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Do individual investors learn from their trading experience

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Author Info

  • Gina Nicolosi
  • Liang Peng

Abstract

This paper investigates whether individual investors adjust their stock trading according to their stock selection abilities, which can be inferred from their trading history. Fixed-effect panel regressions provide strong evidence that the ability to forecast future stock returns significantly affects investors’ trading activity: investors purchase more actively if they are more likely to have stock selection ability. Furthermore, trading experience – measured by the number of purchases, the number of different stocks purchased, and the variance of purchase dollar amounts – significantly helps improve investors’ portfolio performance. In addition, we find that learning behavior varies across investors, which corroborates the heterogeneity of individual investors

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Bibliographic Info

Paper provided by Econometric Society in its series Econometric Society 2004 North American Summer Meetings with number 532.

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Date of creation: 11 Aug 2004
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Handle: RePEc:ecm:nasm04:532

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Keywords: individual investors; learning; rationality; trading;

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Citations

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Cited by:
  1. Glaser, Markus & Weber, Martin, 2005. "Which Past Returns Affect Trading Volume?," SIFR Research Report Series 35, Institute for Financial Research.
  2. Guiso, Luigi & Sodini, Paolo, 2012. "Household Finance: An Emerging Field," CEPR Discussion Papers 8934, C.E.P.R. Discussion Papers.
  3. Ruey-Dang Chang & Jo-Ting Wei, 2011. "Effects of governance on investment decisions and perceptions of reporting credibility: Investment experience of Taiwanese individual investors," Asia Pacific Journal of Management, Springer, vol. 28(1), pages 139-155, March.
  4. Margarida Abreu & Victor Mendes, 2011. "Information, Overconfidence and Trading: Do the Sources of Information Matter?," Working Papers 2011/25, Department of Economics at the School of Economics and Management (ISEG), Technical University of Lisbon..
  5. Glaser, Markus & Weber, Martin, 2009. "Which past returns affect trading volume?," Journal of Financial Markets, Elsevier, vol. 12(1), pages 1-31, February.
  6. Glaser, Markus & Weber, Martin, 2007. "Why inexperienced investors do not learn: They do not know their past portfolio performance," Finance Research Letters, Elsevier, vol. 4(4), pages 203-216, December.
  7. Camille Magron, 2012. "Performance of individual investors and personal investment objectives," Working Papers of LaRGE Research Center 2012-07, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg (France).
  8. Jie Lu & Bruce Mizrach, 2007. "Is Talk Cheap Online: Strategic Interaction in A Stock Trading Chat Room," Departmental Working Papers 200701, Rutgers University, Department of Economics.
  9. Camille Magron & Maxime Merli, 2012. "Stocks repurchase and sophistication of individual investors," Working Papers of LaRGE Research Center 2012-02, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg (France).
  10. Pütz, Alexander & Ruenzi, Stefan, 2010. "Overconfidence among professional investors: Evidence from mutual fund managers," CFR Working Papers 08-08 [rev.], University of Cologne, Centre for Financial Research (CFR).
  11. Bruce Mizrach & Susan Weerts, 2004. "Experts Online: An Analysis of Trading Activity in a Public Internet Chat Room," Departmental Working Papers 200412, Rutgers University, Department of Economics.
  12. Margarida Abreu & Victor Mendes & João A. Santos, 2010. "Home Country Bias: Does Domestic Experience Help Investors Enter Foreign Markets?," Working Papers 2010/02, Department of Economics at the School of Economics and Management (ISEG), Technical University of Lisbon..
  13. Niessen, Alexandra & Ruenzi, Stefan, 2007. "Sex matters: Gender differences in a professional setting," CFR Working Papers 06-01, University of Cologne, Centre for Financial Research (CFR).
  14. Chiang, Yao-Min & Hirshleifer, David & Qian, Yiming & Sherman, Ann, 2009. "Learning to Fail? Evidence from Frequent IPO Investors," MPRA Paper 16854, University Library of Munich, Germany, revised Aug 2009.

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