seasonal factors and outlier effects in rate of return on electricity spot prices in australia s national electricity market this article documents seasonal patterns and other characteristics of electricity spot prices in the australian national electricity market nem over a 7 year sample period the goal is to investigate more specifically the influence of seasonalities and outliers noted in the body of literature on electricity prices the results confirm that electricity prices exhibit significant time of day and day of week effects and monthly and yearly effects are significant to a lesser degree extremely high spikes in the price series are an important characteristic of electricity prices and are shown to be a highly significant component of returns behaviour negative prices are unusual in financial time series data but occur in australian electricity prices and are found to be influential on returns the implications of these finding are that seasonal and outlier effects should not be ignored in efforts to model electricity prices

belief disagreements and collateral constraints belief disagreements have been suggested as a major contributing factor to the recent subprime mortgage crisis this paper theoretically evaluates this hypothesis i assume that optimists have limited wealth and take on leverage so as to take positions in line with their beliefs to have a significant effect on asset prices they need to borrow from traders with pessimistic beliefs using loans collateralized by the asset itself since pessimists do not value the collateral as much as optimists do they are reluctant to lend which provides an endogenous constraint on optimists ability to borrow and to influence asset prices i demonstrate that the tightness of this constraint depends on the nature of belief disagreements optimism concerning the probability of downside states has no or little effect on asset prices because these types of optimism are disciplined by this constraint instead optimism concerning the relative probability of upside states could have significant effects on asset prices this asymmetric disciplining effect is robust to allowing for short selling because pessimists that borrow the asset face a similar endogenous constraint these results emphasize that what investors disagree about matters for asset prices to a greater extent than the level of disagreements when richer contracts are available relatively complex contracts that resemble some of the recent financial innovations in the mortgage market endogenously emerge to facilitate betting

beyond dsge models toward an empirically based macroeconomics david colander has been writing about economic methodology for over 30 years but he goes out of his way to emphasize that he does not see himself as a methodologist his pragmatic methodology is applicable to what economists are doing and attempts to answer questions that all economists face as they go about their work the articles collected in this volume are divided with the first part providing a framework underlying colander s methodology and introducing colander s methodology for economic policy within that framework part two presents colander s view on the methodology for microeconomics while part three looks at colander s methodology for macroeconomics the book closes with discussions of broader issues this abstract was borrowed from another version of this item

fishing upstream firm innovation strategy and university research alliances this paper examines how innovation strategy influences firms level of involvement with university based research our results suggest that firms with internal r d strategies more heavily weighted toward exploratory activities allocate a greater share of their r d resources to exploratory university research and develop deeper multifaceted relationships with their university research partners in addition firms with more centralized internal r d organizations spend a greater share of their r d dollars on exploratory research conducted at universities in contrast to other external partners we find evidence suggesting that universities are preferred when the firm perceives potential conflicts over intellectual property 2007 elsevier b v all rights reserved

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

animal spirits heterogeneous expectations and the amplification and duration of crises we introduce a simple equilibrium model of a market for loans households lend to firms and form expectations about their loan default probability under heterogeneous expectations with switching between forecasting strategies driven by reinforcement learning even a small fraction of pessimistic traders has a large aggregate effect causing a heterogeneous expectations risk premium i e significantly higher contract rates for loans and significantly lower output our stylized model illustrates how animal spirits and heterogeneous expectations may lead to aconfidence loss and to financial instability amplifying the magnitude of economic crises and slowing down recovery

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

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

liquidity traps learning and stagnation we examine global economic dynamics under learning in a new keynesian model in which the interest rate rule is subject to the zero lower bound under normal monetary and fiscal policy the intended steady state is locally but not globally stable large pessimistic shocks to expectations can lead to deflationary spirals with falling prices and falling output to avoid this outcome we recommend augmenting normal policies with aggressive monetary and fiscal policy that guarantee a lower bound on inflation in contrast policies geared toward ensuring an output lower bound are insufficient for avoiding deflationary spirals

a new keynesian model with heterogeneous expectations abstract within a new keynesian model we incorporate bounded rationality at the individual agent level and we determine restrictions on expectations operators sufficient to imply aggregate is and as relations of the same functional form as those under rationality this result provides dual implications the strong nature of the restrictions required to achieve aggregation serve as a caution to researchers imposing heterogeneous expectations at an aggregate level may be ill advised on the other hand accepting the necessary restrictions provides for tractable analysis of expectations heterogeneity as an example we consider a case where a fraction of agents are rational and the remainder are adaptive and find specifications that are determinate under rationality may possess multiple equilibria in case of expectations heterogeneity

inflation expectations and macroeconomic dynamics the case of rational versus extrapolative expectations the motivation of this paper is to understand the effects of coupling a macroeconomic model of inflation rate dynamics relying on an aggregate expectation to a heterogeneous expectations framework a standard macroeconomic textbook model consisting of okun s law an expectations augmented phillips curve and an aggregate demand relation is extended to allow agents the possibility of selecting between different types of forecasting strategies to predict the future inflation rate rules that have produced low prediction errors in the recent past are favored by agents here we consider trend following and rational expectations using a mixture of analytical and numerical tools we investigate the model s dynamics and discuss the conditions under which the extended model leads to endogenous fluctuations in macroeconomic variables some preliminary results are offered for the case in which a taylor like monetary policy rule is included in the model jel classification c61 c62 e31 e32

tests of rational expectations in a stark setting the authors test the hypothesis that subjects forecasts in a stark experimental setting are not predictably different than the actual process generating the data the particular process that they use is a random walk forty subjects predict realizations of random walks chosen to be consistent with the actual process generating the data the authors find that they cannot predict subjects deviations from rational expectations of the process actually generating the data for about half of the subjects the authors cannot predict the forecast errors of about 90 percent of the subjects with information actually available to them coauthors are arlington w williams raymond c battalio and timothy i mason copyright 1993 by royal economic society

competitive lending with partial knowledge of loan repayment some positive and normative analysis we study a credit market where lenders with partial knowledge of repayment use one of several criteria to make lending decisions supposing that a public authority wants to maximize the social return to borrowing we study interventions that manipulate the return on the safe asset or guarantee a minimum loan return manipulating the return on the safe asset is effective if lender beliefs about the return to lending are not too pessimistic relative to those of the authority guaranteeing a minimum return is effective if lender beliefs are not too optimistic relative to those of the authority

heterogeneous expectations in monetary dsge models this paper derives a general new keynesian framework with heterogeneous expectations by explicitly solving the micro foundations underpinning the model the resulting reduced form is analytically tractable and encompasses the representative rational agent benchmark as a special case we specify a setup in which some agents as a result of cognitive limitations make mistakes when forecasting future macroeconomic variables and update their beliefs as new information becomes available while other agents have rational expectations we then address determinacy issues related to the use of different interest rate rules and derive policy implications for a monetary authority aiming at stabilizing the economy in a dynamic feedback system in which macroeconomic variables and heterogeneous expectations co evolve over time

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

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

learning in a credit economy abstract in this paper we analyze a credit economy a la kiyotaki and moore 1997 credit cycles journal of political economy 105 211 248 enriched with learning dynamics where both borrowers and lenders need to form expectations about the future price of the collateral we find that under homogeneous learning the msv ree for this economy is e stable and can be learned by agents but when heterogeneous learning is allowed and uncertainty in terms of a stochastic productivity is added expectations of lenders and borrowers can diverge and lead to bankruptcy default on the part of the borrowers

information learning and expectations in an experimental model economy the experimental learning to forecast literature finds that subjects use simple linear backward looking models when forecasting in environments with little to no inout the economic framework we study the formation of expectations in a laboratory economy of monopolistic firms and labour unions with almost complete knowledge of the model we observe simple backward looking rules but also a considerable share of model based expectations using information on the economic structure at least for some subjects expectations are informed by theory as in the previous literature we find individual prediction rules to be heterogeneous

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

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

expectational diversity in monetary economies abstract we investigate an overlapping generations monetary economy in which expectations depend upon backward looking predictors of the future price level we use discrete choice theory to model how agents select a predictor based on its past forecast error letting the number of available predictors tend to infinity we obtain the large type limit of the system taking the large type limit dramatically reduces the number of free parameters while maintaining the expectational diversity which we argue is necessary for constructing plausible learning based models the model s dynamics are strongly influenced by the intensity of choice which measures how sensitive an agent s predictor choice is to differences in forecast errors across predictors when the intensity of choice is low the monetary steady state is stable as the intensity of choice increases and if certain parametric restrictions are met the system undergoes a hopf bifurcation in which case we document the existence of highly irregular equilibrium price paths

monetary policy expectations and commitment commitment in monetary policy leads to equilibria that are superior to those from optimal discretionary policies a number of interest rate reaction functions and instrument rules have been proposed to implement or approximate commitment policy we assess these rules in terms of whether they lead to a rational expectations equilibrium that is both locally determinate and stable under adaptive learning by private agents a reaction function that appropriately depends explicitly on private sector expectations performs particularly well on both counts