Stock market experience and investor overconfidence: Do investors learn to be overconfident?

IF 3.6 2区 经济学 Q1 BUSINESS, FINANCE
Gennaro Bernile , Yosef Bonaparte , Stefanos Delikouras
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Abstract

Investor overconfidence, characterized by an excessive belief in the ability to generate superior portfolio returns, is a widely studied behavioral bias. This paper investigates the mechanisms underlying overconfidence using a Bayesian model that incorporates two features: biased prior beliefs, which imply overconfidence even before investors engage in the stock market, and biased learning, where investors overemphasize instances of outperforming the market. Empirical analysis supports the hypothesis that biased learning contributes to overconfidence, but only in the early years of investor tenure. Although overconfidence decreases with investment experience, we find that it is a widespread and persistent behavioral trait.
股市经验与投资者过度自信:投资者是否学会过度自信?
投资者过度自信是一种被广泛研究的行为偏差,其特征是过度相信有能力产生优异的投资组合回报。本文使用贝叶斯模型研究了过度自信的机制,该模型包含两个特征:有偏见的先验信念,这意味着投资者甚至在参与股票市场之前就过度自信,以及有偏见的学习,投资者过度强调表现优于市场的实例。实证分析支持有偏见的学习导致过度自信的假设,但仅在投资者任期的最初几年。虽然过度自信随着投资经验的增加而减少,但我们发现它是一种普遍而持久的行为特征。
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来源期刊
CiteScore
6.40
自引率
5.40%
发文量
262
期刊介绍: The Journal of Banking and Finance (JBF) publishes theoretical and empirical research papers spanning all the major research fields in finance and banking. The aim of the Journal of Banking and Finance is to provide an outlet for the increasing flow of scholarly research concerning financial institutions and the money and capital markets within which they function. The Journal''s emphasis is on theoretical developments and their implementation, empirical, applied, and policy-oriented research in banking and other domestic and international financial institutions and markets. The Journal''s purpose is to improve communications between, and within, the academic and other research communities and policymakers and operational decision makers at financial institutions - private and public, national and international, and their regulators. The Journal is one of the largest Finance journals, with approximately 1500 new submissions per year, mainly in the following areas: Asset Management; Asset Pricing; Banking (Efficiency, Regulation, Risk Management, Solvency); Behavioural Finance; Capital Structure; Corporate Finance; Corporate Governance; Derivative Pricing and Hedging; Distribution Forecasting with Financial Applications; Entrepreneurial Finance; Empirical Finance; Financial Economics; Financial Markets (Alternative, Bonds, Currency, Commodity, Derivatives, Equity, Energy, Real Estate); FinTech; Fund Management; General Equilibrium Models; High-Frequency Trading; Intermediation; International Finance; Hedge Funds; Investments; Liquidity; Market Efficiency; Market Microstructure; Mergers and Acquisitions; Networks; Performance Analysis; Political Risk; Portfolio Optimization; Regulation of Financial Markets and Institutions; Risk Management and Analysis; Systemic Risk; Term Structure Models; Venture Capital.
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