This is a collection of papers related to asset market experiments. For code to generate mispricing measures, see the bottom of this page. Suggestions are most welcome, I can be reached at opowell@gmail.com.
Also available as a spreadsheet https://docs.google.com/spreadsheets/d/1bFuI393tGRbkMXM2huncFcfafchhVLgDmT1frWVgYMc .
RECENT UPDATES
2026.10.19 (2026) Corgnet, Cornand and Hanaki, 'Trading institutions, emotional arousal, and overbidding', Journal of Economic Dynamics and Control.
2026.10.19 (2026) Corgnet, Kpegli and Magnani, 'Stocks as Lotteries? An Experimental Test of Expected Utility versus Behavioral Models', Review of Financial Studies.
2026.10.19 (2026) Ding, 'Market size, trading frictions, and selling pressure in experimental over-the-counter asset markets', Journal of Economic Dynamics and Control.
2026.10.19 (2026) Duan and Hanaki, 'An experimental analysis on cross-asset arbitrage opportunity and the law of one price', Journal of Economic Behavior & Organization.
2026.10.19 (2026) Guerci, Bottasso, Cafferata, Duchêne and Hommes, 'Learning to Forecast: A Lab-in-the-field experiment with finance professionals'.
2026.10.19 (2026) Luengo, Tucker, Xu, Scrimgeour and Zhang, 'The Role of Communication in Asset Market Experiments'.
2026.10.19 (2026) Tucker and Xu, 'Who Blows the Bubble? Smart Money and Speculative Incentives'.
2026.10.19 (2025) Akiyama, Funaki, Ishikawa, Lahav and NOUSSAIR, 'Bubbles in asset markets and the heterogeneity of beliefs', Journal of Economic Behavior & Organization.
2026.10.19 (2025) Dai, Bao and Zhu, 'Financial Reporting Regulation in the Laboratory: A Case on Earnings Management', Management Science.
2026.10.19 (2025) Hanaki and Takahashi, 'An experiment on a multi-period beauty contest game', Experimental Economics.
2026
Ackert, Mohamadean, Shehata and Veenstra, 'The impact of an autonomous AI trader on outcomes in experimental asset markets', Journal of Economic Behavior & Organization.
Alfarano, Camacho-Cuena, Colasante and Ruiz-Buforn, 'The Role of Dividends in the Emergence of Bubbles: A Learning-to-Forecast Experiment'.
Biondi, Meijer and Sooy, 'Understanding misunderstanding in experimental asset markets', Journal of Economic Behavior & Organization.
Corgnet, Cornand and Hanaki, 'Trading institutions, emotional arousal, and overbidding', Journal of Economic Dynamics and Control.
Corgnet, Kpegli and Magnani, 'Stocks as Lotteries? An Experimental Test of Expected Utility versus Behavioral Models', Review of Financial Studies.
Ding, 'Market size, trading frictions, and selling pressure in experimental over-the-counter asset markets', Journal of Economic Dynamics and Control.
Duan and Hanaki, 'An experimental analysis on cross-asset arbitrage opportunity and the law of one price', Journal of Economic Behavior & Organization.
Fang and Funaki, 'Information Asymmetry, Expectation Formation, and Speculative Dynamics in Experimental Asset Markets'.
Guerci, Bottasso, Cafferata, Duchêne and Hommes, 'Learning to Forecast: A Lab-in-the-field experiment with finance professionals'.
Luengo, Tucker, Xu, Scrimgeour and Zhang, 'The Role of Communication in Asset Market Experiments'.
Ngo, Henning, Spoon, Toma, Han, Smith and Camerer, 'Skin in the Game: Electrodermal Arousal, Expectations, and Bubbles in Experimental Asset Markets'.
Tucker and Xu, 'Who Blows the Bubble? Smart Money and Speculative Incentives'.
Wang and Funaki, 'Bonus structures and bubble formation in experimental asset markets', Journal of Behavioral and Experimental Finance.
2025
Akiyama, Funaki, Ishikawa, Lahav and NOUSSAIR, 'Bubbles in asset markets and the heterogeneity of beliefs', Journal of Economic Behavior & Organization.
Baghestanian, Lugovskyy, Puzzello and Tucker, 'Trading institutions in experimental asset markets: Theory and Evidence', European Economic Review.
Coppock, Harper and Holt, 'Teaching financial crises: A leverage experiment', Southern Economic Journal.
Dai, Bao and Zhu, 'Financial Reporting Regulation in the Laboratory: A Case on Earnings Management', Management Science.
Hanaki and Takahashi, 'An experiment on a multi-period beauty contest game', Experimental Economics.
Harper, Holt and Isaacson, 'Persistent Private Information in Experimental Asset Markets', Southern Economic Journal.
Hefti, Heinke and Schneider, 'Mental Capabilities, Heterogeneous Trading Behaviour and Performance in an Experimental Asset Market', The Economic Journal.
Herrmann-Romero, Liegl, Angerer and Stöckl, 'Golden eye — How traders focus on and select information in experimental asset markets', Journal of Behavioral and Experimental Finance.
Holzknecht, Huber, Kirchler and Neugebauer, 'Speculating in zero-value assets: The greater fool game experiment', European Economic Review.
Jiao, Koedijk and Xu, 'Green Premium or Brown Discount? Evidence from Experimental Asset Markets'.
Mikhail Anufriev, Neunhoeffer and Jan Tuinstra, 'Time pressure reduces financial bubbles: evidence from a forecasting experiment', Experimental Economics.
Sedláková and Kresta, 'How initial price history influences expectation formation in multi-asset experimental markets: An exploratory case study'.
2024
Asparouhova, Bossaerts, Rotaru, Wang, Yadav and Yang, 'Humans in charge of trading robots: the first experiment', European Finance Review.
Bin, Wang and Xu, 'An experimental test on the hypothesis of strategic uncertainty', Pacific Economic Review.
Biondi, Meijer and Sooy, 'Understanding Confusion in Asset Price Bubbles'.
Ding, Lu and Daniela Puzzello, 'The impact of search frictions in experimental asset markets: Over-the-counter versus double auction', Journal of Economic Behavior & Organization.
Duffy, Jiang and Xie, 'Pricing Indefinitely Lived Assets: Experimental Evidence', Management Science.
Heinke, Olschewski and Rieskamp, 'Experiences, demand for risky investments, and implications for price dynamics', Journal of Behavioral and Experimental Finance.
Hirota, Kusakawa, Saijo and Tanigawa, 'Informed traders, beauty contest and stock price volatility: Evidence from laboratory markets', Pacific Economic Review.
Holzmeister, Almenberg, Huber, Huber, Johannesson, Kirchler and König-Kersting, 'Replications of Experimental Asset Markets'.
Huber, Holzmeister, Johannesson, König-Kersting, Dreber, Huber and Kirchler, 'Do experimental asset market results replicate? High-powered preregistered replications of 17 claims'.
Kluger and Sağlam, 'The determinants of predatory trading: experimental evidence', Journal of Behavioral Finance.
Kopányi-Peuker and Weber, 'The role of the end time in experimental asset markets', Journal of Corporate Finance.
Leal and Hanaki, 'Algorithmic trading, what if it is just an illusion? Evidence from experimental asset markets', Journal of Behavioral and Experimental Economics.
Roger, Roger, Bousselmi and Willinger, 'Price Magnitude, Trading Behavior and Mispricing: An Experiment', Journal of Behavioral Finance.
Schnitzlein, Chelley‐Steeley and Steeley, 'Conflicting versus reinforcing private information, information aggregation, and the time series properties of asset prices', Journal of Banking & Finance.
Stirnkorb, 'Transaction cost unbundling and investors’ reliance on investment research: Evidence from experimental asset markets', Accounting Organizations and Society.
Tucker and Xu, 'Nonspeculative bubbles revisited', Journal of Behavioral and Experimental Finance.
Wei and Peng, 'Unilateral Supply Mode in Production Factors, Mispricing, and Efficiency Loss——An Experimental Economics Study', 经济学报..
Yang, Wang and Chen, 'Impacts of CEO-employee pay disparity on investor behavior and market dynamics: Evidence from laboratory asset markets', China Economic Review.
2023
Carbone, Neugebauer and Ventrone, 'Information Processing in an Asset Market Experiment with Algorithmic Arbitrage Trading'.
Corgnet, Cornand and Hanaki, 'Negative Tail Events, Emotions and Risk Taking', The Economic Journal.
Cornand, Diaz and Zylbersztejn, 'Trading and cognition in asset markets: An eye-tracking experiment', Journal of Economic Behavior & Organization.
Hanaki, Hommes, Kopányi, Kopányi-Peuker and Jan Tuinstra, 'Forecasting returns instead of prices exacerbates financial bubbles', Experimental Economics.
Hennequin and Hommes, 'Managing Bubbles in Experimental Asset Markets with Monetary Policy', Journal of money credit and banking.
Hoyer, Zeisberger, Breugelmans and Zeelenberg, 'A culture of greed: Bubble formation in experimental asset markets with greedy and non-greedy traders', Journal of Economic Behavior & Organization.
Lahav and Neugebauer, 'Does Structured Communication Matter in Experimental Asset Markets?'.
Levine and Zajac, 'The Other Invisible Hand: How Markets—as Institutions—Propagate Conformity and Valuation Errors', Strategy Science.
Neugebauer and Xu, 'Automated Market Maker vs Continuous Double Auction: An Asset Market Experiment'.
Petersen and Spickers, 'Stress test: Do investors’ stress levels affect trading and prices?'.
Rao, 'Beyond Aversion and Seeking: Examining Divergent Ambiguity Attitudes in Experimental Asset Markets'.
2022
Angerer, Neugebauer and Shachat, 'Arbitrage bots in experimental asset markets', Journal of Economic Behavior & Organization.
Bao and Leibbrandt, 'Trivial Fundamentals Are Not Trivial: Experiments on Assets with Non-positive Fundamental Values'.
Cheng and Lin, 'Return Predictability in Laboratory Asset Markets', Journal of Behavioral Finance.
Chmura, Le and Nguyen, 'Herding with Leading Traders: Evidence from a Laboratory Social Trading Platform', Journal of Economic Behavior & Organization.
Cordoni, Giannetti, Lillo and Giulio Bottazzi, 'Simulation-driven experimental hypotheses and design: a study of price impact and bubbles', SIMULATION.
Evans, Hommes, McGough and Salle, 'Are long-horizon expectations (de-)stabilizing? Theory and experiments', Journal of Monetary Economics.
Füllbrunn, Huber, Eckel and Weitzel, 'Heterogeneity of Beliefs and Trading Behavior — A Reexamination', Journal of Financial and Quantitative Analysis.
Kiss, Kóczy, Pintér and Sziklai, 'Does risk sorting explain overpricing in experimental asset markets?', Journal of Behavioral and Experimental Economics.
Macías, 'Capital structure irrelevance in the laboratory: an experiment with complete and asymmetric information', Experimental Economics.
Merl, Stöckl and Palan, 'Insider trading regulation and shorting constraints. Evaluating the joint effects of two market interventions.', Journal of Banking & Finance.
Neugebauer, Shachat and Szymczak, 'A test of the Modigliani-Miller theorem, dividend policy and algorithmic arbitrage in experimental asset markets', Journal of Banking & Finance.
Scachat and Wang, 'Are you experienced? How the time spacing of traders' market experience impacts bubble formation in experimental asset markets'.
Schmidt and Stöckl, 'Asset market experiments with diverse information'.
Shachat and Srinivasan, 'Informational Price Cascades and Non-Aggregation of Asymmetric Information in Experimental Asset Markets', Journal of Behavioral Finance.
Sofyan, Weiß and Chmura, 'Asset Market Experiments Does Inequality of Endowment Stimulate Bubbles and Bursts?'.
秋永, Takanori and Akai, 'Interaction between price and expectations in the jar-guessing experimental market', Journal of Economic Interaction and Coordination.
2021
Ackert, Qi and Zou, 'Do Tobin taxes help stop stock price bubbles?', Journal of Financial Economic Policy.
Carbone, Hey and Neugebauer, 'An Experimental Comparison of Two Exchange Economies: Long-Lived Asset vs. Short-Lived Asset', Management Science.
Coppock, Harper and Holt, 'Capital constraints and asset bubbles: An experimental study', Journal of Economic Behavior & Organization.
Corgnet, DECK, DeSantis and Porter, 'Forecasting Skills in Experimental Markets: Illusion or Reality?', Management Science.
Duan and Hanaki, 'The Impact of Asset Purchases in an Experimental Market with Consumption Smoothing Motives', Journal of Economic Dynamics and Control.
Duffy, Rabanal and Rud, 'The impact of ETFs in secondary asset markets: Experimental evidence', Journal of Economic Behavior & Organization.
Ferri, Ploner and Rizzolli, 'Trading fast and slow: The role of deliberation in experimental financial markets', Journal of Behavioral and Experimental Finance.
GalÌ, Giustiy and Noussair, 'Monetary Policy and Asset Price Bubbles: A Laboratory Experiment', Journal of Economic Dynamics and Control.
Giusti, Jiang and Xu, 'Interest on Cash, Fundamental Value Process and Bubble Formation on Experimental Asset Markets'.
Hong, Moinas and Pouget, 'Learning in speculative bubbles: Theory and experiment', Journal of Economic Behavior & Organization.
Jin, Zhou, Yang and Lin, 'Peer Effects on Real-Time Search Behavior in Experimental Stock Markets', Frontiers in Psychology.
Kleinlercher and Stöckl, 'Thou shalt not trade—An analysis of the violations of no-trade predictions in experimental asset markets', Journal of Behavioral and Experimental Finance.
Kluger, 'Asset market bubbles in an experiment with sequential information releases', Review of Behavioral Finance.
Merl, 'Literature Review of Experimental Asset Markets with Insiders', Journal of Behavioral and Experimental Finance.
Roger, Bousselmi, Roger and Willinger, 'The Effect of Price Magnitude on Analysts’ Forecasts: Evidence from the Lab', Revue économique.
Roger, Roger and Willinger, 'Number sense, trading decisions and mispricing: An experiment', Journal of Economic Dynamics and Control.
Ruiz-Buforn, Alfarano, Camacho-Cuena and Morone, 'Single vs. multiple disclosures in an experimental asset market with information acquisition', European Journal of Finance.
Ruiz-Buforn, Camacho-Cuena, Morone and Alfarano, 'Overweighting of public information in financial markets: A lesson from the lab', Journal of Banking & Finance.
2020
Andraszewicz, Wu, and Sornette, 'Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets', Entropy.
Anufriev, Chernulich, and Tuinstra, 'Asset Price Volatility and Investment Horizons: An Experimental Investigation', Journal of Economic Behavior & Organization.
Aragón and Roulund, 'Confidence and decision-making in experimental asset markets', Journal of Economic Behavior and Organization.
Bao, Halim, Noussair, and Riyanto, 'Managerial incentives and stock price dynamics: an experimental approach', Experimental Economics.
Bao, Kalaycı, Leibbrandt and Oyarzún, 'Do regulations work? A comprehensive analysis of price limits and trading restrictions in experimental asset markets with deterministic and stochastic fundamental values', Journal of Economic Behavior & Organization.
Bieberstein, Crede, Dietrich, Gehrlein, Neumann and Stürmer, 'oTree: Implementing websockets to allow for real-time interactions – A continuous double auction market as first application'.
Bulutay, Cornand and Zylbersztejn, 'Learning to deal with repeated shocks under strategic complementarity: An experiment.'
Corgnet, DeSantis and Porter, 'Let’s Chat… When Communication Promotes Efficiency in Experimental Asset Markets', Management Science.
Deck, Hao, Xu and Yeager, 'Social Comparison and Wealth Inequality in a Leveraged Asset Market', Journal of Behavioral Finance.
Della Rossa, Giannini, DeLellis, 'Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market', PLOS ONE.
Füllbrunn and Neugebauer, 'Testing market regulations in experimental asset markets – The case of margin purchases', Journal of Economic Behavior & Organization.
Hirota, Huber, Stöckl and Sunder, 'Speculation, money supply and price indeterminacy in financial markets: An experimental study', Journal of Economic Behavior & Organization.
Hoyer, Zeisberger, Breugelmans and Zeelenberg, 'Greed and Individual Trading Behavior in Experimental Asset Markets', Decision.
Huber, Rott and Giusti, 'Housing Consumption and Bubble Size'.
Kopányi-Peuker and Weber, 'Experience Does Not Eliminate Bubbles: Experimental Evidence', Review of Financial Studies.
Lahav and Meer, 'The effect of induced mood on traders’ preferences in asset markets – experimental evidence', Review of Behavioral Finance.
Lu, Bao and Yu, 'Gender and Bubbles in Experimental Markets with Positive and Negative Expectation Feedback', Computational Economics.
Lunawat, 'Learning from Trading Activity in Laboratory Security Markets with Higher-Order Uncertainty', Journal of Behavioral and Experimental Economics.
Miklánek and Zajíček, 'Personal Traits and Trading in an Experimental Asset Market', Journal of Behavioral and Experimental Economics.
Page and Siemroth, 'How Much Information Is Incorporated into Financial Asset Prices? Experimental Evidence', Review of Financial Studies.
Penalver, Hanaki, Akiyama, Funaki and Ishikawa, 'A quantitative easing experiment', Journal of Economic Dynamics and Control.
Polak and Polczyk, 'Misinformation about dividend payouts influences transaction prices in experimental asset markets', Financial Internet Quarterly.
Robin, Straznicka and Villeval, 'Bubbles and incentives: an experiment on asset markets', Economic and Political Studies.
Roger, Bousselmi, Roger and Willinger, 'Number Processing and Price Dynamics: A Market Experiment'.
Sherstyuk, Phankitnirundorn and Roberts, 'Randomized Double Auctions: Gains from Trade, Trader Roles, and Price Discovery'.
Sornette, Andraszewicz, Wu, Murphy, Rindler and Sanadgol, 'Overpricing persistence in experimental asset markets with intrinsic uncertainty', Economics.
Steiger and Pelster, 'Social interactions and asset pricing bubbles', Journal of Economic Behavior & Organization.
Todorova and Vogt, 'Herding in a Laboratory Asset Market with a Rich Action Set'.
2019
Ahrens, Bosch-Rosa and Rouland, 'Asset Price Dynamics and Endogenous Trader Overconfidence'.
Aldrach and Vargas, 'Experiments in high-frequency trading: comparing two market institutions', Experimental Economics.
Angerer and Szymczakab, 'The impact of endogenous and exogenous cash inflows in experimental asset markets', Journal of Economic Behavior and Organization.
Baghestanian, Gortner and van der Weele, 'Peer effects and risk sharing in experimental asset markets', European Economic Review.
Bao and Hommes, 'When Speculators Meet Suppliers: Positive versus Negative Feedback in Experimental Housing Markets', Journal of Economic Dynamics and Control.
Bao and Leibbrandt, 'Thar she resurges: The case of assets that lack positive fundamental value'.
Bouattour and Martinez, 'Efficient market hypothesis: an experimental study with uncertainty and asymmetric information', Finance Contrôle Stratégie.
Bousselmi, Sentis, and Willinger, 'How do markets react to (un)expected fundamental value shocks? An experimental analysis', Journal of Behavioral and Experimental Finance.
Chmura, Bai and Bauder, 'The Impact of an Insider and Short-selling on Bubble Formation in Experimental Financial Market', Journal of Financial Markets, Institutuions and Money.
Cueva, Iturbe-Ormaetxea, Ponti, and Tomás, 'Boys will still be boys: Gender differences in trading activity are not due to differences in (over) confidence', Journal of Economic Behavior & Organization.
Duchêne, Guerci, Hanaki and Noussair, 'The effect of short selling and borrowing on market prices and traders' behavior', Journal of Economic Dynamics and Control.
Duffy, Jiang and Xie, 'Experimental Asset Markets with An Indefinite Horizon', Cahiers de recherche.
Füllbrunn, Neugebauer, and Nichlisch, 'Underpricing of initial public offerings in experimental asset markets'.
Halim and Riyanto, 'Asset Markets with Insider Trading Disclosure Rule and Reselling Constraint: An Experimental Analysis', Journal of Economic Dynamics and Control.
Hanaki, 'Cognitive ability and observed behavior in laboratory experiments: implications for macroeconomic theory', Japanese Economic Review.
Hanaki, Hommes, Kopányi and Tuinstra, 'The Effect of Framing on the Emergence of Bubbles and Crashes in a Learning to Forecast Experiment'.
Hennequin, 'Expectations and bubbles in asset market experiments'.
Hommes, Kopányi-Peuker and Sonnemans, 'Bubbles, Crashes and Information Contagion in Large-Group Asset Market Experiments', Experimental Economics.
Huber, Bindra and Kleinlercher, 'Design-features of bubble-prone experimental asset markets with a constant FV', Journal of the Economic Science Association.
Jin, Chen, Zhou, and Yang, 'Stimulating the Dorsolateral Prefrontal Cortex Decreases the Asset Bubble: A tDCS Study', Frontiers in Psychology.
Kopányi, Rabanal, Rud and Tuinstra, 'Can competition between forecasters stabilize asset prices in learning to forecast experiments?', Journal of Economic Dynamics and Control.
Marquardt, Noussair and Weber, 'Rational Expectations in an Experimental Asset Market with Shocks to Market Trends', European Economic Review.
Nax, Nunez-Duran, and Pradelski, 'Feedback effects in the experimental double auction with private information'.
Noussair and Popescu, 'Contagion and return predictability in asset markets: An experiment with two Lucas trees'.
Shestakova, Powell and Gladyrev, 'Bubbles, experience and success', Journal of Behavioral & Experimental Finance.
Sornette, Andraszewicz, Wu, Murphy, Rindler and Sanagol, 'Overpricing persistence in experimental asset markets with intrinsic uncertainty'.
Strauch, 'Bubbles and crashes: A laboratory experiment', Journal of Economic Asymmetries.
Weber, Duffy and Schram, 'Credit Default Swap Regulation in Experimental Bond Markets'.
Weitzel, Huber, Lindner, Huber, Rose and Kirchler, 'Bubbles and Financial Professionals', Review of Financial Studies.
2018
Bao, Halm, Noussair and Riyanto, 'CEO Incentives and Stock Price Dynamics: An Experimental Approach'.
Bossaerts, Shachat and Kuangli, 'Arbitrage Opportunities: Anatomy and Remediation'.
Butler and Cheung, 'Mind, Body, Bubble! Psychological and Biophysical Dimensions of Behavior in Experimental Asset Markets'.
Carle, Lahav, Neugebauer, and Noussair, 'Heterogeneity of Beliefs and Trade in Experimental Asset Markets', Journal of Financial and Quantitative Analysis.
Charness and Neugebauer, 'A Test of the Modigliani‐Miller Invariance Theorem and Arbitrage in Experimental Asset Markets', The Journal of Finance.
Crockett, Duffy and Izhakian, 'An Experimental Test of the Lucas Asset Pricing Model', The Review of Economic Studies.
Ding, Lugovskyy, Puzzello, Tucker and Williams, 'Cash versus extra-credit incentives in experimental asset markets', Journal of Economic Behavior & Organization.
Hanaki, Akiyama, and Ishikawa, 'Effects of different ways of incentivizing price forecasts on market dynamics and individual decisions in asset market experiments', Journal of Economic Dynamics and Control.
Hanaki, Akiyama and Ishikawa, 'Behavioral uncertainty and the dynamics of traders’ confidence in their price forecasts', Journal of Economic Dynamics and Control.
Hirota, Huber, Stöckl and Huber, 'Speculation and Price Indeterminacy in Financial Markets: An Experimental Study'.
Hirota, Kusakawa, Saijo and Tanigawa, 'Keynes's Beauty Contest in Stock Markets: An Experimental Study'.
Ilomäki and Laurila, 'Animal spirits in financial markets: Experimental evidence', Journal of Behavioral and Experimental Finance.
Janssen, Füllbrunn and Weitzel, 'Individual speculative behavior and overpricing in experimental asset markets', Experimental Economics.
Kocher, Lucks and Schindler, 'Unleashing Animal Spirits: Self-Control and Overpricing in Experimental Asset Markets', Review of Financial Studies.
Neugebauer and Selten, 'Experimental stock market dynamics: Excess bids, directional learning, and adaptive style-investing in a call-auction with multiple multi-period lived assets', Journal of Economic Behavior & Organization.
Paul, Henker and Owen, 'The aggregate impacts of tournament incentives in experimental asset markets', Experimental Economics.
Wang, Houser and Xu, 'Culture, gender and asset prices: Experimental evidence from the U.S. and China', Journal of Economic Behavior & Organization.
Weber, Duffy and Schram, 'An Experimental Study of Bond Market Pricing', The Journal of Finance.
Xu, 'Essays in Networks of Finance and Experimental Finance: A Behavioral View (Chapter 3)'.
Zhang, 'Influence of individual rationality on continuous double auction markets with networked traders', Physica A.
2017
Bao, Hommes and Makarewicz, 'Bubble Formation and (In)Efficient Markets in Learning‐to‐Forecast and optimise Experiments', The Economic Journal.
Bosch-Rosa, Meissner, and Bosch-Domenech, 'Cognitive bubbles', Experimental Economics.
Bossaerts, Shachat and Xie, 'Market frictions and the anatomy of an arbitrage'.
Braun and Roß, 'The market process of capitalization: a laboratory experiment on the effectiveness of private information', Journal of Evolutionary Economics.
Colasante, Palestrini, Russo, and Gallegati, 'Adaptive expectations versus rational expectations: Evidence from the lab', International Journal of Forecasting.
de Jong, 'Heterogeneous expectations in experimental asset markets'.
Eckel and Füllbrunn, 'Hidden vs. known gender effects in experimental asset markets', Economics Letters.
Farjam and Kirchkamp, 'Bubbles in hybrid markets: How expectations about algorithmic trading affect human trading', Journal of Economic Behavior & Organization.
Ferri, Ploner and Rizzolli, 'Count to ten before trading'.
Gracia, Reyno, Yupangco and Lagorza, 'Social Comparison, the “N-effect”, and Experimental Asset Bubbles'.
Griffin, 'Risk premia and ambiguity in an experimental market featuring a long-lived asset', Journal of Behavioral and Experimental Finance.
Halim, Riyanto and Roy, 'Costly Information Acquisition, Social Networks and Asset Prices: Experimental Evidence'.
Hanaki, Akiyama, Funaki and Ishikawa, 'Diversity in Cognitive Ability Enlarges Mispricing in Experimental Asset Markets'.
Hanaki, Akiyama and Ishikawa, 'Effects of Eliciting Long-run Price Forecasts on Market Dynamics in Asset Market Experiments'.
Hoshihata, Ishikawa, Hanaki, and Akiyama, 'Flat Bubbles in Long-Horizon Experiments: Results from two Market Conditions'.
Kocher, Martinsson and Schindler, 'Overpricing and stake size: On the robustness of results from experimental asset markets', Economics Letters.
Kujal and Powell, 'Bubbles in Experimental Asset Markets', Economía industrial.
Morone and Nuzzo, 'Asset markets in the lab: A literature review', Journal of Behavioral and Experimental Finance.
Nadler, Jiao, Alexander, Johnson and Zak, 'The Bull of Wall Street: Experimental Analysis of Testosterone and Asset Trading', Management Science.
Negrea and Toma, 'Dynamic CAPM under ambiguity–An experimental approach', Journal of Behavioral and Experimental Finance.
Newell, 'Countercyclical Risk Aversion in Experimental Asset Markets'.
Newell and Page, 'Countercyclical risk aversion and self-reinforcing feedback loops in experimental asset markets'.
Nuzzo and Morone, 'Asset markets in the lab: A literature review', Journal of Behavioral and Experimental Finance.
Roger, Bousselmi, Roger and Willinger, 'Another law of small numbers: patterns of trading prices in experimental asset markets'.
Vardanyan, 'Contagion in Experimental Financial Markets'.
Xu, 'Experiments on asset markets & decision making : The role of information and time', Other publications TiSEM.
Yechiam, Kauffmann, Ashby and Zahavi, 'On the relation between economic bubbles and effort gaps between sellers and buyers: An experimental study', PLoS ONE.
2016
Ackert, Jiang, and Qi, 'Experiments on Electronic Double Auctions and Abnormal Trades', Southern Economic Journal.
Alevy and Price, 'Advice in the marketplace: a laboratory study', Experimental Economics.
Andrade, Odean and Lin, ‘Bubbling with Excitement: An Experiment’, Review of Finance.
Baghestanian, Gortner and Massenot, 'Compensation schemes, liquidity provision, and asset prices: an experimental analysis', Experimental Economics.
Collins and Brink, 'Fundamentals, momentum, and bubbles in experimental asset markets', Review of Behavioral Finance.
Fenig, Mileva and Petersen, 'Leave the bubble alone!: Deflating asset price bubbles in an experimental macroeconomy'.
Gozluklu, 'Pre-trade transparency and informed trading: Experimental evidence on undisclosed orders', Journal of Financial Markets.
Halim, Riyanto and Roy, 'Price Dynamics and Consumption Smoothing in Experimental Asset Markets'.
Hanaki, Akiyama and Ishikawa, 'A Methodological Note on Eliciting Price Forecasts in Asset Market Experiments'.
Hefti, Heinke and Schneider, 'Mental Capabilities, Trading Styles, and Asset Market Bubbles: Theory and Experiment'.
Jaworski & Kimbrough, 'Bubbles, crashes, and endogenous uncertainty in linked asset and product markets*', International Economic Review.
Kujal and Powell, 'Bubbles in Experimental Asset Markets'.
Lunuwat, 'Learning from Prices in Models of Higher Order Beliefs'.
Noussair and Tucker, 'Cash inflows and bubbles in asset markets with constant fundamental values', Economic Inquiry.
Noussair, Tucker and Xu, 'Futures Markets, Cognitive Ability, and Mispricing in Experimental Asset Markets', Journal of Economic Behavior & Organization.
Plott and Pogorelskiy, 'Call Market Experiments: Efficiency and Price Discovery Through Multiple Calls and Emergent Newton Adjustments'.
Powell, 'Numeraire independence and the measurement of mispricing in experimental asset markets', Journal of Behavioral and Experimental Finance.
Powell and Shestakova, 'Experimental asset markets: A survey of recent developments', Journal of Behavioral and Experimental Finance.
Weber, Duffy and Schram, 'An Experimental Study of Bond Market Pricing'.
Yamaji, Gotoh, and Yamakawa, 'Additional Information Increases Uncertainty in the Securities Market: Using both Laboratory and fMRI Experiments', Computational Economics.
Yang and Zhu, 'Ambiguity vs risk: An experimental study of overconfidence, gender and trading activity', Journal of Behavioral and Experimental Finance.
2015
Afik and Lahav, 'Thinking near and far: Modeling the formation of traders' beliefs in asset markets using experimental data', Journal of Behavioral and Experimental Economics.
Baghestanian, Lugovskyy and Puzzello, ‘Traders’ heterogeneity and bubble-crash patterns in experimental asset markets’, Journal of Economic Behavior & Organization .
Baghestanian and Walker, ‘Anchoring in Experimental Asset Markets’, Journal of Economic Behavior & Organization.
Baghestanian, Lugovskyy and Puzzello, 'Traders’ heterogeneity and bubble-crash patterns in experimental asset markets', Journal of Economic Behavior & Organization.
Breaban and Noussair, 'Fundamental value trajectories and trader characteristics in an asset market experiment', Journal of Behavioral and Experimental Finance.
Cason and Samek, 'Learning through passive participation in asset market bubbles', Journal of the Economic Science Association.
Cueva and Rustichini, 'Is financial instability male-driven? Gender and cognitive skills in experimental asset markets', Journal of Economic Behavior & Organization.
Cueva, Roberts, Spencer, Rani, Tempest, Tobler, Herbert and Rustichini, 'Cortisol and testosterone increase financial risk taking and may destabilize markets', Nature.
Eckel and Füllbrunn, 'Thar 'She' Blows? Gender, Competition, and Bubbles in Experimental Asset Markets', American Economic Review.
Fujii, Goto, Hattori, Ishikawa, and Tsuruzono, 'Heterogeneous Information in Experimental Asset Markets', 大阪産業大学経済論集.
Gjerstad, Porter, Smith, and Winn, 'Retrading, production, and asset market performance', Proceedings of the National Academy of Sciences.
Ghosh, Radhakrishnan, Srinidhi, and Su, 'Recognition of Future News in Earnings and Price Bubbles in Experimental Asset Markets', Journal of Accounting, Auditing and Finance.
Hanaki, Akiyama, Funaki and Ishikawa, 'Diversity in Cognitive Ability Enlarges Mispricing'.
Huber, Kirchler and Stöckl, 'The influence of investment experience on market prices: laboratory evidence', Experimental Economics.
Janssen, Weitzel and Füllbrunn, 'Speculative Bubbles - An Introduction and Application of the Speculation Elicitation Task (SET)'.
Kirchler, Bonn, Hüber and Razen, 'The “Inflow-Effect” – Trader Inflow and Price Efficiency', European Economic Review.
Kose, ‘Price Convergence and Fundamentals in Asset Markets with Bankruptcy Risk: An Experiment’, International Journal of Behavioural Accounting and Finance.
Morone and Nuzzo, 'Market Efficiency, Trading Institutions and Information Mirages: evidence from an experimental asset market', EERI Research Paper Series.
Page and Siemroth, 'An Experimental Analysis of Information Acquisition in Prediction Markets'.
Palan, 'GIMS — Software for asset market experiments', Journal of Behavioral and Experimental Finance.
Paul, Henker and Owen, ‘House Money Effects in Experimental Asset Markets’, Journal of Behavioral and Experimental Finance.
Powell and Shestakova, 'Experimental Asset Markets: Behaviour and Bubbles'.
2014
Ackert, Jiang and Qi, 'Liquidity Shocks in Experimental Asset Markets'.
Akiyama, Hanaki and Ishikawa, ‘How Do Experienced Traders Respond to Inflows of Inexperienced Traders? An Experimental Analysis’, Journal of Economic Dynamics and Control.
Baghestanian, 'Momentum, Noise Trader Risk, Experience and Experimental Asset Price Bubbles'.
Cheung and Coleman, 'Relative Performance Incentives and Price Bubbles in Experimental Asset Markets', Southern Economic Journal.
Cheung, Hedegaard and Palan, ‘To See Is to Believe: Common Expectations in Experimental Asset Markets’, European Economic Review.
Corgnet, Hernán, Kujal and Porter, 'The Effect of Earned Versus House Money on Price Bubble Formation in Experimental Asset Markets', European Finance Review.
Deck, Porter and Smith, 'Double Bubbles in Assets Markets with Multiple Generations', Journal of Behavioral Finance.
Fellner-Röhling and Krügel, 'Judgemental overconfidence and trading activity', Journal of Economic Behavior & Organization.
Fellner and Theissen, 'Short Sale Constraints, Divergence of Opinion and Asset Prices: Evidence from the Laboratory', Journal of Economic Behavior & Organization.
Füllbrunn, Neugebauer, and Nichlisch, 'Underpricing of initial public offerings in experimental asset markets', Experimental Economics.
Gladyrev, Powell and Shestakova, 'The Effect of Financial Selection in Experimental Asset Markets', Vienna Economics Papers.
Haruvy and Füllbrunn, 'The Takeover Game', Journal of Behavioral and Experimental Finance.
Haruvy, Noussair and Powell, ‘The Impact of Asset Repurchases and Issues in an Experimental Market’, Review of Finance.
Hirota, Huber, Stöckl and Sunder, 'Speculation and Price Indeterminacy in Financial Markets'.
Holmen, Kirchler and Kleinlercher, 'Do option-like incentives induce overvaluation? Evidence from experimental asset markets', Journal of Economic Dynamics and Control.
Keser and Markstädter, 'Informational Asymmetries in Laboratory Asset Markets with State-Dependent Fundamentals'.
Kleinlercher, Huber and Kirchler, ‘The Impact of Different Incentive Schemes on Asset Prices’, European Economic Review.
Levine, Apfelbaum, Bernard, Bartelt, Zajac, and Stark, 'Ethnic diversity deflates price bubbles', Proceedings of the National Academy of Sciences.
Lugovskyy, Puzzello, Tucker and Williams, 'Asset-Holdings Caps and Bubbles in Experimental Asset Markets', Journal of Economic Behavior & Organization.
Shachat and Wang, 'Are You Experienced', Medical Entomology and Zoology.
Smith, 'New Insights into Old Discoveries: Two Kinds of Markets', International Journal of the Economics of Business.
Smith, Lorenz, King, Montague, and Camerer, 'Irrational exuberance and neural crash warning signals during endogenous experimental market bubbles', Proceedings of the National Academy of Sciences.
Stöckl, Huber and Kirchler, 'Multi-period experimental asset markets with distinct fundamental value regimes', Experimental Economics.
Stoian, 'Public Messages and Asset Prices', Atlantic Economic Journal.
2013
Akiyama, Hanaki and Ishikawa, ‘It Is Not Just Confusion! Strategic Uncertainty in an Experimental Asset Market’.
Breaban and Noussair, 'Emotional State and Market Behavior'.
Chan, Lei and Vesely, ‘Differentiated Assets: An Experimental Study on Bubbles’, Economic Inquiry.
Fischbacher, Hens and Zeisberger, ‘The Impact of Monetary Policy on Stock Market Bubbles and Trading Behavior: Evidence from the Lab’, Journal of Economic Dynamics and Control.
Füllbrunn and Haruvy, ‘The Dividend Puzzle: A Laboratory Investigation’, Research in Experimental Economics.
Giusti, Noussair and Voth, ‘Recreating the South Sea Bubble: Lessons from an Experiment in Financial History’.
Palan, ‘A Review of Bubbles and Crashes in Experimental Asset Markets’, Journal of Economic Surveys.
Palan, 'A Review of Research into Smith, Suchanek and Williams Markets'.
2012
Ackert, Kluger and Qi, 'Irrationality and beliefs in a laboratory asset market: Is it me or is it you?', Journal of Economic Behavior & Organization.
Akiyama, Hanaki and Ishikawa, 'Effect of Uncertainty About Others’ Rationality in Experimental Asset Markets: An Experimental Analysis'.
Cheung and Palan, ‘Two Heads Are Less Bubbly than One: Team Decision-Making in an Experimental Asset Market’, Experimental Economics.
Füllbrunn and Neugebauer, 'Margin trading bans in experimental asset markets'.
Haruvy and Schoenberg, ‘Relative Performance Information in Asset Markets: An Experimental Approach’, Journal of Economic Psychology.
Hauser and Huber, ‘Short-Selling Constraints as Cause for Price Distortions: An Experimental Study’, Journal of International Money and Finance.
Huber and Kirchler, ‘The Impact of Instructions and Procedure on Reducing Confusion and Bubbles in Experimental Asset Markets’, Experimental Economics.
Johnson and Joyce, ‘Bubbles and Crashes Revisited’, Review of Economics & Finance.
Kirchler, Huber and Stöckl, ‘Thar She Bursts: Reducing Confusion Reduces Bubbles’, American Economic Review.
Lin and Rassenti, 'Are under- and over-reaction the same matter? Experimental evidence', Journal of Economic Behavior & Organization.
Noussair, Richter and Tyran, ‘Money Illusion and Nominal Inertia in Experimental Asset Markets’, Journal of Behavioral Finance.
Palfrey and Wang, 'Speculative Overpricing in Asset Markets With Information Flows', Econometrica.
Smith, 'Private Information and Overconfidence in Experimental Asset Markets'.
Xie and Zhang, 'Bubbles and Experience: An Experiment with a Steady Inflow of New Traders'.
2011
Ackert, Mazzotta and Qi, 'An Experimental Investigation of Asset Pricing in Segmented Markets', Southern Economic Journal.
Alfarano, Morone and Camacho, 'The role of public and private information in a laboratory financial market'.
Ang, Diavatopoulos and Schwarz, ‘The Creation and Control of Speculative Bubbles in a Laboratory Setting’, Handbook of Quantitative Finance and Risk Management.
Dickhaut, Lin, Porter and Smith, 'Commodity durability, trader specialization, and market performance', Proceedings of the National Academy of Sciences.
Fiedler, 'Experience and Confidence in an Internet-Based Asset Market Experiment', Southern Economic Journal.
Heap and Zizzo, 'Emotions and Chat in a Financial Markets Experiment'.
Huber, Angerer and Kirchler, 'Experimental asset markets with endogenous choice of costly asymmetric information', Experimental Economics.
Kirchler, Huber and Kleinlercher, 'Market microstructure matters when imposing a Tobin tax—Evidence from the lab', Journal of Economic Behavior & Organization.
Lahav, ‘Price Patterns in Experimental Asset Markets with Long Horizon’, Journal of Behavioral Finance.
Oechssler, Schmidt and Schnedler, ‘On the Ingredients for Bubble Formation: Informed Traders and Communication’, Journal of Economic Dynamics and Control.
Michailova and Schmidt, ‘Overconfidence and Bubbles in Experimental Asset Markets’.
Strážnická and Weber, 'Does Skewness Matter? Evidence from Experimental Asset Markets'.
Sutter, Kirchler and Huber, 'Bubbles and Information: An Experiment', Management Science.
2010
Corgnet, Kujal and Porter, ‘The Effect of Reliability, Content and Timing of Public Announcements on Asset Trading Behavior’, Journal of Economic Behavior & Organization.
Kirchler, 'Partial knowledge is a dangerous thing – On the value of asymmetric fundamental information in asset markets', Journal of Economic Psychology.
Noussair and Powell, ‘Peaks and Valleys: Price Discovery in Experimental Asset Markets with Non-Monotonic Fundamentals’, Journal of Economic Studies.
Palan, ‘Digital Options and Efficiency in Experimental Asset Markets’, Journal of Economic Behavior & Organization.
Stöckl and Kirchler, 'Trading strategies and trading profits in experimental asset markets with cumulative information'.
Stöckl, Huber and Kirchler, ‘Bubble Measures in Experimental Asset Markets’, Experimental Economics.
2009
Ackert, Charupat, Deaves and Kluger, ‘Probability Judgment Error and Speculation in Laboratory Asset Market Bubbles’, Journal of Financial and Quantitative Analysis.
Bostian and Holt, ‘Price Bubbles with Discounting: A Web-Based Classroom Experiment’, The Journal of Economic Education.
Childs, 'Rate of return parity and currency crises in experimental asset markets', Journal of International Financial Markets, Institutions and Money.
Kirchler, 'Underreaction to fundamental information and asymmetry in mispricing between bullish and bearish markets. An experimental study', Journal of Economic Dynamics and Control.
Kirchler and Huber, 'An exploration of commonly observed stylized facts with data from experimental asset markets', Physica A: Statistical Mechanics and its Applications.
Kirchler, Huber and Stöckl, 'Bubble or No Bubble - The Impact of Market Model on the Formation of Price Bubbles in Experimental Asset Markets'.
Lei and Vesely, ‘Market Efficiency: Evidence from a No-Bubble Asset Market Experiment’, Pacific Economic Review.
Lugovskyy, Puzzello and Tucker, 'An Experimental Study of Bubble Formation in Asset Markets Using the Tâtonnement Pricing Mechanism'.
Qi and Ochs, 'Information Use and Transference among Legally Separated Share Markets-An Experimental Approach', Southern Economic Journal.
2008
Caginalp and Illieva, 'The dynamics of trader motivations in asset bubbles', Journal of Economic Behavior and Organization.
Hussam, Porter and Smith, ‘Thar She Blows: Can Bubbles Be Rekindled with Experienced Subjects?’, American Economic Review.
Morris, ‘Relative Wealth Concerns and Asset Bubbles: An Experimental Approach’.
Noussair and Plott, 'Bubbles and Crashes in Experimental Asset Markets: Common Knowledge Failure?'.
Porter and Smith, ‘Price Bubbles’, Handbook of Experimental Economics Results.
Veiga and Vorsatz, 'The Effect of Short-Selling of the Aggregation of Information in an Experimental Asset Market'.
Williams, ‘Price Bubbles in Large Financial Asset Markets’, Handbook of Experimental Economics Results.
2007
Fellner and Maciejovsky, 'Risk attitude and market behavior: Evidence from experimental asset markets', Journal of Economic Psychology.
Haruvy, Lahav and Noussair, ‘Traders’ Expectations in Asset Markets: Experimental Evidence’, American Economic Review.
Hirota and Sunder, 'Price bubbles sans dividend anchors: Evidence from laboratory stock markets', Journal of Economic Dynamics and Control.
Levine and Zajac, 'The Institutional Nature of Price Bubbles'.
Oechssler, Schmidt and Schnedler, 'Asset Bubbles Without Dividends: An Experiment'.
2006
Ackert, Charupat, Church and Deaves, ‘Margin, Short Selling, and Lotteries in Experimental Asset Markets’, Southern Economic Journal.
Ackert, Charupat, Church and Deaves, 'An experimental examination of the house money effect in a multi-period setting', Experimental Economics.
Alfarano, Barreda-Tarrazona and Camacho-Cuena, 'On the role of heterogeneous and imperfect information in a laboratory financial market', Central European Journal of Operations Research.
Childs and Mestelman, ‘Rate-of-Return Parity in Experimental Asset Markets’, Review of International Economics.
Davies, ‘Irrational Gloominess in the Laboratory’.
Haruvy and Noussair, ‘The Effect of Short Selling on Bubbles and Crashes in Experimental Spot Asset Markets’, The Journal of Finance.
Noussair and Tucker, ‘Futures Markets and Bubble Formation in Experimental Asset Markets’, Pacific Economic Review.
2005, Bostian, Goeree and Holt, ‘Price Bubbles in Asset Market Experiments with a Flat Fundamental Value’.
2005, Budescu and Maciejovsky, 'The Effect of Payoff Feedback and Information Pooling on Reasoning Errors: Evidence from Experimental Markets', Management Science.
2005, Dufwenberg, Lindqvist and Moore, ‘Bubbles and Experience: An Experiment’, American Economic Review.
2005, Hey and Morone, 'Do Markets Drive Out Lemmings—or Vice Versa?', Economica.
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2004, Stevens and Williams, 'Inefficiency in Earnings Forecasts: Experimental Evidence of Reactions to Positive vs. Negative Information', Experimental Economics.
2003, Isaac and James, ‘Boundaries of the Tournament Pricing Effect in Asset Markets: Evidence from Experimental Markets’, Southern Economic Journal.
2002, Caginalp, Ilieva, Porter and Smith, ‘Do Speculative Stocks Lower Prices and Increase Volatility of Value Stocks?’, Journal of Psychology and Financial Markets.
2002, Kirchler and Maciejovsky, ‘Simultaneous Over- and Underconfidence: Evidence from Experimental Asset Markets’, Journal of Risk and Uncertainty.
2002, Lei, Noussair and Plott, 'Asset Bubbles and Rationality: Additional Evidence From Capital Gains Tax Experiments'.
2002, Miller, ‘Can Markets Learn to Avoid Bubbles?’, Journal of Psychology and Financial Markets.
2001, Caginalp, Porter and Smith, ‘Financial Bubbles: Excess Cash, Momentum, and Incomplete Information’, Journal of Psychology and Financial Markets.
2001, Lei, Noussair and Plott, ‘Nonspeculative Bubbles in Experimental Asset Markets: Lack of Common Knowledge of Rationality vs. Actual Irrationality’, Econometrica.
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2000, Smith, van Boening and Wellford, 'Dividend Timing and Behavior in Laboratory Asset Markets', Economic Theory.
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2000, Fisher and Kelly, ‘Experimental Foreign Exchange Markets’, Pacific Economic Review.
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1998, Ackert and Church, 'Information dissemination and the distribution of wealth: Evidence from experimental asset markets', Journal of Economic Behavior & Organization.
1998, Ackert and Church, 'The Effect of Subject Pool and Design Experience on Rationality in Experimental Asset Markets'.
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MISPRICING CALCULATOR: Input your data, and calculate a collection of mispricing measures.
R CODE (v. 2017.04.05):
1. utils.R - for reading in (z-Tree) data.
2. mispricing.R - for generating periods and market measures from a set of contracts.
3. measures.R - calculate measures of mispricing given a set of periods.