable under least squares learning and dynamic predictor selection based on average profits

the formation of price forecasts in experimental markets this study utilizes laboratory experimental methods to evaluate the empirical validity of 1 muthian rational expectations assumptions 2 an adaptive expectations model and 3 an extrapolative expectations model over 5 00 price forecasts from 146 participants in twelve experimental double auction m arkets with a cash reward structure are analyzed the forecasting objective is t hemean price over a sequence of trading periods governed by stationary market parameters the price forecasts are found to be inconsistent with strict muthian rational expectations and the extrapolative modelis not supported by the data however the forecasts generally support the adaptive expectations model copyright 1987 by ohio state university press

technology shocks in the new keynesian model in the new keynesian model preference cost push and monetary shocks all compete with the real business cycle model s technology shock in driving aggregate fluctuations a version of this model estimated via maximum likelihood points to these other shocks as being more important for explaining the behavior of output inflation and interest rates in the postwar u s data these results weaken the links between the current generation of new keynesian models and the real business cycle models from which they were originally derived they also suggest that federal reserve officials have often faced difficult trade offs in conducting monetary policy

charts noise and fundamentals in the london foreign exchange market this paper presents some empirical evidence on the prevalence perceived importance and nature of chartist or technical analysis in the london foreign exchange market if noise traders see e g de long et al i987 are defined as those speculators who do not base their trading strategies on a consideration of market fundamentals then it clearly encompasses those traders who employ chart analysis i e those who base their strategies on the analysis and extrapolation of past price movements alone

a robust rational route to randomness in a simple asset pricing model abstract we investigate asset pricing dynamics in an adaptive evolutionary asset pricing model with fundamentalists trend followers and a market maker agents can choose between a fundamentalist strategy at positive information cost or choose a trend following strategy for free price adjustment is proportional to the excess demand in the asset market agents asynchronously update their strategy according to realized net profits in the recent past as agents become more sensitive to differences in strategy performance the fundamental steady state becomes unstable and multiple steady states may arise as the traders sensitivity to differences in fitness increases a bifurcation route to chaos sets in due to homoclinic bifurcations of stable and unstable manifolds of the fundamental steady state

updating inflation expectations evidence from micro data utilizing the michigan household consumer survey s rotating panel microstructure we can identify if individuals have adjusted their expectations towards inflation this allows us to directly capture the updating behavior of individual consumers regarding their short and long run inflation expectations

sequencing and valuing public goods abstract this paper establishes several propositions concerning the importance of context in valuing public goods it first provides necessary and sufficient conditions for the value of a public good to be independent of context utility constant valuation sequences are considered where public goods are systematically made available or taken away for the case of strict hicksian substitutes willingness to pay for an increase in one of the public goods is strictly decreasing the farther out in a sequence it is valued for the destruction of public goods the reverse is true for willingness to accept compensation sequencing has opposite implications for the assessment of the benefits of providing public goods than for the assessment of the damage from destroying them

learning with expert advice surveys of inflation forecasts show that expectations combine forward looking and backwardlooking elements this contradicts conventional wisdom in the presence of rational agents adaptiveagentswouldbedrivenoutofthemarket inourpaper werationalizethisfindinginan equilibrium framework our model has two types of agents one having rational expectations and the other using adaptive learning the proportion of these agents in the population evolves according to their past forecasting performance we show that even an underparameterized learning algorithm survives competition with rational expectations jel c62 d83 d84

macroeconomic expectations of households and professional forecasters economists have long emphasized the importance of expectations in determining macroeconomic outcomes yet there has been almost no recent effort to model actual empirical expectations data instead m acroeconomists usually simply assume that expectations are rational this paper shows that while empirical household expectations are not rational in the usual sense expectational dynamics are well captured by a model in which households views derive from news reports of the views of professional forecasters which in turn may be rational the model s estimates imply that people only occasionally pay attention to news reports this inattention generates stickyness in aggregate expectations with important macroeconomic consequences

experimental evidence on inflation expectation formation using laboratory experiments within a new keynesian sticky price framework we study the process of inflation expectation formation we focus on adaptive learning and rational expectations contrary to the previous literature that mostly studied simple heuristics using a test for rational expectations that allows heterogeneity of expectations we find that we cannot reject rationality for about 40 of subjects more than 20 of subjects are also best described by adaptive learning models where they behave like econometricians and update their model estimates every period however rather than using a single forecasting model switching between models describes their behavior better switching is more likely to occur when experimental economy is in a recession

on information and market dynamics the case of the u s beef market abstract the paper investigates the nature of dynamic prices and expectations in a competitive market the approach is applied to the u s beef market which exhibits cyclical patterns and significant biological lags in the production process beef price equations are estimated under different expectation regimes the empirical results indicate the presence of heterogeneous price expectations with a significant number of market participants neglecting information about the existence of a beef cycle

sticky information and model uncertainty in survey data on inflation expectations abstract this paper compares three reduced form models of heterogeneity in survey inflation expectations on the one hand we specify two models of forecasting inflation based on limited information flows of the type developed in mankiw and reis 2002 sticky information versus sticky prices a proposal to replace the new keynesian phillips curve quarterly journal of economics 117 4 1295 1328 we present maximum likelihood results that suggests a sticky information model with a time varying distribution structure is consistent with the michigan survey of inflation expectations we also compare these sticky information models to the endogenous model uncertainty approach in branch 2004 the theory of rationally heterogeneous expectations evidence from survey data on inflation expectations economic journal 114 497 non parametric evidence suggests that models which allow the degree of heterogeneity to change over time provide a better fit of the data

heterogeneity learning and information stickiness in inflation expectations in this paper we propose novel techniques for the empirical analysis of adaptive learning and sticky information in inflation expectations these methodologies are applied to the distribution of households inflation expectations collected by the university of michigan survey research center to account for the evolution of the cross section of inflation forecasts over time and measure the degree of heterogeneity in private agents forecasts we explore time series of percentiles from the empirical distribution our results show that heterogeneity is pervasive in the process of inflation expectation formation we identify three regions of the distribution that correspond to different underlying mechanisms of expectation formation a static or highly autoregressive region on the left hand side of the median a nearly rational region around the median and a fraction of forecasts on the right hand side of the median formed in accordance with adaptive learning and sticky information

news on inflation and the epidemiology of inflation expectations this paper examines the nexus between news coverage on inflation and households inflation expectations in doing so we test the epidemiological foundations of the sticky information model carroll 2003 2006 we use both aggregate and household level data from the survey research center at the university of michigan we highlight a fundamental disconnection among news on inflation consumers frequency of expectation updating and the accuracy of their expectations our evidence provides at best weak support to the epidemiological framework as most of the consumers who update their expectations do not revise them toward professional forecasters mean forecast