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Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior

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Cited by:

  1. Mohammad (Vahid) Irani & Hugh Hoikwang Kim, 2023. "The consequences of non‐trading institutional investors," Financial Management, Financial Management Association International, vol. 52(3), pages 433-481, September.
  2. Loban, Lidia & Sarto, José Luis & Vicente, Luis, 2021. "Determinants of non-compliant equity funds with EU portfolio concentration limits," Journal of Multinational Financial Management, Elsevier, vol. 62(C).
  3. Shang-Jin Wei & Mr. Gaston Gelos, 2002. "Transparency and International Investor Behavior," IMF Working Papers 2002/174, International Monetary Fund.
  4. Bruce D. Grundy & J. Spencer Martin, "undated". "Understanding the Nature of the Risks and the Source of Rewards to Momentum Investing," Rodney L. White Center for Financial Research Working Papers 13-98, Wharton School Rodney L. White Center for Financial Research.
  5. Phil Holmes & Vasileios Kallinterakis & M P Leite Ferreira, 2013. "Herding in a Concentrated Market: a Question of Intent," European Financial Management, European Financial Management Association, vol. 19(3), pages 497-520, June.
  6. Charlotte Christiansen & Ran Xing & Yue Xu, 2020. "Origins of Mutual Fund Skill: Market versus Accounting Based Asset Pricing Anomalies," CREATES Research Papers 2020-14, Department of Economics and Business Economics, Aarhus University.
  7. Gu, Chen & Guo, Xu & Zhang, Chengping, 2022. "Analyst target price revisions and institutional herding," International Review of Financial Analysis, Elsevier, vol. 82(C).
  8. Saadaoui Mallek, Ray & Albaity, Mohamed & Molyneux, Philip, 2022. "Herding behaviour heterogeneity under economic and political risks: Evidence from GCC," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 345-361.
  9. Marco Cipriani & Antonio Guarino, 2014. "Estimating a Structural Model of Herd Behavior in Financial Markets," American Economic Review, American Economic Association, vol. 104(1), pages 224-251, January.
  10. Rui Albuquerque & Luís Cabral & José Guedes, 2019. "Incentive Pay and Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 32(11), pages 4304-4342.
  11. Curcuru, Stephanie E. & Thomas, Charles P. & Warnock, Francis E. & Wongswan, Jon, 2014. "Uncovered Equity Parity and rebalancing in international portfolios," Journal of International Money and Finance, Elsevier, vol. 47(C), pages 86-99.
  12. Chay, J. B. & Trzcinka, Charles A., 1999. "Managerial performance and the cross-sectional pricing of closed-end funds," Journal of Financial Economics, Elsevier, vol. 52(3), pages 379-408, June.
  13. Wang, Zi-Mei & Chiao, Chaoshin & Chang, Ya-Ting, 2012. "Technical analyses and order submission behaviors: Evidence from an emerging market," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 109-128.
  14. Joliet, Robert & Titova, Yulia, 2018. "Equity SRI funds vacillate between ethics and money: An analysis of the funds’ stock holding decisions," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 70-86.
  15. Michael McAleer & Kim Radalj, 2013. "Herding, Information Cascades and Volatility Spillovers in Futures Markets," Journal of Reviews on Global Economics, Lifescience Global, vol. 2, pages 307-329.
  16. Angelidis, Timotheos & Giamouridis, Daniel & Tessaromatis, Nikolaos, 2013. "Revisiting mutual fund performance evaluation," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1759-1776.
  17. Fotini Economou & Konstantinos Gavriilidis & Bartosz Gebka & Vasileios Kallinterakis, 2022. "Feedback trading: a review of theory and empirical evidence," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 15(4), pages 429-476, February.
  18. Lee, Jaeram & Jeon, Hyunglae & Kang, Jangkoo & Lee, Changjun, 2020. "Do actively managed mutual funds exploit stock market mispricing?," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
  19. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
  20. Raphaëlle Bellando, 2008. "Le conflit d'agence dans la gestion déléguée de portefeuille : une revue de littérature," Revue d'économie politique, Dalloz, vol. 118(3), pages 317-339.
  21. Sanjeev Bhojraj & Young Jun Cho & Nir Yehuda, 2012. "Mutual Fund Family Size and Mutual Fund Performance: The Role of Regulatory Changes," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 647-684, June.
  22. Shi, Huai-Long & Zhou, Wei-Xing, 2017. "Time series momentum and contrarian effects in the Chinese stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 309-318.
  23. Suleyman Basak & Dmitry Makarov, 2014. "Strategic Asset Allocation in Money Management," Journal of Finance, American Finance Association, vol. 69(1), pages 179-217, February.
  24. Karen L. Benson & David R. Gallagher & Patrick Teodorowski, 2007. "Momentum investing and the asset allocation decision," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 47(4), pages 571-598, December.
  25. Raddatz, Claudio & Schmukler, Sergio L., 2012. "On the international transmission of shocks: Micro-evidence from mutual fund portfolios," Journal of International Economics, Elsevier, vol. 88(2), pages 357-374.
  26. Hamdani, Assaf & Kandel, Eugene & Mugerman, Yevgeny & Yafeh, Yishay, 2017. "Incentive Fees and Competition in Pension Funds: Evidence from a Regulatory Experiment," Journal of Law, Finance, and Accounting, now publishers, vol. 2(1), pages 49-86, June.
  27. Mohamed AROURI & Raphaëlle BELLANDO & Sébastien RINGUEDE & Anne-Gaël VAUBOURG, 2009. "Herding by instutional investors: empirical evidence from french mutual funds," LEO Working Papers / DR LEO 700, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
  28. Choudhry, Taufiq & Jayasekera, Ranadeva, 2014. "Returns and volatility spillover in the European banking industry during global financial crisis: Flight to perceived quality or contagion?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 36-45.
  29. McGoun, Elton G., 1996. "Fashion and finance," International Review of Financial Analysis, Elsevier, vol. 5(1), pages 65-78.
  30. Sina Ehsani & Juhani T. Linnainmaa, 2019. "Factor Momentum and the Momentum Factor," NBER Working Papers 25551, National Bureau of Economic Research, Inc.
  31. Yang, J-H.S. & Satchell, S.E., 2003. "Endogenous Correlation," Cambridge Working Papers in Economics 0321, Faculty of Economics, University of Cambridge.
  32. Baltzer, Markus & Jank, Stephan & Smajlbegovic, Esad, 2019. "Who trades on momentum?," Journal of Financial Markets, Elsevier, vol. 42(C), pages 56-74.
  33. Edison, Hali J. & Warnock, Francis E., 2008. "Cross-border listings, capital controls, and equity flows to emerging markets," Journal of International Money and Finance, Elsevier, vol. 27(6), pages 1013-1027, October.
  34. Sumit Agarwal & I‐Ming Chiu & Chunlin Liu & S. Ghon Rhee, 2011. "The Brokerage Firm Effect In Herding: Evidence From Indonesia," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 34(3), pages 461-479, September.
  35. Kingsley Fong & David R. Gallagher & Aaron Ng, 2005. "The Use of Derivatives by Investment Managers and Implications for Portfolio Performance and Risk," International Review of Finance, International Review of Finance Ltd., vol. 5(1‐2), pages 1-29, March.
  36. Ardila-Alvarez, Diego & Forro, Zalan & Sornette, Didier, 2021. "The acceleration effect and Gamma factor in asset pricing," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 569(C).
  37. Oleg Chuprinin & Denis Sosyura, 2016. "Family Descent as a Signal of Managerial Quality: Evidence from Mutual Funds," NBER Working Papers 22517, National Bureau of Economic Research, Inc.
  38. Wentworth Boynton & Steven Jordan, 2006. "Will the Smart Institutional Investor Always Drive Prices to Fundamental Value?," Yale School of Management Working Papers amz2357, Yale School of Management, revised 19 Nov 2006.
  39. Pei-I Chou & Chia-Hao Lee, 2012. "Is Concentration a Good Idea? Evidence from Active Fund Management," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 19(1), pages 23-41, March.
  40. Marco Cipriani & Graciela Kaminsky, 2007. "Volatility in International Financial Market Issuance: The Role of the Financial Center," Open Economies Review, Springer, vol. 18(2), pages 157-176, April.
  41. Li, Xin & Paulson, Nicholas, 2014. "Is Farm Management Skill Persistent?," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170170, Agricultural and Applied Economics Association.
  42. Kim, Woochan & Wei, Shang-Jin, 2002. "Offshore investment funds: monsters in emerging markets?," Journal of Development Economics, Elsevier, vol. 68(1), pages 205-224, June.
  43. Łukasz Dopierała & Magdalena Mosionek-Schweda, 2020. "Pension Fund Management, Investment Performance, and Herding in the Context of Regulatory Changes: New Evidence from the Polish Pension System," Risks, MDPI, vol. 9(1), pages 1-19, December.
  44. Abhay Kaushik & Douglas E. Brinckman & Clarence C. Rose, 2013. "Performance Evaluation and Fund Selection Criteria for Mutual Funds over the Period 2000-2011," Accounting and Finance Research, Sciedu Press, vol. 2(3), pages 111-111, August.
  45. Grinblatt, Mark & Moskowitz, Tobias J., 2004. "Predicting stock price movements from past returns: the role of consistency and tax-loss selling," Journal of Financial Economics, Elsevier, vol. 71(3), pages 541-579, March.
  46. Agarwal, Vikas & Gay, Gerald D. & Ling, Leng, 2012. "Performance inconsistency in mutual funds: An investigation of window-dressing behavior," CFR Working Papers 11-07 [rev.], University of Cologne, Centre for Financial Research (CFR).
  47. Lillyn L. Teh & Werner F. M. de Bondt, 1997. "Herding Behavior and Stock Returns: An Exploratory Investigation," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 133(II), pages 293-324, June.
  48. Chen, Hung-Ling & Chow, Edward H. & Shiu, Cheng-Yi, 2015. "The informational role of individual investors in stock pricing: Evidence from large individual and small retail investors," Pacific-Basin Finance Journal, Elsevier, vol. 31(C), pages 36-56.
  49. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
  50. Wang, Hu & Li, Shouwei & Ma, Yuyin, 2021. "Herding in Open-end Funds: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
  51. Lukas Menkhoff & Mark P. Taylor, 2007. "The Obstinate Passion of Foreign Exchange Professionals: Technical Analysis," Journal of Economic Literature, American Economic Association, vol. 45(4), pages 936-972, December.
  52. Goodfellow, Christiane & Bohl, Martin T. & Gebka, Bartosz, 2009. "Together we invest? Individual and institutional investors' trading behaviour in Poland," International Review of Financial Analysis, Elsevier, vol. 18(4), pages 212-221, September.
  53. Hunter, David & Kandel, Eugene & Kandel, Shmuel & Wermers, Russ, 2014. "Mutual fund performance evaluation with active peer benchmarks," Journal of Financial Economics, Elsevier, vol. 112(1), pages 1-29.
  54. Chen, An-Sing & Hong, Bi-Shia, 2006. "Institutional ownership changes and returns around analysts' earnings forecast release events: Evidence from Taiwan," Journal of Banking & Finance, Elsevier, vol. 30(9), pages 2471-2488, September.
  55. Froot, Kenneth A. & Tjornhom Donohue, Jessica, 2002. "The persistence of emerging market equity flows," Emerging Markets Review, Elsevier, vol. 3(4), pages 338-364, December.
  56. Kim, Woochan & Wei, Shang-Jin, 2002. "Foreign portfolio investors before and during a crisis," Journal of International Economics, Elsevier, vol. 56(1), pages 77-96, January.
  57. Andreas Hoepner & Lisa Schopohl, 2015. "Red versus Blue: Do Political Dimensions Influence the Investment Preferences of State Pension Funds?," ICMA Centre Discussion Papers in Finance icma-dp2015-06, Henley Business School, University of Reading.
  58. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2008. "UK mutual fund performance: Skill or luck?," Journal of Empirical Finance, Elsevier, vol. 15(4), pages 613-634, September.
  59. Sunyoung Lee & Keun Lee, 2021. "3% rules the market: herding behavior of a group of investors, asset market volatility, and return to the group in an agent-based model," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 16(2), pages 359-380, April.
  60. Marco Cipriani & Antonio Guarino, 2009. "Herd Behavior in Financial Markets: An Experiment with Financial Market Professionals," Journal of the European Economic Association, MIT Press, vol. 7(1), pages 206-233, March.
  61. Tobias J. Moskowitz & Mark Grinblatt, 2002. "What Do We Really Know About the Cross-Sectional Relation Between Past and Expected Returns?," Yale School of Management Working Papers ysm259, Yale School of Management.
  62. Travis Sapp, 2011. "The 52-week high, momentum, and predicting mutual fund returns," Review of Quantitative Finance and Accounting, Springer, vol. 37(2), pages 149-179, August.
  63. Galariotis, Emilios C. & Rong, Wu & Spyrou, Spyros I., 2015. "Herding on fundamental information: A comparative study," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 589-598.
  64. Lora R. Todorova & Bodo Vogt, 2012. "Herding in a Laboratory Asset Market with a Rich Action Set," FEMM Working Papers 120022, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
  65. Espinoza, Nicolás & Espinoza, Tomás, 2014. "The Momentum Effect In The Chilean Stock Market," Abante, Escuela de Administracion. Pontificia Universidad Católica de Chile., vol. 12(1), pages 1-32.
  66. Collinet, Lance & Firer, Colin, 2003. "Characterising persistence of performance amongst South African general equity unit trusts," Omega, Elsevier, vol. 31(6), pages 523-538, December.
  67. Fujiwara, Ippei & Ichiue, Hibiki & Nakazono, Yoshiyuki & Shigemi, Yosuke, 2013. "Financial markets forecasts revisited: Are they rational, stubborn or jumpy?," Economics Letters, Elsevier, vol. 118(3), pages 526-530.
  68. Pop, Raluca Elena, 2012. "Herd behavior towards the market index: evidence from Romanian stock exchange," MPRA Paper 51595, University Library of Munich, Germany.
  69. Bubeck, Johannes & Habib, Maurizio Michael & Manganelli, Simone, 2018. "The portfolio of euro area fund investors and ECB monetary policy announcements," Journal of International Money and Finance, Elsevier, vol. 89(C), pages 103-126.
  70. Pirie, Scott & Chan, Ronald King To, 2018. "A two-stage study of momentum investing in Asia: A case of cognitive dissonance?," Research in International Business and Finance, Elsevier, vol. 44(C), pages 340-349.
  71. Ciarlone, Alessio & Miceli, Valeria, 2016. "Escaping financial crises? Macro evidence from sovereign wealth funds' investment behaviour," Emerging Markets Review, Elsevier, vol. 27(C), pages 169-196.
  72. Jiang, Hao & Verardo, Michela, 2018. "Does herding behavior reveal skill? An analysis of mutual fund performance," LSE Research Online Documents on Economics 86372, London School of Economics and Political Science, LSE Library.
  73. Goetzmann, William N. & Massa, Massimo, 2002. "Daily Momentum and Contrarian Behavior of Index Fund Investors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(3), pages 375-389, September.
  74. Jeffrey Hobbs & Vivek Singh, 2015. "A comparison of buy‐side and sell‐side analysts," Review of Financial Economics, John Wiley & Sons, vol. 24(1), pages 42-51, January.
  75. Cormac O Grada & Morgan Kelly, 2000. "Market Contagion: Evidence from the Panics of 1854 and 1857," American Economic Review, American Economic Association, vol. 90(5), pages 1110-1124, December.
  76. Kellard, Neil & Millo, Yuval & Simon, Jan & Engel, Ofer, 2017. "Close communications: hedge funds, brokers and the emergence of herding," LSE Research Online Documents on Economics 64766, London School of Economics and Political Science, LSE Library.
  77. Jeong-Ryeol Kurz-Kim, 2019. "Trading behavior of stock investors: Black Monday revisited," Journal of Asset Management, Palgrave Macmillan, vol. 20(4), pages 251-262, July.
  78. Ferson, Wayne E., 2013. "Investment Performance: A Review and Synthesis," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 969-1010, Elsevier.
  79. Thierry Roncalli, 2018. "Keep up the momentum," Journal of Asset Management, Palgrave Macmillan, vol. 19(5), pages 351-361, September.
  80. Andrikopoulos, Panagiotis & Gebka, Bartosz & Kallinterakis, Vasileios, 2021. "Regulatory mood-congruence and herding: Evidence from cannabis stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 842-864.
  81. Sofi Mohd Fikri & Mohamed Hisham Yahya & Taufiq Hassan, 2017. "A Review on Agency Cost of Shariah Governance in Mutual Fund," International Journal of Economics and Financial Issues, Econjournals, vol. 7(1), pages 530-538.
  82. Kaminsky, Graciela Laura & Schmukler, Sergio L., 2002. "Short-run pain, long-run gain : the effects of financial liberalization," Policy Research Working Paper Series 2912, The World Bank.
  83. Barna Flavia & Danuletiu Adina Elena & Mura Petru Ovidiu, 2009. "Role Of Information In Adoption Of Investment Decisions On Capital Market," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 3(1), pages 474-479, May.
  84. N Blasco & P Corredor & S Ferreruela, 2011. "Detecting intentional herding: what lies beneath intraday data in the Spanish stock market," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(6), pages 1056-1066, June.
  85. Jinlong Lei & Uday V. Shanbhag, 2020. "Asynchronous Schemes for Stochastic and Misspecified Potential Games and Nonconvex Optimization," Operations Research, INFORMS, vol. 68(6), pages 1742-1766, November.
  86. Wermers, Russ, 2006. "Performance evaluation with portfolio holdings information," The North American Journal of Economics and Finance, Elsevier, vol. 17(2), pages 207-230, August.
  87. Alexander Franck & Andreas Walter & Johannes Witt, 2013. "Momentum strategies of German mutual funds," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 27(3), pages 307-332, September.
  88. Alin Marius Andrieş & Mihaela Brodocianu & Nicu Sprincean, 2023. "The role of institutional investors in the financial development," Economic Change and Restructuring, Springer, vol. 56(1), pages 345-378, February.
  89. Amil Dasgupta & Andrea Prat & Michela Verardo, 2011. "The Price Impact of Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 892-925.
  90. Ali, Ashiq & Chen, Xuanjuan & Yao, Tong & Yu, Tong, 2020. "Can mutual funds profit from post earnings announcement drift? The role of competition," Journal of Banking & Finance, Elsevier, vol. 114(C).
  91. Cipriani Marco & Guarino Antonio, 2008. "Herd Behavior and Contagion in Financial Markets," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 8(1), pages 1-56, October.
  92. Daniel Dorn & Gur Huberman & Paul Sengmueller, 2008. "Correlated Trading and Returns," Journal of Finance, American Finance Association, vol. 63(2), pages 885-920, April.
  93. Marco Cipriani & Antonio Guarino, 2005. "Herd Behavior in a Laboratory Financial Market," American Economic Review, American Economic Association, vol. 95(5), pages 1427-1443, December.
  94. Fang Cai & Song Han & Dan Li, 2012. "Institutional herding in the corporate bond market," International Finance Discussion Papers 1071, Board of Governors of the Federal Reserve System (U.S.).
  95. Laurent Barras & Olivier Scaillet & Russ Wermers, 2010. "False Discoveries in Mutual Fund Performance: Measuring Luck in Estimated Alphas," Journal of Finance, American Finance Association, vol. 65(1), pages 179-216, February.
  96. Lauren Cohen & Andrea Frazzini & Christopher Malloy, 2008. "The Small World of Investing: Board Connections and Mutual Fund Returns," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 951-979, October.
  97. Feng, Xunan & Johansson, Anders C., 2015. "Can mutual funds pick stocks in China? Evidence from the IPO market," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 170-186.
  98. Nath, Harmindar B. & Brooks, Robert D., 2020. "Investor-herding and risk-profiles: A State-Space model-based assessment," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
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  116. Hsieh, Shu-Fan, 2013. "Individual and institutional herding and the impact on stock returns: Evidence from Taiwan stock market," International Review of Financial Analysis, Elsevier, vol. 29(C), pages 175-188.
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  123. Alexander Franck & Alexander Kerl, 2014. "The impact of fund characteristics on the use of analyst forecasts," Journal of Asset Management, Palgrave Macmillan, vol. 15(2), pages 92-109, April.
  124. Naughton, Tony & Truong, Cameron & Veeraraghavan, Madhu, 2008. "Momentum strategies and stock returns: Chinese evidence," Pacific-Basin Finance Journal, Elsevier, vol. 16(4), pages 476-492, September.
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  126. Covrig, Vicentiu & Ng, Lilian, 2004. "Volume autocorrelation, information, and investor trading," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2155-2174, September.
  127. Cohen, Randolph B. & Gompers, Paul A. & Vuolteenaho, Tuomo, 2002. "Who underreacts to cash-flow news? evidence from trading between individuals and institutions," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 409-462.
  128. Golec, Joseph, 1997. "Herding on Noise: The Case of Johnson Redbook's Weekly Retail Sales Data," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(3), pages 367-381, September.
  129. Gibson, Scott & Safieddine, Assem & Sonti, Ramana, 2004. "Smart investments by smart money: Evidence from seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 72(3), pages 581-604, June.
  130. Emmanuel Frot & Javier Santiso, 2011. "Herding in Aid Allocation," Kyklos, Wiley Blackwell, vol. 64(1), pages 54-74, February.
  131. Wen, Zhuzhu & Gong, Xu & Ma, Diandian & Xu, Yahua, 2021. "Intraday momentum and return predictability: Evidence from the crude oil market," Economic Modelling, Elsevier, vol. 95(C), pages 374-384.
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