Relevant bibliographies by topics / Risk-taking in trading

Academic literature on the topic 'Risk-taking in trading'

Author: Grafiati
Published: 10 December 2022
Last updated: 28 January 2023

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Journal articles on the topic "Risk-taking in trading"

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Apesteguia, Jose, Jörg Oechssler, and Simon Weidenholzer. "Copy Trading." Management Science 66, no. 12 (December 2020): 5608–22. http://dx.doi.org/10.1287/mnsc.2019.3508.

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Copy trading allows traders in social networks to receive information on the success of other agents in financial markets and to directly copy their trades. Internet platforms like eToro, ZuluTrade, and Tradeo have attracted millions of users in recent years. The present paper studies the implications of copy trading for the risk taking of investors. Implementing a novel experimental financial asset market, we show that providing information on the success of others leads to a significant increase in risk taking of subjects. This increase in risk taking is even larger when subjects are provided with the option to directly copy others. We conclude that copy trading leads to excessive risk taking. This paper was accepted by Axel Ockenfels, decision analysis.
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Kusnadi, Yuanto. "Insider trading restrictions and corporate risk-taking." Pacific-Basin Finance Journal 35 (November 2015): 125–42. http://dx.doi.org/10.1016/j.pacfin.2014.11.004.

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Nguyen, Ha D., and Huong T. H. Dang. "Bond liquidity, risk taking and corporate innovation." International Journal of Managerial Finance 16, no. 1 (September 23, 2019): 101–19. http://dx.doi.org/10.1108/ijmf-02-2019-0060.

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Purpose The purpose of this paper is to investigate how market liquidity condition of corporate bonds can affect firm investment policy, specifically its risk taking, via the disciplinary function of trading. Design/methodology/approach The paper uses fixed-effects OLS and Poisson regression for the baseline specifications. It also employs the introduction of TRACE in 2002 as an exogenous shock to bond trading infrastructure in a difference-to-difference framework to address endogeneity concerns and establish causality. Findings The paper documents a positive relationship between bond illiquidity and firms’ risk taking, specifically a one standard deviation increase in Amihud illiquidity measure is associated with nearly 20 percent increase in exploratory investments compared to CAPEX. The shift in risk taking in turn increases firms’ innovation output to some extent. Research limitations/implications The findings have important implications on firm’s risk taking and growth. The paper identifies a new channel through which firm’s choice of risk can be influenced, namely, bondholder disciplining. The study also has implications about externalities of trading beyond liquidity cost for regulators in designing market microstructure. Originality/value This is the first to study the disciplinary role of bond trading. Conventional wisdom holds that bondholders are passive creditors who do not engage in costly monitoring such as banks. The findings in this paper imply that this may not be the case.
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Cherednik, Ivan. "Artificial Intelligence Approach to Momentum Risk-Taking." International Journal of Financial Studies 9, no. 4 (October 21, 2021): 58. http://dx.doi.org/10.3390/ijfs9040058.

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We propose a mathematical model of momentum risk-taking, which is essentially real-time risk management focused on short-term volatility. Its implementation, a fully automated momentum equity trading system, is systematically discussed in this paper. It proved to be successful in extensive historical and real-time experiments. Momentum risk-taking is one of the key components of general decision-making, a challenge for artificial intelligence and machine learning. We begin with a new mathematical approach to news impact on share prices, which models well their power-type growth, periodicity, and the market phenomena like price targets and profit-taking. This theory generally requires Bessel and hypergeometric functions. Its discretization results in some tables of bids, basically, expected returns for main investment horizons, the key in our trading system. A preimage of our approach is a new contract card game. There are relations to random processes and the fractional Brownian motion. The ODE we obtained, especially those of Bessel-type, appeared to give surprisingly accurate modeling of the spread of COVID-19.
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Markiewicz, Łukasz, and Elke U. Weber. "DOSPERT's Gambling Risk-Taking Propensity Scale Predicts Excessive Stock Trading." Journal of Behavioral Finance 14, no. 1 (January 2013): 65–78. http://dx.doi.org/10.1080/15427560.2013.762000.

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Hoffmann, Arvid O. I., Thomas Post, and Joost M. E. Pennings. "How Investor Perceptions Drive Actual Trading and Risk-Taking Behavior." Journal of Behavioral Finance 16, no. 1 (January 2, 2015): 94–103. http://dx.doi.org/10.1080/15427560.2015.1000332.

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Ben-David, Itzhak, Justin Birru, and Viktor Prokopenya. "Uninformative Feedback and Risk Taking: Evidence from Retail Forex Trading*." Review of Finance 22, no. 6 (July 10, 2018): 2009–36. http://dx.doi.org/10.1093/rof/rfy022.

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Coates, J. M., and J. Herbert. "Endogenous steroids and financial risk taking on a London trading floor." Proceedings of the National Academy of Sciences 105, no. 16 (April 14, 2008): 6167–72. http://dx.doi.org/10.1073/pnas.0704025105.

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Grigor'eva, E. A., and A. S. Buzhikeeva. "Determining the discount rate when evaluating trade organizations: Some features." Financial Analytics: Science and Experience 13, no. 1 (February 28, 2020): 71–84. http://dx.doi.org/10.24891/fa.13.1.71.

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Subject. This article deals with the issues of determining the market value of the trading business, taking into account a number of characteristics. Objectives. The article aims to develop certain provisions of the methodology and practice of evaluating the business of trading organizations, namely, taking into account the additional risk of inventory feasibility when calculating the discount rate. Methods. For the study, we used a systems approach, and the cognition, and economic and analytical research methods. Results. The article presents a three-tiered classification of stocks and a definition of risk based on the criteria for dividing stocks by purpose, degree of implementation, and shelf life in accordance with the scale. Based on the classification, the article offers certain recommendations for determining the discount rate when evaluating trading organizations, aimed at taking into account additional risk. Conclusions. Various evaluation procedures within the framework of traditional approaches and methods in relation to trading organizations do not take into account risk specific to this type of economic activity. The proposed methodology for calculating the discount rate for trade organizations takes into account the features of their functioning.
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Konstantaras, K., and A. N. Piperopoulou. "Stock market trading: Compulsive gambling and the underestimation of risk." European Psychiatry 26, S2 (March 2011): 66. http://dx.doi.org/10.1016/s0924-9338(11)71777-1.

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IntroductionAlthough gamblers and investors have been found to exhibit many common traits, no existing studies associate retail investors with an explicit addictive behavior, or account for the degree of addiction's influence on investors’ and gamblers’ risk attitude and risk perception.ObjectivesThe study explores whether trading in the stock market is a potentially compulsive form of behavior. Furthermore, it explores the psychological risk perception versus economic risk taking of individuals engaged in active stock market trading and those in gambling, for various degrees of addiction.AimThe study aims to develop the profile of an addicted retail investor across demographic and risk variables.MethodsThe South Oaks Gambling Screen (Lesieur & Blume, 1987), adapted for stock market trading, the financial part of the Risk Taking Scale and Risk Perception Scale (Weber et al., 2002) and a demographics questionnaire was completed by a sample (582 responses) of active investors, gamblers and a control group in Greece at three distinctive time periods.ResultsResults suggest that retail trading in the stock market exhibits significant incidence of compulsive behavior (11.2%) across diverse stock market environments, probably more for females. The decision to become an active investor or gambler entails greater risk friendliness. Pathologically addicted retail investors underestimate the risk of trading in the stock market. Demographics also play a critical role in risk perception and risk underestimation.ConclusionThere is an apparent addiction problem between active retail investors that should be taken into account. Psychotherapeutic interventions are discussed.
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Dissertations / Theses on the topic "Risk-taking in trading"

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Akin, Özlem. "Lessons from times of crisis: Anticipation, risk taking and portfolio management." Doctoral thesis, Universitat Pompeu Fabra, 2013. http://hdl.handle.net/10803/119366.

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This thesis consists of three essays. In the first essay, we analyze bank insiders' trading in the securities of their own bank in the run-up to the 2007-08 financial crisis. We show that on average ex-ante bank insiders' net sell of shares implies worse performance in the crisis. Our result points out that the bankers, at least to some extent, were aware of the risks they were taking. In the second essay, I analyze the bank insiders' trading in their own portfolio during the crisis and find that insiders trade in a contrarian manner. In the third essay, we analyze the cycle in lending conditions and standards using a unique dataset on mortgage loans in Spain and find that lending standards are softer in the boom than in the bust. Also, we analyze the mechanism by which banks could increase the supply of mortgage loans despite of regulatory restrictions. Our evidence is consistent with banks encouraging appraisers to introduce an upward bias in appraisal prices, to meet LTV regulatory thresholds.
La tesis tiene contiene tres ensayos: En el primer ensayo, analizo el uso de información privilegiada a la hora de comerciar con los valores de su propio banco en el período previo a la crisis financiera de 2007-08. Se muestra que, en promedio, la venta neta de acciones ex ante por parte de los 'insiders' de los bancos implica un peor rendimiento durante la crisis. El resultado indica que los banqueros, por lo menos en cierta medida, eran conscientes de los riesgos que estaban tomando en el boom. En el segundo ensayo, analizo las operaciones bancarias de los 'insiders' en su cartera de activos durante la reciente crisis y se encuentra que los 'insiders' comercian de una manera contraria, lo que sugiere que en las acciones bancarias bajaron por debajo de sus fundamentales. En el tercer ensayo, analizo el ciclo en las condiciones y estándares de préstamos usando una base de datos única de los préstamos hipotecarios en España y encuentro que las condiciones de crédito son más relajadas en el auge que en la recesión. Asimismo, analizo el mecanismo por el cual los bancos podían aumentar la oferta de créditos hipotecarios a pesar de las restricciones regulatorias. La evidencia es consistente con la hipótesis de que los bancos alentaron a los tasadores a introducir un sesgo al alza en los precios de tasación, para cumplir con los umbrales reglamentarios de 'LTV', y así poder dar más préstamos.
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Zaheer, Srilata A. (Srilata Akbar). "Organizational context and risk-taking in a global environment : a study of foreign-exchange trading rooms in the U.S. and Japan." Thesis, Massachusetts Institute of Technology, 1992. http://hdl.handle.net/1721.1/13071.

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Tan, Gary. "Nature versus nurture: the influence of personal attributes and traits in determining an individual’s risk taking in trading." Thesis, 2016. http://hdl.handle.net/2440/102383.

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My thesis examines the saliency and power that the personal attributes an individual is born with (nature variables) and life experiences (nurture variables) have on an individual's risk taking in trading. My research is motivated by studies in the psychology, economics and finance literature that posit these variables have an impact on an individual’s risk taking, albeit not specifically related to trading. My results show that both nature and nurture variables are significant predictors of risk taking in trading and imply it is possible to profile an individual’s risk taking propensity in trading by capturing these factors.
Thesis (Ph.D.) -- University of Adelaide, Business School, 2016.
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Kwan, Ling-Fung, and 關靈峰. "The relationship between trading profits and subsequent risk taking by institutional investors on Taiwan option market." Thesis, 2012. http://ndltd.ncl.edu.tw/handle/87487353010831490596.

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碩士
國立中央大學
財務金融研究所
100
This study extends Liu et al. (2010) research in the trading profits and the subsequent risk taking by market makers for Taiwan option market, and considers investors’ inventory-before and holding period. This study distinguishes institutional investors from security investment trust, foreign institutions, dealers and market makers. We find that foreign institutions are the biggest winner in Taiwan option market, and we test whether institutional investor existed house money effect. We find that foreign institutions and security investment trust existed notable house money effect, but market makers and dealers do not. We also give the reasons why these two types of investors did not notable and we infer that it’s about to investor’s trading consequences and trading costs.
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Wu, Ween-Long, and 吳汶龍. "Do The Effects of Dealers’ Risk-Taking Behavior Channel Through Financing Limit Adjustment of Credit Trading Stock？." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/38726298158890602031.

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碩士
輔仁大學
科技管理學程碩士在職專班
99
The research in question is to, by means of WilcoxonSymbol Grading Test, Symbol Test and Multiple Regression Analysis, review the alteration in risks the 19 listed securities operators and those in the process of initial public offerings offering negotiable securities transactions, margin grading and short selling operations as well as affiliates to listed securities operators of financial holding companies when loan quota for stock credit transactions undergoes adjustments before sorting out examining the difference in the risks undergone by securities operators before and after the adjustments; further, the research in question is to review potential impacts on risks of securities operators, if any, based on the adjustments of loan quota for stock credit transactions. The results showed that there was significant difference for the outstanding bond fund before and after the adjustment on the margin loan position limit in seven securities dealers included Tachan Securities Co. Ltd., First Securities Inc., Taiwan International Securities Corporation, Tachong Securities Co. Ltd., Mega Securities, Waterland Securities, and Concord Securities Co. Ltd. For credit risk, there were significant difference for five securities dealers included Tachan Securities Co. Ltd., Grand Cathy Securities Corporation, Tachong Securities Co. Ltd., Mega Securities, and Waterland Securities. For the market risk, there were significant difference for six securities dealers included Jih Sun Securities, Grand Cathy Securities Corporation, Waterland Securities, KGI, Hua Nan Securities, and Yuanta Securities. For operational risk, there were significant difference for eleven securities dealers included Jih Sun Securities, Tachan Securities Co. Ltd., Taching Securities, Sino Pac Securities, Grand Cathy Securities Corporation, Taiwan International Securities Corporation, President Securities Corporation, Tachong Securities Co. Ltd., Mega Securities, Concord Securities Co. Ltd., and Fubon Financial. For management risk, there were significant difference for six securities dealers included Jih Sun Securities, Grand Cathy Securities Corporation, Tachong Securities Co. Ltd., Waterland Securities, Hua Nan Securities, and Polaris Securities Co. Ltd. On the other hand, the very empirical studies indicate that the companies do see remarkable impacts in its size before and after the adjustments in terms of market risk, credit risk, operational risk and operating risk among others.
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Books on the topic "Risk-taking in trading"

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Financial risk taking: An introduction to the psychology of trading and behavioural finance. Chichester, West Sussex: John Wiley & Sons, 2004.

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If participant's guide: Trading your if only regrets for God's what if possibilities. Grand Rapids: Baker Books, 2015.

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If: Trading Your If Only Regrets for God's What If Possibilities. Baker Books, 2015.

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Elvin, Mike. Financial Risk Taking: An Introduction to the Psychology of Trading and Behavioral Finance. Wiley, 2004.

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Elvin, Mike. Financial Risk Taking: An Introduction to the Psychology of Trading and Behavioural Finance. Wiley & Sons, Incorporated, John, 2010.

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Designs, LoewenTrading. Stock Trading - the Biggest Risk Is Not Taking a Risk: Regular Dots - Journal 6'' X 9'' , 120 Pages. Independently Published, 2022.

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Designs, LoewenTrading. Stock Trading - the Biggest Risk Is Not Taking a Risk: Regular Dots - Journal 6'' X 9'' , 120 Pages. Independently Published, 2022.

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Designs, LoewenTrading. Stock Trading - the Biggest Risk Is Not Taking a Risk: Regular Dots - Journal 6'' X 9'' , 120 Pages. Independently Published, 2022.

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Designs, LoewenTrading. Stock Trading - the Biggest Risk Is Not Taking a Risk: Regular Dots - Journal 6'' X 9'' , 120 Pages. Independently Published, 2022.

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Designs, LoewenTrading. Stock Trading - the Biggest Risk Is Not Taking a Risk: Regular Dots - Journal 6'' X 9'' , 120 Pages. Independently Published, 2022.

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Book chapters on the topic "Risk-taking in trading"

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Ceccarelli, Giovanni. "Risky Narratives: Framing General Average into Risk-Management Strategies (Thirteenth–Sixteenth Centuries)." In General Average and Risk Management in Medieval and Early Modern Maritime Business, 61–91. Cham: Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-04118-1_3.

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AbstractOver the last few years, historians have extensively investigated on the role of risk in the history of finance, and the development of risk-management techniques in the United States since the late nineteenth century. Well-established approaches that considered such innovations beneficial in themselves have been questioned, by pointing out the consequences of the pervasive spread of financial tools designed to mitigate risks. It appears, rather, that a socially uneven distribution of risk went along with the financial efficiency brought by these novelties, whose legitimacy rested on narratives identifying individual freedom with the taking of risks. This essay explores the possibility that something similar might have occurred in early modern Europe, when marine insurance provided an alternative to contracts previously used to mitigate the risks connected to sea trade. It also aims at discussing whether the spread of specialized insurance markets, beginning in the sixteenth century, brought to a substantial shift in the distribution of these types of risks from a restricted trading group to a broader social base.
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High, Mette M. "Trading Gold." In Fear and Fortune. Cornell University Press, 2017. http://dx.doi.org/10.7591/cornell/9781501707544.003.0007.

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This concluding chapter looks at the gold traders who take part in economic circuits that are oriented away from the mines and toward the yuan of their Chinese trading partners within Asia's illegal gold trade. For them, the intersection of gold wealth with international money flows is conducive to the transformation of their “lifeless” earnings into profitable and productive currency. Holding and handling unmatched quantities, they quickly reinvest their “renewed” money into the gold trade or a business venture. Often transformed into visible, material wealth, money from the illegal gold trade thus offers a competing topography of wealth that is based not on the accumulation of fortune in livestock but on risk taking and business acumen.
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Hilton, Denis. "Chapter 10 Overconfidence, Trading and Entrepreneurship: Cognitive and Cultural Processes in Risk-taking." In Contributions to Economic Analysis, 225–35. Elsevier, 2006. http://dx.doi.org/10.1016/s0573-8555(06)80011-8.

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Nguyen, Minh T. N. "Money, Risk Taking, and Playing: Shifting Masculinity in a Waste-Trading Community in the Red River Delta." In Traders in Motion, 105–16. Cornell University Press, 2018. http://dx.doi.org/10.7591/cornell/9781501719820.003.0009.

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This chapter examines the practices of masculinity by male migrant waste traders from a Red River delta district as underscored by the shifting ways in which they conduct their migrant trading activities and live their lives between youth and adulthood. It demonstrates that their practices push the boundaries of normative manhood, and over time help to redefine it, at the same time that they reproduce its symbolic parameters. As such, gender ideas and practices interact with each other to concurrently produce changes to and sustain social structures. The chapter indicates the relational and hybrid nature of masculinity, as well as the ways in which gender identity shapes and is shaped by the men’s participation in the marketplace.
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Michie, Ranald C. "Commodities and Derivatives, 2007–20." In Banks, Exchanges, and Regulators, 449–80. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780199553730.003.0017.

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By the beginning of the twenty-first century the role of commodity exchanges was to set reference prices for both commodities and financial products. Actual trading took place directly between producers and consumers or buyers and sellers. The exchanges provided heavily traded standardized contracts that were highly liquid, but charged for the service they provided and imposed strict rules and regulations. In contrast, direct trading between buyers and sellers was conducted free of charge and customized to suit the interests of particular buyers and sellers. It was those contracts traded away from the exchanges that many blamed for the crisis because of their contribution to increased risk taking. As a result there were moves to ban such contracts and to bring all derivatives trading onto regulated exchanges. However, derivatives proved to be essential features of volatile markets and exchanges were unable to provide the ease and flexibility that users found in the OTC market. As a result the derivatives market recovered from the crisis as the products it provided remained indispensable.
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Nguyen, Minh T. N. "Chapter Six. Money, Risk Taking, and Playing: Shifting Masculinity in a Waste-Trading Community in the Red River Delta." In Traders in Motion, 105–16. Cornell University Press, 2018. http://dx.doi.org/10.1515/9781501721342-012.

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Haimes, Yacov Y. "Systems-based risk analysis." In Global Catastrophic Risks. Oxford University Press, 2008. http://dx.doi.org/10.1093/oso/9780198570509.003.0011.

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Risk models provide the roadmaps that guide the analyst throughout the journey of risk assessment, if the adage ‘To manage risk, one must measure it’ constitutes the compass for risk management. The process of risk assessment and management may be viewed through many lenses, depending on the perspective, vision, values, and circumstances. This chapter addresses the complex problem of coping with catastrophic risks by taking a systems engineering perspective. Systems engineering is a multidisciplinary approach distinguished by a practical philosophy that advocates holism in cognition and decision making. The ultimate purposes of systems engineering are to (1) build an understanding of the system’s nature, functional behaviour, and interaction with its environment, (2) improve the decision-making process (e.g., in planning, design, development, operation, and management), and (3) identify, quantify, and evaluate risks, uncertainties, and variability within the decision-making process. Engineering systems are almost always designed, constructed, and operated under unavoidable conditions of risk and uncertainty and are often expected to achieve multiple and conflicting objectives. The overall process of identifying, quantifying, evaluating, and trading-off risks, benefits, and costs should be neither a separate, cosmetic afterthought nor a gratuitous add-on technical analysis. Rather, it should constitute an integral and explicit component of the overall managerial decision-making process. In risk assessment, the analyst often attempts to answer the following set of three questions (Kaplan and Garrick, 1981): ‘What can go wrong?’, ‘What is the likelihood that it would go wrong?’, and ‘What are the consequences?’ Answers to these questions help risk analysts identify, measure, quantify, and evaluate risks and their consequences and impacts. Risk management builds on the risk assessment process by seeking answers to a second set of three questions (Haimes, 1991): ‘What can be done and what options are available?’, ‘What are their associated trade-offs in terms of all costs, benefits, and risks?’, and ‘What are the impacts of current management decisions on future options?’ Note that the last question is the most critical one for any managerial decision-making.
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Mok, Mandy. "How AI Changes the Technopreneurship in the Business World and Its Impact on Business Practices." In Handbook of Research on Social Impacts of E-Payment and Blockchain Technology, 468–83. IGI Global, 2022. http://dx.doi.org/10.4018/978-1-7998-9035-5.ch025.

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Technopreneurship is the combination of the words “technology” and “entrepreneurship” that refers to commercial activities, including trading, importing and exporting, selling and buying locally or internationally, that are performed using technologies or technological tools, such as online marketing, data analytics, entrepreneurial platforms, artefactual intelligence appliances, robotics, etc. Additionally, technopreneurship also covers data science management, where data mining, data warehousing, big data analysis are among the important processes that are executed on scientific data in order to identify consumers' purchase behaviours and to forecast market trends. Technopreneurship is a form of entrepreneurship with technologies that involve intensive production, operation, and management processes and practise entrepreneurial spirits involving creativity, innovation, risk-taking, adventure, ambition, and foreseeing actions to achieve success.
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Fleck, Leonard M. "Precision Medicine, Precision Health." In Precision Medicine and Distributive Justice, 320—C8.N13. Oxford University PressNew York, 2022. http://dx.doi.org/10.1093/oso/9780197647721.003.0008.

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Abstract Precision medicine and precision health should complement one another. However, they might also be competing for the same resources. Precision health is about preventing cancer or attacking it in its earliest stages. The key tool for accomplishing that is the “liquid biopsy,” a blood draw that captures cancer cells in early stages. If all adults in the United States had a liquid biopsy annually, the cost would be $160 billion. Some advocate taking that money from end-of-life targeted cancer therapies to fund these liquid biopsies. Should the democratic deliberators endorse that idea as just for their future possible selves? Should the deliberators endorse trading off identified lives (metastatic cancer patients) for the statistical lives they hope to save from cancer? Should whole genome sequencing be used early in life to identify individuals at greater risk for cancer, socially fund liquid biopsies for them, but deny social funding to everyone else?
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Parry, Jonathan. "Sealing off Egypt and the Red Sea." In Promised Lands, 46–79. Princeton University Press, 2022. http://dx.doi.org/10.23943/princeton/9780691181899.003.0003.

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This chapter begins by analysing the aftermath of the 1799–1801 war. It mentions that the British officials were preoccupied with stopping the French from reinvading Egypt. Napoleon Bonaparte had justified his original invasion by stressing the extortionate and tyrannical rule of the Mamluks, so it became a priority to seek stability there. The chapter also looks at how Egypt fell into the destabilising civil war that the British army had predicted. It then reviews the initial British strategy for the Red Sea: The Dundas–Popham, one of the Arab trading alliances. Once the French were forced out of Egypt in 1801, local Arab chiefs had less incentive to pursue these. In the absence of French power in the region, the chapter emphasizes that there was little risk of the chiefs taking up Napoleon's cause, while Britain would incur Muslim hostility if it tried to interfere in the politics of the Hijaz and its Holy Cities.
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Conference papers on the topic "Risk-taking in trading"

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Fadl, Moustafa Abu El, Boris Abbey, and Kyungsub Stephen Choi. "Effect of IT Trading Platform on Financial Risk-Taking and Portfolio Performance." In 2015 48th Hawaii International Conference on System Sciences (HICSS). IEEE, 2015. http://dx.doi.org/10.1109/hicss.2015.398.

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Reports on the topic "Risk-taking in trading"

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Ben-David, Itzhak, Justin Birru, and Viktor Prokopenya. Uninformative Feedback and Risk Taking: Evidence from Retail Forex Trading. Cambridge, MA: National Bureau of Economic Research, April 2016. http://dx.doi.org/10.3386/w22146.

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