bulls bears and market sheep abstract a deterministic excess demand model of stock market behavior is presented that generates stochastically fluctuating prices and randomly switching bear and bull markets

market behavior in bid offer and double auctions abstract this study examines the robustness of the previously observed smith 1964 differences in market behavior between double auctions both buyers and sellers may enter price quotes bid auctions only buyers may enter price quotes and offer auctions only sellers may enter price quotes based on the results of twenty one market experiments we find little support for the a priori hypothesis that bid auction prices tend to be greater than double auction prices which tend to be greater than offer auction prices

the income elasticity of non point source air pollutants revisiting the environmental kuznets curve abstract this paper examines the income pollution relationship for three non point source pollutants in 1990 ambient concentrations reported at monitors throughout the us are regressed on median household income and other socio economic variables for the census tracts in which the monitors were located contrary to earlier studies a u shaped relationship is obtained

the effects of rent asymmetries in posted offer markets abstract we report the results of six posted offer market experiments designed to analyze the effects of asymmetric supply and demand configurations on the price convergence path to competitive equilibrium the posted offer experiments are compared with twelve double auction experiments reported by smith and williams 1982 results differ markedly across trading institutions unlike trading under double auction rules we cannot reject the proposition that contract price convergence paths are unaffected by the distribution of consumer and producer surplus posted offer contract prices tend to converge to the competitive equilibrium from above regardless of the distribution of the exchange surplus

a parametrization of the auction design space abstract we present an extensive breakdown of the auction design space that captures the essential similarities and differences of many auction mechanisms in a format more descriptive and useful than simple taxonomies this parametrization serves as an organizational framework in which to classify work within the field and uncovers parameter combinations corresponding to novel mechanisms the structured characterization of auction rules can be exploited for the modular design of configurable auction servers it also facilitates the communication of auction rules to software agents enabling the automation of flexible market based negotiation journal of economic literature classification numbers c70 d44

the effects of rent asymmetries in experimental auction markets abstract we report the results of twelve double auction market experiments designed to analyze the effects of asymmetric induced supply and demand configurations on the price convergence path toward a competitive equilibrium the proposition convergence bias that prices tend to approach the competitive equilibrium from above below when consumer surplus is greater less than producer surplus cannot be rejected we do however reject the proposition convergence symmetry that these convergence biases are of equal absolute magnitude excesses of producer over consumer surplus are found to have a more pronounced effect on the sequence of contract prices

the effects of nonstationarities on performance in call markets abstract this experiment investigates the responsiveness of laboratory call markets to repetitive systematic shocks in underlying demand or supply conditions results of nine call markets conducted under three treatment conditions are compared with nine previously reported double auctions the informationally sparse call auctions perform no worse than the double auctions allocative efficiency is similar across institutions and call markets appear to track underlying equilibrium price movements more accurately than double auctions

gender differences in the allocation of assets in retirement savings plans in 1995 40 percent of working men and 32 percent of working women were covered by a defined contribution dc plan a distinguishing characteristic of these plans is that workers can generally choose how their assets are invested using data from the 1992 and 1995 surveys of consumer finances scf this paper examines whether workers differ systematically by gender in the allocation of assets in dc plans previous researchers have reported that many workers tend to invest their retirement assets too conservatively and in particular that women are less likely than men to invest in risky assets such as stocks in the presence of an equity premium a lower propensity by women to invest in stocks could translate into large differences in the accumulation of financial wealth for retirement we establish that gender differences in investment decisions exist though they are more complicated than previous studies have suggested we show that these differences are not completely explained by differences in individual or household characteristics a few studies have examined gender differences in investment decisions vickie l bajtelsmit and jack l vanderhei 1997 richard p hinz et al 1997 these studies use administrative data and report that women tend to invest their retirement funds in less risky vehicles than men michael haliassos and carol c bertaut 1995 use the 1983 scf to examine why such a large fraction of households do not own any stock they report that gender does not have a significant effect on the probability of owning stock though gender differences are not the focus of their paper what these data sources lack haliassos and bertaut being the exception is a rich set of demographic and other variables on households that theory predicts should affect investment behavior this paper adds to the literature by examining gender differences in investment decisions conditioning on such variables the results highlight the importance of including marital status risk aversion measures and the portfolio of assets held outside dc plans when examining gender differences in investment decisions in these plans

thar she bursts reducing confusion reduces bubbles to explore why bubbles frequently emerge in the experimental asset market model of smith suchanek and williams 1988 we vary the fundamental value process constant or declining and the cash to asset value ratio constant or increasing we observe high mispricing in treatments with a declining fundamental value while overvaluation emerges when coupled with an increasing c a ratio a questionnaire reveals that the declining fundamental value process confuses subjects as they expect the fundamental value to stay constant running the experiment with a different context stocks of a depletable gold mine instead of stocks significantly reduces mispricing and overvaluation as it reduces confusion jel c91 d14 g11 g12

trade finance specialization and synchronization i investigate the determinants of business cycle synchronization across regions the linkages between trade in goods financial openness specialization and business cycle synchronization are evaluated in the context of a system of simultaneous equations the main results are as follows i specialization patterns have a sizable effect on business cycles most of this effect is independent of trade or financial policy but directly reflects differences in gdp per capita ii a variety of measures of financial integration suggest that economic regions with strong financial links are significantly more synchronized even though they also tend to be more specialized iii the estimated role of trade is closer to that implied by existing models once intra industry trade is held constant the results obtain in a variety of data sets measurement strategies and specifications they relate to a recent strand of international business cycle models with incomplete markets and transport costs and on the empir

anxiety and technological change explaining the inverted u curve of sulphur dioxide emissions in late 20th century finland abstract this article examines the linkage between per capita gdp and sulphur dioxide emissions for one single country in this case finland the narrow approach together with a combination of a historical and economical approach enables us to cut deeper into the controversial environmental kuznets curve hypothesis we found the main reasons for a downturn in sulphur emissions to be technological development and anxiety about possible environmental damage and economic costs related to that it can be discussed whether our results refute the environmental kuznets curve or just show possible ways in which the environmental kuznets curve is achieved nevertheless our case study casts some serious doubt on the most straightforward assumption coming out from the ekc that economic growth would automatically solve environmental problems we claim that the causal connection might also go in an opposite direction proper environmental standards and conservation comprise a necessary condition for economic growth in the long run

convergence to nonstationary competitive equilibria an experimental analysis abstract this paper reports the results of 26 posted offer and double auction markets examining the effect of systematic supply and or demand nonstationarities on market performance and dynamic adjustment paths to the competitive equilibria both the trading institution and the source of the nonstationarity are found to affect the ability of markets to track the competitive equilibrium although some posted offer markets track the competitive equilibrium price as well as comparable double auctions posted offer markets consistently exhibit lower efficiency the inability of the posted offer trading institution to track demand based market shocks is particularly striking

bubbles crashes and endogenous expectations in experimental spot asset markets1 spot asset trading is studied in an environment in which all investors receive the same dividend from a known probability distribution at the end of each of t 15 or 30 trading periods fourteen of twenty two experiments exhibit price bubbles followed by crashes relative to intrinsic dividend value when traders are experienced this reduces but does not eliminate the probability of a bubble the regression of changes in mean price on lagged excess bids number of bids minus the number of offers in the previous period p pt a f b 1 o l supports the hypothesis that a e d the one period expected value of the dividend and that f 0 where excess bids is a surrogate measure of excess demand arising from homegrown capital gains losses expectations thus when bt 1 o goes to zero we have convergence to rational expectations in the sense of fama 1970 that arbitrage becomes unprofitable the observed bubble phenomenon can also be interpreted as a form of temporary myopia tirole 1982 from which agents learn that capital gains expectations are only temporarily sustainable ultimately inducing common expectations or priors tirole 1982 four of twenty six experiments all using experienced subjects yield outcomes that appear to the chart s eye to converge early to rational expectations although even in these cases we get 0 and small price fluctuations of a few cents that invite scalping

cognitive ability and earnings performance evidence from double auction market experiments abstract our goal in this paper is to understand how heterogeneity in people s cognitive ability leads to different market behavior and thus different market performance to do this subjects with heterogeneous working memory capacity wmc were placed in a double auction environment to compete against artificial traders we considered two treatments which differ in the artificial traders the artificial traders are truth telling in the first treatment but demonstrate adaptive trading behavior in the second one our results show that working memory capacity has a significantly positive effect on subjects market performance and the performance gap caused by cognitive ability while narrowing over time remains significant by the end of experiment we find that differences in subjects performance resulted from their behavior high wmc subjects were better at exploiting extra profit opportunities and avoiding unprofitable transactions and they tended to underbid more than those with lower wmc among the five constituent abilities of wmc we find that it is distinctive abilities which contribute to the overall significance in these two treatments for the treatment involving truth telling traders the relevant factor is the ability of simultaneous processing and storing information whereas for the treatment involving adaptive traders the only one that matters is subjects ability to coordinate elements into structures

asset price and wealth dynamics in a financial market with heterogeneous agents abstract this paper considers a discrete time model of a financial market with one risky asset and one risk free asset where the asset price and wealth dynamics are determined by the interaction of two groups of agents fundamentalists and chartists in each period each group allocates its wealth between the risky asset and the safe asset according to myopic expected utility maximization but the two groups have heterogeneous beliefs about the price change over the next period the chartists are trend extrapolators while the fundamentalists expect that the price will return to the fundamental we assume that investors optimal demand for the risky asset depends on wealth as a result of crra utility a market maker is assumed to adjust the market price at the end of each trading period based on excess demand and on changes of the underlying reference price the model results in a nonlinear discrete time dynamical system with growing price and wealth processes but it is reduced to a stationary system in terms of asset returns and wealth shares of the two groups it is shown that the long run market dynamics are highly dependent on the parameters which characterize agents behaviour as well as on the initial condition moreover for wide ranges of the parameters a locally stable fundamental steady state coexists with a stable non fundamental steady state or with a stable closed orbit where only chartists survive in the long run such cases require the numerical and graphical investigation of the basins of attraction other dynamic scenarios include periodic orbits and more complex attractors where in general both types of agents survive in the long run with time varying wealth fractions

using survey data to test standard propositions regarding exchange rate expectations survey data provide a measure of exchange rate expectations superior to the forward rate in that no risk premium interferes we estimate extrapolative adaptive and regressive models of expectations static or random walk expectations and bandwagon expectations are rejected current appreciation generates the expectation of future depreciation because variables other than the contemporaneous spot rate receive weight in comparing expectations to the process governing the spot rate we find statistically significant bias no variable is as ubiquitous in international financial theory and yet as elusive empirically as investors expectations regarding exchange rates in the past expectations have been modeled in an ad hoc way often by using the forward exchange rate there is however a serious problem with using the forward discount as the measure of the expected change in the exchange rate in that the two may not be equal the gap that may separate the forward discount and expected depreciation is generally interpreted as a risk premium most of the large empirical literature testing the unbiasedness of the forward exchange rate for example has found it necessary either arbitrarily to assume away the existence of the risk premium if the aim

empirical analysis of national income and so2 emissions in selected european countries the linkage between per capita gdp and sulfur emissions for 12 western european countries was analyzed over a period of more than 150 years the analysis also looked at the impact of air pollution regulations on the shape of the income pollution relationship at both the aggregate and country levels we find an inverted u shaped relationship and the estimated turning points of most countries are plausible in addition environmental regulations are found to lower the ekc and they can also shift the turning point of the curve in some cases the shift is to the left and in a few to the right

are external shocks responsible for the instability of output in low income countries external shocks such as commodity price fluctuations natural disasters and the role of the international economy are often blamed for the poor economic performance of low income countries the author quantifies the impact of these different external shocks using a panel vector autoregression var approach and compares their relative contributions to output volatility in low income countries vis a vis internal factors he finds that external shocks can only explain a small fraction of the output variance of a typical low income country internal factors are the main source of fluctuations from a quantitative perspective the output effect of external shocks is typically small in absolute terms but significant relative to the historic performance of these countries

exploring the environmental kuznets hypothesis theoretical and econometric problems focussing on the prime example of co2 emissions we discuss several important theoretical and econometric problems that arise when studying environmental kuznets curves ekcs an ekc refers to an inverse u shaped relationship between a pollutant and economic activity the dominant theoretical approach is given by integrated assessment modelling which consists of economic models that are combined with environmental impact models we critically evaluate the aggregation model dynamics and calibration aspects and their implications for the validity of the results we then turn to a discussion of several important econometric problems that go almost unnoticed in the literature the most fundamental problems relate to nonlinear transformations of nonstationary regressors and in a nonstationary panel context to neglected cross sectional dependence we discuss the implications of these two major and some minor problems that arise in the econometric analysis of kuznets curves our discussion shows that ekc modelling as performed to date is subject to major drawbacks at both the theoretical and the econometric level

cognitive abilities and portfolio choice we study the relation between cognitive abilities and stockholding using the recent survey of health ageing and retirement in europe share which has detailed data on wealth and portfolio composition of individuals aged 50 in 11 european countries and three indicators of cognitive abilities mathematical verbal fluency and recall skills we find that the propensity to invest in stocks is strongly associated with cognitive abilities for both direct stock market participation and indirect participation through mutual funds and retirement accounts since the decision to invest in less information intensive assets such as bonds is less strongly related to cognitive abilities we conclude that the association between cognitive abilities and stockholding is driven by information constraints rather than by features of preferences or psychological traits

competitive blind spots and the cyclicality of investment experimental evidence we report laboratory experiments investigating the cyclicality of profit enhancing investment in a competitive environment in our setting optimal investment is counter cyclical when investment costs fall following market downturns however we do not observe counter cyclical investment instead we see much less strategic behavior than our rational investment model anticipates our participants exhibit what porter 1980 terms a competitive blind spot and heuristic investment models where individuals invest a fixed percentage of their liquidity or a fixed percentage of anticipated market demand better fit our data than does optimal investment we also report a control treatment without cost changes and a treatment with asymmetric investment liquidity both of these extensions support our main result

judgemental overconfidence self monitoring and trading performance in an experimental financial market we measure the degree of overconfidence in judgment in the form of miscalibration i e the tendency to overestimate the precision of one s information and self monitoring a form of attentiveness to social cues of 245 participants and also observe their behaviour in an experimental financial market under asymmetric information miscalibrated traders underestimating the conditional uncertainty about the asset value are expected to be especially vulnerable to the winner s curse high self monitors are expected to behave strategically and achieve superior results our empirical results show that miscalibration reduces and self monitoring enhances trading performance the effect of the psychological variables is strong for men but non existent for women

toward a new conception of the environment competitiveness relationship accepting a fixed trade off between environmental regulation and competitiveness unnecessarily raises costs and slows down environmental progress studies finding high environmental compliance costs have traditionally focused on static cost impacts ignoring any offsetting productivity benefits from innovation they typically overestimated compliance costs neglected innovation offsets and disregarded the affected industry s initial competitiveness rather than simply adding to cost properly crafted environmental standards can trigger innovation offsets allowing companies to improve their resource productivity shifting the debate from pollution control to pollution prevention was a step forward it is now necessary to make the next step and focus on resource productivity

market power and the institutional asymmetry of the posted offer trading institution abstract this paper reports a series of market experiments examining the conjecture that the institutional asymmetry inherent in posted offer pricing can suppress the exercise of market power by the non posting side of the market the data clearly support this conjecture if market power is defined as a unilateral incentive to manipulate the market price via strategic quantity withholding

do women shy away from competition do men compete too much we examine whether men and women of the same ability differ in their selection into a competitive environment participants in a laboratory experiment solve a real task first under a noncompetitive piece rate and then a competitive tournament incentive scheme although there are no gender differences in performance men select the tournament twice as much as women when choosing their compensation scheme for the next performance while 73 percent of the men select the tournament only 35 percent of the women make this choice this gender gap in tournament entry is not explained by performance and factors such as risk and feedback aversion only playa negligible role instead the tournament entry gap is driven by men being more overconfident and by gender differences in preferences for performing in a competition the result is that women shy away from competition and men embrace it

the impact of heterogeneous trading rules on the limit order book and order flows in this paper we develop a model of an order driven market where traders set bids and asks and post market or limit orders according to exogenously fixed rules agents are assumed to have three components to the expectation of future asset returns namely fundamentalist chartist and noise trader furthermore agents differ in the characteristics describing these components such as time horizon risk aversion and the weights given to the various components the model developed here extends a great deal of earlier literature in that the order submissions of agents are determined by utility maximisation rather than the mechanical unit order size that is commonly assumed in this way the order flow is better related to the ongoing evolution of the market for the given market structure we analyze the impact of the three components of the trading strategies on the statistical properties of prices and order flows and observe that it is the chartist strategy that is mainly responsible of the fat tails and clustering in the artificial price data generated by the model the paper provides further evidence that large price changes are likely to be generated by the presence of large gaps in the book

the emergence of regional business cycle in africa a reality or myth a bayesian dynamic factor model analysis this paper examines the evolution and the underlying forces of the business cycle co movements among seven african a 7 countries over the period 1970 2016 these countries accounted for over 60 of regional gdp have abundant natural resources access to the global capital market and widely viewed as potential drivers of regional or african business cycle we model the national business cycle using real output consumption and investment we employ a dynamic factor model to decompose fluctuations in these macro variables into a regional country specific and idiosyncratic components using bayesian methods we also analyse the relative importance of some notable drivers of business cycle fluctuations found in the literature we find that the idiosyncratic component is dominating cyclical fluctuations in the a 7 countries while country specific and regional factors play a negligible role suggesting the inexistence of a common regional cycle despite deepening intra african trade among the driving variables the terms of trade shocks exert greater influence on the a 7 business cycle while exchange rate movements and changes in money supply explain sizeable fluctuations in consumption and investment in most of the a 7 countries shocks associated with changes in relative domestic oil prices monetary and fiscal policies cause large output fluctuations

the hayek hypothesis in experimental auctions institutional effects and market power the hayek hypothesis in experimental auctions institutional effects and market power we report twelve market experiments utilizing a seller market power supply and demand structure where two of five sellers can unilaterally increase their profit by withholding supply the data indicate that both the double auction and posted offer institutions result in traders extracting the bulk of the potential gains from exchange in the market however prices generally occur above the competitive equilibrium prediction market power in the form of strategic supply withholding does not appear to be responsible for the supra competitive prices i introduction one important result arising from experimental market research is that the information flows and contracting rules which define the institutional structure of a market can exert a pronounced influence on market performance such institutional features may be more important than some traditional structural characteristics in determining whether market outcomes will correspond to the predictions of the competitive model in particular a large and growing body of experimental data suggests that markets can generate efficient outcomes even when there are a relatively small number of buyers and sellers with incomplete information on the underlying structure of the market based on evidence from a wide variety of experimental double auction markets vernon smith 1982 167 has expressed this more formally as the hayek hypothesis markets economize on information in the sense that strict privacy together with the public messages of the market are sufficient to produce efficient ce competitive equilibrium outcomes in this statement however the notion of an efficient ce outcome could be interpreted as 1 a simple efficiency claim that all exchange surplus will be extracted or 2 a price claim that all exchange surplus will be extracted via trades at the competitive equilibrium price a recent study by holt langan and villamil 1986 hereafter hlv examines the validity of the hayek hypothesis using the double auction institution and a market structure designed to provide a rather difficult test for the competitive model hlv s market power design provides a subset of sellers with an incentive to unilaterally generate a price increase via the strategic withholding of supply the resulting price deviation from the competitive equilibrium is substantial but results in a relatively small loss of market efficiency thus the price interpretation of the hayek hypothesis is violated in this design if holders of market power recognize their position and successfully affect prices to their advantage the efficiency interpretation however will still hold approximately even with the successful exercise of market power in fact the price interpretation of the hayek hypothesis tends to break down in hlv s markets but the efficiency interpretation tends to hold hlv report deviations from the competitive equilibrium price consistent with the exercise of market power in three of five seller market power experiments they also conjecture that deviations from the competitive equilibrium may increase as participants become more experienced with the trading institution this paper reports the results of twelve experiments that build on hlv s research our experiments compare market performance in hlv s seller market power smp design using both the double auction and posted offer trading institutions our purpose in conducting these experiments is twofold first we are interested in examining the effects of changes in trading institutions on deviations from the competitive equilibrium price in the smp design second to the extent that competitive equilibrium price deviations are observed we are interested in assessing whether the exercise of market power in the form of strategic withholding is the source of these deviations

iq and stock market participation stock market participation is monotonically related to iq controlling for wealth income age and other demographic and occupational information the high correlation between iq and participation exists even among the affluent supplemental data from siblings studied with an instrumental variables approach and regressions that control for family effects demonstrate that iq s influence on participation extends to females and does not arise from omitted familial and nonfamilial variables high iq investors are more likely to hold mutual funds and larger numbers of stocks experience lower risk and earn higher sharpe ratios we discuss implications for policy and finance research

a test for parameter homogeneity in co2panel ekc estimations this paper casts doubt on empirical results based on panel estimations of an inverted u relationship between per capita gdp and pollution using a new dataset for oecd countries on carbon dioxide emissions for the period 1960 1997 we find that the crucial assumption of homogeneity across countries is problematic decisively rejected are model specifications that feature even weaker homogeneity assumptions than are commonly used furthermore our results challenge the existence of an overall environmental kuznets curve for carbon dioxide emissions

money as a medium of exchange in an economy with artificially intelligent agents abstract we study the exchange economies of kiyotaki and wright 1989 in which agents must use a commodity or fiat money as a medium of exchange if trade is to occur our agents are artificially intelligent and are modeled as using classifier systems to make decisions in the assignment of credit within the classifier systems we introduce some innovations designed to study sequential decision problems in a multi agent environment for most economies that we have simulated trading and consumption patterns converge to a stationary nash equilibrium even if agents start with random rules in economies with multiple equilibria the only equilibrium that emerges in our simulations is the one in which goods with low storage costs play the role of medium of exchange i e the fundamental equilibrium of kiyotaki and wright

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

markups in double auction markets abstract we study the continuous double auction cda market with simulated traders using three simple markup rules relative to analytic results obtained for markups in the simpler call market cm we find that uniform cda markups have a more complex and non monotonic impact on cda market outcomes such as price volume and efficiency the symmetric nash equilibrium markup in the cda is remarkably close to the most efficient markup in thick markets which may partially explain the mysterious efficiency for cda market

a comparison of posted offer and double auction pricing institutions this paper presents an experimental study of a computerized posted offer pricing mechanism that captures many of the basic institutional features of retail exchange in the u s posted offer market performance is evaluated relative to double auction market performance using two supply and demand designs subject experience with the trading mechanism is explicitly considered as an experimental treatment variable the market data suggest that prices tend to be higher and efficiency lower under posted offer pricing relative to double auction however the institutional effect appears to interact with other design conditions when feasible the predictive power of competitive nash and limit price theoretic equilibria are empirically evaluated

explaining the great moderation it is not the shocks this paper shows that the explanation of the decline in the volatility of gdp growth since the mid eighties is not the decline in the volatility of exogenous shocks but rather a change in their propagation mechanism

a model of learning and emulation with artificial adaptive agents we study adaptive learning in a sequence of overlapping generations economies in which agents live for n periods agents initially have heterogeneous beliefs and form multi step ahead forecasts using a forecast rule chosen from a vast set of candidate rules agents learn in every period by creating new forecast rules and by emulating the forecast rules of other agents computational experiments show that systems so defined can yield three qualitatively different types of long run outcomes 1 coordination on a low inflation stationary perfect foresight equilibrium 2 persistent currency collapse and 3 coordination failure within the allotted time frame

advance production in experimental markets the effects of advance production in posted offer and double auction markets are investigated previously observed differences between these institutions in mean contract prices and in the distribution of producers and consumers surpluses under the production to demand condition disappear when sellers make output decisions and incur production costs prior to the start of trading the double auction institution remains more efficient under advance production the results suggest that the differential effects of alternative trading institutions on market outcomes may be partially offset by the production conditions characterizing a market

price formation in double auctions abstract we develop a model of information processing and strategy choice for participants in a double auction sellers in this model form beliefs that an offer will be accepted by some buyer similarly buyers form beliefs that a bid will be accepted these beliefs are formed on the basis of observed market data including frequencies of asks bids accepted asks and accepted bids then traders choose an action that maximizes their own expected surplus the trading activity resulting from these beliefs and strategies is sufficient to achieve transaction prices at competitive equilibrium and complete market efficiency after several periods of trading journal of economic literatureclassification numbers d41 d44 d8

selection bias demographic effects and ability effects in common value auction experiments inexperienced women along with economics and business majors are much more susceptible to the winner s curse as are subjects with lower sat act scores there are strong selection effects in bid function estimates for inexperienced and experienced subjects due to bankruptcies and bidders who have lower earnings returning less frequently as experienced subjects these selection effects are not identified using standard econometric techniques but are identified through experimental treatment effects ignoring these selection effects leads to misleading estimates of learning

the informational efficiency of experimental asset markets a fundamental difficulty in devising any test of general efficient market hypotheses is the specification of the relevant public and private information sets of traders without a consensus as to reasonable empirical specifications tests of the hypotheses remain minimal or controversial in this study we examine the efficiency of experimental asset markets in which one may unambiguously identify the public and private information sets of traders we focus on how market efficiency is affected by the presence of futures markets in settings that incorporate different types of uncertainty and inside information our experimental results support four conclusions 1 market outcomes tend to evolve toward strong form informationally efficient equilibria whether or not futures markets and or event uncertainty are present 2 the presence of futures markets clearly stabilizes spot prices 3 the presence of futures markets tends to speed the evolution of asset markets to more efficient equilibria where there

revisiting the revisited terms of trade will china make a difference in challenging the conventional wisdom at the time singer and prebisch posited a number of explanations for declining terms of trade of developing economies including both country and product specific factors over the past decade we have begun to witness a simultaneous process of price differentiation within commodities with the prices of some commodities increasing and within manufacturing with the price of many manufactures falling these price changes may reverse the decline in the terms of trade of commodity producers the entry of china into the global market has played an important role in this augmenting the demand for many hard commodities its role as an exporter of manufactures coupled with concentration in global buying may undermine the prices of many manufactures

nonspeculative bubbles in experimental asset markets lack of common knowledge of rationality vs actual irrationality we report the results of an experiment designed to study the role of speculation in the formation of bubbles and crashes in laboratory asset markets in a setting in which speculation is not possible bubbles and crashes are observed the results suggest that the departures from fundamental values are not caused by the lack of common knowledge of rationality leading to speculation but rather by behavior that itself exhibits elements of irrationality much of the trading activity that accompanies bubble formation in markets where speculation is possible is due to the fact that there is no other activity available for participants in the experiment

heterogeneous expectations and speculative behavior in a dynamic multi asset framework abstract this paper develops a dynamic model of a financial market where heterogeneous agents invest among multiple risky assets and a risk free asset under a market maker scenario particular attention is paid to the case of two risky assets and two agent types fundamentalists and trend chasers whose beliefs on both first and second moments of the conditional distribution of returns are based on past observations conditions for the stability of the fundamental equilibrium are established and the effect of the correlation between the risky assets is examined it turns out that investors anticipated correlation and dynamic portfolio diversification do not always have a stabilizing role but rather may act as a source of complexity in the financial market

the use of technical analysis in the foreign exchange market abstract technica or chartist analysis of financial markets involves providing forecasts or trading advice on the basis of largely visual inspection of past prices without regard to any underlying economic or fundamental analysis this paper reports the results of a questionnaire survey conducted on behalf of the bank of england among chief foreign exchange dealers based in london in november 1988 amongst other findings it is revealed that at least 90 per cent of respondents place some weight on this form of non fundamental analysis when forming views at one or more time horizons there is also a skew towards reliance on technical as opposed to fundamentalist analysis at shorter horizons which becomes steadily reversed as the length of horizon considered is increased a very high proportion of chief dealers view technical and fundamental analysis as complementary forms of analysis and a substantial proportion suggest that technical advice may be self fulfilling jel f31

information bilateral negotiations and worker recruitment this paper studies experimentally how firms choose between using a centralized market and bilateral negotiations to recruit new personnel in the market firms interact with several workers but do not have information about workers behavior in the past in the bilateral negotiations firms negotiate bilaterally with prospective workers and learn about workers performance in previous jobs we show that the interaction between social preferences the incompleteness of contracts and the existence of information about a worker s past performance provides an explanation for firms forgoing market opportunities and bilaterally negotiating with a worker we observe that approximately 30 of all job contracts were bilaterally negotiated when these contracts are incomplete as opposed to only 10 when contracts were complete the surplus from trade is higher when incomplete contracts can be bilaterally negotiated which can be attributed to the presence of information

foreign exchange rate expectations micro survey data this paper analyzes the panel data of biweekly surveys on the yen dollar exchange rate expectations of forty four institutions for two years and contains four major findings first market participants are heterogeneous that is significant individual effects exist in their expectation formation second the individual effects have a characteristic of wishful expectations exporters expect yen depreciation and importers expect yen appreciation relative to others third many violate the rational expectations hypothesis fourth forecasts with long horizons show less yen appreciation than those with short horizons cross equation constraints implied by the consistency of the forecast term structure are strongly rejected in the data copyright 1990 by american economic association

heterogeneous expectations and tests of efficiency in the yen dollar forward exchange rate market this paper examines the efficiency of the forward yen dollar market using micro survey data conventional tests of unbiasedness do not correspond directly to the zero profit condition instead we use the survey data to calculate potential profits of individual forecasters based on a natural trading rule we find that although the survey data are not the best predictor of future spot rates in terms of typical mean square forecast error criteria the survey data can be used to obtain on average positive profits however these profits are small and highly variable similar results are found when we examine profits generated by a trading rule using regression forecasts the profits are found to be correlated with risk type variables but not other available information

varieties of agents in agent based computational economics a historical and an interdisciplinary perspective in this paper we trace four origins of agent based computational economics ace namely the markets origin the cellular automata origin the tournaments origin and the experiments origin along with this trace we examine how these origins have motivated different concepts and designs of agents in ace which starts from the early work on simple programmed agents randomly behaving agents zero intelligence agents human written programmed agents autonomous agents and empirically calibrated agents and extends to the newly developing cognitive agents psychological agents and culturally sensitive agents the review also shows that the intellectual ideas underlying these varieties of agents cross several disciplines which may be considered as a part of a general attempt to study humans and their behavior with an integrated interdisciplinary foundation

spillovers to low income countries importance of systemic emerging markets this article documents the expanding economic linkages between low income countries lics and a narrow group of emerging market em leaders that have become major players in international trade and financial flows var models show that these linkages have increased the share of growth volatility that can be attributed to foreign shocks in lics dynamic panel models further analyse the impact of lic trade orientation and production structure on the sensitivity to foreign shocks the empirical results demonstrate that the elasticity of growth to trading partners growth is high for lics in three out of the five regions asia latin america and the caribbean and europe and central asia however for commodity exporting lics in sub saharan africa and the middle east terms of trade shocks and demand from the em leaders are the main channels of transmission of foreign shocks

allocative efficiency of markets with zero intelligence traders market as a partial substitute for individual rationality we report market experiments in which human traders are replaced by zero intelligence programs that submit random bids and offers imposing a budget constraint i e not permitting traders to sell below their costs or buy above their values is sufficient to raise the allocative efficiency of these auctions close to 100 percent allocative efficiency of a double auction derives largely from its structure independent of traders motivation intelligence or learning adam smith s invisible hand may be more powerful than some may have thought it can generate aggregate rationality not only from individual rationality but also from individual irrationality

a simple testable model of double auction markets abstract we propose a model of price formation in double auction markets which employs the strong simplifying assumption that agents neglect strategic feedback effects and regard themselves as playing a game against nature agents otherwise are strict expected utility maximizers employing bayesian updating procedures we prove the optimality of simple aggressive reservation price strategies in our general model and propose a parametric form that yields very detailed and computable predictions of market behavior

is financial instability male driven gender and cognitive skills in experimental asset markets abstract the hypothesis that price stability would reliably increase with the fraction of women operating in financial markets has been frequently suggested in policy discussions to test this hypothesis we conducted 10 male only 10 female only and 10 mixed gender experimental asset markets and compared the effects of gender composition confidence risk attitude and cognitive skills male and female markets have comparable volatility and deviations from fundamentals whereas mixed gender markets are substantially more stable on the other hand higher average cognitive skills of the group are associated with reduced market volatility individual level analysis shows that subjects with higher cognitive skills trade at prices closer to fundamental values and earn significantly higher profits similarly mixed markets exhibit lower mispricing particularly for traders with lower cognitive skills our results are demonstrated to hold in other experimental asset market studies suggesting that a mixed gender composition reduces mispricing across different types of asset markets

an ekc pattern in historical perspective carbon dioxide emissions technology fuel prices and growth in sweden 1870 1997 the environmental kuznets curve ekc has been subject to research and debate since the early 1990s this articleexamines the inverted u trajectory of swedish co2 emissions during an extended time

futures markets cognitive ability and mispricing in experimental asset markets we study the effect of a futures market in which contracts maturing in the last period of the life of the asset can be traded our experiment has two treatments one in which a spot market operates on its own and a second treatment in which a spot and a futures market are active simultaneously futures markets lower spot prices but increase price volatility the futures markets themselves exhibit considerable overpricing individuals with higher cognitive reflection test crt scores achieve greater earnings and tend to sell in the overpriced futures market while traders with lower crt scores make purchases in the futures market greater average crt score among a group of traders is associated with better price discovery when no futures market is present but there is no such relationship in the presence of a futures market modified measures of crt which take into account different types of incorrect responses are introduced

a review of bubbles and crashes in experimental asset markets this paper discusses the literature on bubbles and crashes in the most commonly used experimental asset market design introduced by smith et al it documents the main findings based on the results from 41 published papers 3 book chapters and 20 working papers

papers in experimental economics on nonbinding price controls in a competitive market interest in the effect of nonbinding price controls on double auction markets stems from two primary considerations the double auction institution converges to a competitive allocation more rapidly and with fewer participating agents than any other institution with which it has been compared see smith et al one way to improve our understanding of this important property is to determine what conditions if any can interfere with or retard this convergence process nonbinding price controls represent a condition that may affect this convergence process hence if such effects can be documented they will provide a body of data that any future proposed model of the double auction process should be able to explain a second reason for studying the effect of nonbinding controls on the double auction is practical the organized commodity exchanges often set limits on price fluctuations during any single day when prices at any point during a day rise above qr fall below the closing prices of the preceding day by more than the amount of the limit no further trading for that day is permitted walter labys p 162 consequently commodity trading frequently occurs at prices near the level of nonbinding price floors or ceilings mark issac and charles plott report the results of twelve exploratory experiments in which various price control constraints are imposed on double auction markets their two principal conclusions can be summarized as follows 1 the hypothesis is rejected that nonbinding price controls that is price ceilings above or price floors below the competitive equilibrium ce will serve as a focal point or signalling price on which sellers and buyers will key their contracts 2 inconclusive evidence is presented in support of the hypothesis that nonbinding controls near the ce will bias prices below ce when there is a price ceiling and above ce when there is a price floor support for this second hypothesis is not conclusive because some experimental markets show a tendency to converge from below and others from above depending upon the relative bargaining strength of buyers as against sellers thus sampling variation among subjects can yield a group in which buyers sellers are able to make contracts at an average price below above ce for several periods of trading consequently in an experiment in which there is a price ceiling floor five cents above below ce and in which contract prices are observed to occur below above ce one cannot determine conclusively whether the observed effect was due to the nonbinding price control or to the bargaining characteristics of the market participants we report below an experimental design developed for the purpose of separating these confounding factors and allowing the effect of nonbinding controls to be isolated the results of sixteen experiments strongly support the hypothesis that markets with a nonbinding price ceiling floor near ce will converge from below above relative to any otherwise identifiable tendency to converge from below above an analysis of the effect of a nonbinding price ceiling floor on the distributions of bids and offers reveals the cause of this bias ceilings limit the bargaining strategies of sellers especially but also that of buyers while floors have the opposite effect thus in the absence of price controls double auction trading is characterized by a process in which sellers typically make concessions from offer prices well above ce while buyers most often concede from bid prices well below ce a price ceiling truncates seller offer prices at the ceiling requir university of arizona and indiana university respectively research support by the national science foundation is gratefully acknowledged

characterizing effective trading strategies insights from a computerized double auction tournament abstract this paper presents a comparative analysis of 30 computer trading programs that participated in a double auction tournament held at the santa fe institute in 1990 and 1991 our objective is to characterize the form of effective trading strategies in double auction markets we find that a simple rule of thumb is a highly effective and robust performer over a wide range of trading environments significantly outperforming more complex algorithms that use statistically based predictions of future transaction prices explicit optimizing principles and sophisticated learning algorithms