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Behavioural finance perspectives on Malaysian stock market efficiency

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  • Jasman Tuyon
  • Zamri Ahmada

Abstract

This paper provides historical, theoretical, and empirical syntheses in understanding the rationality of investors, stock prices, and stock market efficiency behaviour in the theoretical lenses of behavioural finance paradigm. The inquiry is guided by multidisciplinary behavioural-related theories. The analyses employed a long span of Bursa Malaysia stock market data from 1977 to 2014 along the different phases of economic development and market states. The tests confirmed the presence of asymmetric dynamic behaviour of prices predictability as well as risk and return relationships across different market states, risk states and quantiles data segments. The efficiency tests show trends of an adaptive pattern of weak market efficiency across various economic phases and market states. Collectively, these evidences lend support to bounded-adaptive rational of investors' behaviour, dynamic stock price behaviour, and accordingly forming bounded-adaptive market efficiency.

Suggested Citation

  • Jasman Tuyon & Zamri Ahmada, 2016. "Behavioural finance perspectives on Malaysian stock market efficiency," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 16(1), pages 43-61, March.
    • Handle: RePEc:bor:bistre:v:16:y:2016:i:1:p:43-61
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    1. Drakos, Konstantinos, 2010. "Terrorism activity, investor sentiment, and stock returns," Review of Financial Economics, Elsevier, vol. 19(3), pages 128-135, August.
    2. Han Kim, E. & Singal, Vijay, 2000. "The fear of globalizing capital markets," Emerging Markets Review, Elsevier, vol. 1(3), pages 183-198, November.
    3. Kim, Jae H. & Shamsuddin, Abul, 2008. "Are Asian stock markets efficient? Evidence from new multiple variance ratio tests," Journal of Empirical Finance, Elsevier, vol. 15(3), pages 518-532, June.
    4. Klapper, Leora F. & Love, Inessa, 2004. "Corporate governance, investor protection, and performance in emerging markets," Journal of Corporate Finance, Elsevier, vol. 10(5), pages 703-728, November.
    5. Andrew W. Lo, A. Craig MacKinlay, 1988. "Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 41-66.
    6. Baur, Dirk G. & Dimpfl, Thomas & Jung, Robert C., 2012. "Stock return autocorrelations revisited: A quantile regression approach," Journal of Empirical Finance, Elsevier, vol. 19(2), pages 254-265.
    7. William Schwert, G., 2002. "Stock volatility in the new millennium: how wacky is Nasdaq?," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 3-26, January.
    8. Toh Guat Guan & Zamri Ahmad, 2010. "Do Malaysian Investors' Judgement Exhibit Reference Dependence?," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 6(1), pages 109-133.
    9. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    10. Ruhani Ali & Zamri Ahmad & Shangkari V. Anusakumar, 2011. "Stock Market Overreaction and Trading Volume: Evidence from Malaysia," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 7(2), pages 103-119.
    11. Abiad, Abdul & Oomes, Nienke & Ueda, Kenichi, 2008. "The quality effect: Does financial liberalization improve the allocation of capital?," Journal of Development Economics, Elsevier, vol. 87(2), pages 270-282, October.
    12. George A. Akerlof, 2009. "How Human Psychology Drives the Economy and Why It Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1175-1175.
    13. Kian‐Ping Lim, 2008. "Sectoral efficiency of the Malaysian stock market and the impact of the Asian financial crisis," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 25(3), pages 196-208, August.
    14. Ocampo, Jose Antonio & Stiglitz, Joseph E. (ed.), 2008. "Capital Market Liberalization and Development," OUP Catalogue, Oxford University Press, number 9780199238446.
    15. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    16. Megumi Suto & Masashi Toshino, 2005. "Behavioural Biases of Japanese Institutional Investors: fund management and corporate governance," Corporate Governance: An International Review, Wiley Blackwell, vol. 13(4), pages 466-477, July.
    17. Michael J. Mauboussin, 2002. "Revisiting Market Efficiency: The Stock Market As A Complex Adaptive System," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(4), pages 47-55, January.
    18. Zhu, Hui-Ming & Li, ZhaoLai & You, WanHai & Zeng, Zhaofa, 2015. "Revisiting the asymmetric dynamic dependence of stock returns: Evidence from a quantile autoregression model," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 142-153.
    19. Cajueiro, Daniel O & Tabak, Benjamin M, 2004. "The Hurst exponent over time: testing the assertion that emerging markets are becoming more efficient," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 336(3), pages 521-537.
    20. Jushan Bai & Serena Ng, 2005. "Tests for Skewness, Kurtosis, and Normality for Time Series Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 49-60, January.
    21. Suárez-García, Pablo & Gómez-Ullate, David, 2014. "Multifractality and long memory of a financial index," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 394(C), pages 226-234.
    22. Kian-Ping Lim & Melvin J. Hinich, 2005. "Non-linear Market Behavior: Events Detection in the Malaysian Stock Market," Economics Bulletin, AccessEcon, vol. 7(6), pages 1-5.
    23. Hameed, Allaudeen & Ting, Serena, 2000. "Trading volume and short-horizon contrarian profits: Evidence from the Malaysian market," Pacific-Basin Finance Journal, Elsevier, vol. 8(1), pages 67-84, March.
    24. French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987. "Expected stock returns and volatility," Journal of Financial Economics, Elsevier, vol. 19(1), pages 3-29, September.
    25. Brocas, Isabelle & Carrillo, Juan D., 2000. "The value of information when preferences are dynamically inconsistent," European Economic Review, Elsevier, vol. 44(4-6), pages 1104-1115, May.
    26. Shiller, Robert J., 1999. "Human behavior and the efficiency of the financial system," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 20, pages 1305-1340, Elsevier.
    27. Kristoufek, Ladislav & Vosvrda, Miloslav, 2013. "Measuring capital market efficiency: Global and local correlations structure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(1), pages 184-193.
    28. Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
    29. Nawrocki, David & Viole, Fred, 2014. "Behavioral finance in financial market theory, utility theory, portfolio theory and the necessary statistics: A review," Journal of Behavioral and Experimental Finance, Elsevier, vol. 2(C), pages 10-17.
    30. Shiller, Robert J, 1981. "Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?," American Economic Review, American Economic Association, vol. 71(3), pages 421-436, June.
    31. Daniel, Kent & Hirshleifer, David & Teoh, Siew Hong, 2002. "Investor psychology in capital markets: evidence and policy implications," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 139-209, January.
    32. Robert J. Shiller, 2003. "From Efficient Markets Theory to Behavioral Finance," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 83-104, Winter.
    33. Lawrence Leger & Vitor Leone, 2008. "Changes in the risk structure of stock returns: Consumer Confidence and the dotcom bubble," Review of Financial Economics, John Wiley & Sons, vol. 17(3), pages 228-244, August.
    34. Durand, Robert B. & Koh, SzeKee & Tan, Paul LiJian, 2013. "The price of sin in the Pacific-Basin," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 899-913.
    35. Fiegenbaum, Avi, 1990. "Prospect theory and the risk-return association : An empirical examination in 85 industries," Journal of Economic Behavior & Organization, Elsevier, vol. 14(2), pages 187-203, October.
    36. Bogan, Vicki, 2008. "Stock Market Participation and the Internet," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 191-211, March.
    37. Ang, James B. & McKibbin, Warwick J., 2007. "Financial liberalization, financial sector development and growth: Evidence from Malaysia," Journal of Development Economics, Elsevier, vol. 84(1), pages 215-233, September.
    38. Céline Gimet & Thomas Lagoarde-Segot, 2011. "Global crisis and financial destabilization in ASEAN countries: a microstructural perspective," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 16(3), pages 294-312.
    39. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    40. Zhu, Min, 2013. "Return distribution predictability and its implications for portfolio selection," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 209-223.
    41. Lim, Kian-Ping & Kim, Jae H., 2011. "Trade openness and the informational efficiency of emerging stock markets," Economic Modelling, Elsevier, vol. 28(5), pages 2228-2238, September.
    42. Colin F. Camerer & George Loewenstein & Drazen Prelec, 2004. "Neuroeconomics: Why Economics Needs Brains," Scandinavian Journal of Economics, Wiley Blackwell, vol. 106(3), pages 555-579, October.
    43. Mitchell, Heather & Joseph, Saramma, 2010. "Changes in Malaysia: Capital controls, prime ministers and political connections," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 460-476, November.
    44. Białkowski, Jędrzej & Etebari, Ahmad & Wisniewski, Tomasz Piotr, 2012. "Fast profits: Investor sentiment and stock returns during Ramadan," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 835-845.
    45. Syed Aun R. Rizvi & Shaista Arshad, 2016. "How does crisis affect efficiency? An empirical study of East Asian markets," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 16(1), pages 1-8, March.
    46. Peter Blair Henry, 2000. "Stock Market Liberalization, Economic Reform, and Emerging Market Equity Prices," Journal of Finance, American Finance Association, vol. 55(2), pages 529-564, April.
    47. Pascal Fontaine & D. N'Guyen, 2006. "Stock market liberalization and information efficiency in emerging markets," Post-Print halshs-00103041, HAL.
    48. Alexandru Todea & Maria Ulici & Simona Silaghi, 2009. "Adaptive Markets Hypothesis - Evidence from Asia-Pacific Financial Markets," The Review of Finance and Banking, Academia de Studii Economice din Bucuresti, Romania / Facultatea de Finante, Asigurari, Banci si Burse de Valori / Catedra de Finante, vol. 1(1), pages 007-013, December.
    49. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    50. Summers, Lawrence H, 1986. "Does the Stock Market Rationally Reflect Fundamental Values?," Journal of Finance, American Finance Association, vol. 41(3), pages 591-601, July.
    51. Kevin Dowd & David Blake, 2006. "After VaR: The Theory, Estimation, and Insurance Applications of Quantile‐Based Risk Measures," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 73(2), pages 193-229, June.
    52. Mirzaee Ghazani, Majid & Khalili Araghi, Mansour, 2014. "Evaluation of the adaptive market hypothesis as an evolutionary perspective on market efficiency: Evidence from the Tehran stock exchange," Research in International Business and Finance, Elsevier, vol. 32(C), pages 50-59.
    53. Slezak, Steve L., 2003. "On the Impossibility of Weak-Form Efficient Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(3), pages 523-554, September.
    54. Jiang, J. & Ma, K. & Cai, X., 2007. "Non-linear characteristics and long-range correlations in Asian stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 378(2), pages 399-407.
    55. Conlisk, John, 1996. "Bounded rationality and market fluctuations," Journal of Economic Behavior & Organization, Elsevier, vol. 29(2), pages 233-250, March.
    56. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    57. Rayenda Brahmana & Chee Wooi Hooy & Zamri Ahmad, 2012. "The Role of Herd Behaviour in Determining the Investor‘s Monday Irrationality," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 8(2), pages 1-20.
    58. repec:cdl:ucsbec:13-89 is not listed on IDEAS
    59. Campbell, John Y & Shiller, Robert J, 1987. "Cointegration and Tests of Present Value Models," Journal of Political Economy, University of Chicago Press, vol. 95(5), pages 1062-1088, October.
    60. Auer, Benjamin R. & Rottmann, Horst, 2014. "Is there a Friday the 13th effect in emerging Asian stock markets?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 1(C), pages 17-26.
    61. Zalewska-Mitura, Anna & Hall, Stephen G., 1999. "Examining the first stages of market performance: a test for evolving market efficiency," Economics Letters, Elsevier, vol. 64(1), pages 1-12, July.
    62. Ben Rejeb, Aymen & Boughrara, Adel, 2013. "Financial liberalization and stock markets efficiency: New evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 17(C), pages 186-208.
    63. Baur, Dirk G., 2013. "The structure and degree of dependence: A quantile regression approach," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 786-798.
    64. Jengfang Chen & Chunghuey Huang & Ming-Long Wang & Jia-Chi Cheng, 2010. "Information Effects During the U. S. Subprime Crisis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 46(1), pages 75-86, January.
    65. Vikash Ramiah, 2012. "The Impact of International Terrorist Attacks on the Risk and Return of Malaysian Equity Portfolios," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 15(04), pages 1-26.
    66. Shi-Nan Cao & Jing Deng & Honggang Li, 2010. "Prospect theory and risk appetite: an application to traders’ strategies in the financial market," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 5(2), pages 249-259, December.
    67. Zamri Ahmad & Simon Hussain, 2001. "KLSE Long Run Overreaction and the Chinese New‐Year Effect," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(1‐2), pages 63-105, January.
    68. repec:ebl:ecbull:v:7:y:2005:i:6:p:1-5 is not listed on IDEAS
    69. Blume, Lawrence & Easley, David, 1992. "Evolution and market behavior," Journal of Economic Theory, Elsevier, vol. 58(1), pages 9-40, October.
    70. Kim, Jae H. & Shamsuddin, Abul & Lim, Kian-Ping, 2011. "Stock return predictability and the adaptive markets hypothesis: Evidence from century-long U.S. data," Journal of Empirical Finance, Elsevier, vol. 18(5), pages 868-879.
    71. Hoque, Hafiz A.A.B. & Kim, Jae H. & Pyun, Chong Soo, 2007. "A comparison of variance ratio tests of random walk: A case of Asian emerging stock markets," International Review of Economics & Finance, Elsevier, vol. 16(4), pages 488-502.
    72. Urquhart, Andrew & Hudson, Robert, 2013. "Efficient or adaptive markets? Evidence from major stock markets using very long run historic data," International Review of Financial Analysis, Elsevier, vol. 28(C), pages 130-142.
    73. Soufian, Mona & Forbes, William & Hudson, Robert, 2014. "Adapting financial rationality: Is a new paradigm emerging?," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 25(8), pages 724-742.
    74. Ratner, Mitchell, 1996. "Investigating the behavior and characteristics of the Madrid Stock Exchange," Journal of Banking & Finance, Elsevier, vol. 20(1), pages 135-149, January.
    75. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    76. Zamri Ahmad & Simon Hussain, 2001. "KLSE Long Run Overreaction and the Chinese New-Year Effect," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(1-2), pages 63-105.
    77. Hiremath, Gourishankar S & Kumari, Jyoti, 2014. "Stock returns predictability and the adaptive market hypothesis in emerging markets: evidence from India," MPRA Paper 58378, University Library of Munich, Germany.
    78. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    79. Richards, Anthony, 2005. "Big Fish in Small Ponds: The Trading Behavior and Price Impact of Foreign Investors in Asian Emerging Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(1), pages 1-27, March.
    80. Aymen Ben Rejeb & Adel Boughrara, 2014. "Financial liberalization and emerging stock market efficiency: an empirical analysis of structural changes," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 7(2), pages 230-245, September.
    81. LeRoy, Stephen F, 1989. "Efficient Capital Markets and Martingales," Journal of Economic Literature, American Economic Association, vol. 27(4), pages 1583-1621, December.
    82. Geert Bekaert & Campbell Harvey & Christian T. Lundblad, 2003. "Equity market liberalization in emerging markets," Review, Federal Reserve Bank of St. Louis, vol. 85(Jul), pages 53-74.
    83. Shefrin, Hersh & Statman, Meir, 2000. "Behavioral Portfolio Theory," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(2), pages 127-151, June.
    84. Khan, Saleheen & Park, Kwang Woo (Ken), 2009. "Contagion in the stock markets: The Asian financial crisis revisited," Journal of Asian Economics, Elsevier, vol. 20(5), pages 561-569, September.
    85. Nicholas Barberis & Ming Huang & Tano Santos, 2001. "Prospect Theory and Asset Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 1-53.
    86. Nicky Yeong & Chong Mun Ho & Brian Dollery & Mori Kogid, 2010. "A test of the present value model of stock prices under rational and adaptive expectations using Bursa Malaysia data from 1983 to 2003," Applied Economics Letters, Taylor & Francis Journals, vol. 17(18), pages 1835-1839.
    87. Gärling, Tommy & Kirchler, Erich & Lewis, Alan & van Raaij, Fred, 2009. "Psychology, Financial Decision Making, and Financial Crises," Sustainable Investment and Corporate Governance Working Papers 2009/7, Sustainable Investment Research Platform.
    88. Lim, Kian-Ping & Brooks, Robert D. & Kim, Jae H., 2008. "Financial crisis and stock market efficiency: Empirical evidence from Asian countries," International Review of Financial Analysis, Elsevier, vol. 17(3), pages 571-591, June.
    89. Kian‐Ping Lim & Robert Brooks, 2011. "The Evolution Of Stock Market Efficiency Over Time: A Survey Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 69-108, February.
    90. Chan, Kalok & McQueen, Grant & Thorley, Steven, 1998. "Are there rational speculative bubbles in Asian stock markets?," Pacific-Basin Finance Journal, Elsevier, vol. 6(1-2), pages 125-151, May.
    91. Hollifield, Burton, 2002. "Comment on: : Stock volatility in the new millennium: how wacky is Nasdaq?," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 27-30, January.
    92. Nicholas C. Barberis, 2013. "Thirty Years of Prospect Theory in Economics: A Review and Assessment," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 173-196, Winter.
    93. George J. Stigler, 1967. "Imperfections in the Capital Market," Journal of Political Economy, University of Chicago Press, vol. 75(3), pages 287-287.
    94. Teo Jasic & Douglas Wood, 2006. "Testing for efficiency and non-linearity in market and natural time series," Journal of Applied Statistics, Taylor & Francis Journals, vol. 33(2), pages 113-138.
    95. Kim, Kenneth A. & Nofsinger, John R., 2008. "Behavioral finance in Asia," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 1-7, January.
    96. Zunino, L. & Tabak, B.M. & Figliola, A. & Pérez, D.G. & Garavaglia, M. & Rosso, O.A., 2008. "A multifractal approach for stock market inefficiency," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(26), pages 6558-6566.
    97. Rizvi, Syed Aun R. & Dewandaru, Ginanjar & Bacha, Obiyathulla I. & Masih, Mansur, 2014. "An analysis of stock market efficiency: Developed vs Islamic stock markets using MF-DFA," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 407(C), pages 86-99.
    98. Lim, Kian-Ping, 2007. "Ranking market efficiency for stock markets: A nonlinear perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 376(C), pages 445-454.
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    12. Sensoy, Ahmet & Tabak, Benjamin M., 2015. "Time-varying long term memory in the European Union stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 436(C), pages 147-158.
    13. Stracca, Livio, 2004. "Behavioral finance and asset prices: Where do we stand?," Journal of Economic Psychology, Elsevier, vol. 25(3), pages 373-405, June.
    14. Boya, Christophe M., 2019. "From efficient markets to adaptive markets: Evidence from the French stock exchange," Research in International Business and Finance, Elsevier, vol. 49(C), pages 156-165.
    15. Ben Rejeb, Aymen & Boughrara, Adel, 2013. "Financial liberalization and stock markets efficiency: New evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 17(C), pages 186-208.
    16. Juan Benjamín Duarte Duarte & Juan Manuel Mascareñas Pérez-Iñigo, 2014. "¿Han sido los mercados bursátiles eficientes informacionalmente?," Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, June.
    17. Zamri Ahmad & Haslindar Ibrahim & Jasman Tuyon, 2017. "Behavior of fund managers in Malaysian investment management industry," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 9(3), pages 205-239, August.
    18. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    19. Juan Benjamín Duarte Duarte & Juan Manuel Mascare?nas Pérez-Iñigo, 2014. "Comprobación de la eficiencia débil en los principales mercados financieros latinoamericanos," Estudios Gerenciales, Universidad Icesi, November.
    20. Rahman, Md. Lutfur & Lee, Doowon & Shamsuddin, Abul, 2017. "Time-varying return predictability in South Asian equity markets," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 179-200.

    More about this item

    Keywords

    Behavioural finance paradigm; Bounded-adaptive rationality; Bounded-adaptive efficiency; Emerging stock markets;
    All these keywords.

    JEL classification:

    • B10 - Schools of Economic Thought and Methodology - - History of Economic Thought through 1925 - - - General
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    Statistics

    Access and download statistics

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