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Certain Observations on Seasonal Movements in Stock Prices

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  1. Easterday, Kathryn E. & Sen, Pradyot K. & Stephan, Jens A., 2009. "The persistence of the small firm/January effect: Is it consistent with investors' learning and arbitrage efforts?," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(3), pages 1172-1193, August.
  2. Cameron Truong, 2013. "The January effect, does options trading matter?," Australian Journal of Management, Australian School of Business, vol. 38(1), pages 31-48, April.
  3. Lucey, Brian M & Zhao, Shelly, 2008. "Halloween or January? Yet another puzzle," International Review of Financial Analysis, Elsevier, vol. 17(5), pages 1055-1069, December.
  4. Wagner, Moritz & Lee, John Byong-Tek & Margaritis, Dimitris, 2022. "Mutual fund flows and seasonalities in stock returns," Journal of Banking & Finance, Elsevier, vol. 144(C).
  5. William Ziemba, 2011. "Investing in the turn-of-the-year effect," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 25(4), pages 455-472, December.
  6. Ishani Chaudhuri & Parthajit Kayal, 2022. "Predicting Power of Ticker Search Volume in Indian Stock Market," Working Papers 2022-214, Madras School of Economics,Chennai,India.
  7. Porter, David C. & Powell, Gary E. & Weaver, Daniel G., 1996. "Portfolio rebalancing, institutional ownership, and the small firm-January effect," Review of Financial Economics, Elsevier, vol. 5(1), pages 19-29.
  8. Tahmina Akhter & Othman Yong, 2021. "Can Adaptive Market Hypothesis Explain the Existence of Seasonal Anomalies? Evidence from Dhaka Stock Exchange, Bangladesh," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 15(2), April.
  9. Faheem Aslam & Ahmed Imran Hunjra & Tahar Tayachi & Peter Verhoeven & Yasir Tariq Mohmand, 2022. "Calendar Anomalies in Islamic Frontier Markets," SAGE Open, , vol. 12(2), pages 21582440221, May.
  10. Bijl, Laurens & Kringhaug, Glenn & Molnár, Peter & Sandvik, Eirik, 2016. "Google searches and stock returns," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 150-156.
  11. Stefanescu, Răzvan & Dumitriu, Ramona, 2020. "Efectul Turn-of-the-Year pe piaţa valutară din România [The Turn-of-the-Year Effect in the Romanian foreign exchange market]," MPRA Paper 99365, University Library of Munich, Germany, revised 30 Mar 2020.
  12. Pandey I M, 2002. "Is There Seasonality in the Sensex Monthly Returns?," IIMA Working Papers WP2002-09-08, Indian Institute of Management Ahmedabad, Research and Publication Department.
  13. Praveen Kumar Das & S P Uma Rao, 2011. "Value Premiums And The January Effect: International Evidence," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 5(4), pages 1-15.
  14. Fatta Bahadur K.C. Ph. D. & Nayan Krishna Joshi, 2005. "The Nepalese Stock Market: Efficient and Calendar Anomalies," NRB Economic Review, Nepal Rastra Bank, Research Department, vol. 17, pages 40-85, April.
  15. Danny Yeung, 2012. "The Impact of Institutional Ownership: A Study of the Australian Equity Market," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 11, July-Dece.
  16. Galor, Oded & Moav, Omer & Vollrath, Dietrich, 2003. "Land Inequality and the Origin of Divergence and Overtaking in the Growth Process: Theory and Evidence," CEPR Discussion Papers 3817, C.E.P.R. Discussion Papers.
  17. JOhnny Kang & Tapio Pekkala & Christopher Polk & Ruy Ribeiro, 2011. "Stock prices under pressure; How tax and interest rates drive returns at the turn of the tax year," FMG Discussion Papers dp671, Financial Markets Group.
  18. Wen, Fenghua & Liu, Zhen & Cao, jiahui & Zhang, Yun & Yin, Zhujia, 2022. "Mood seasonality: Evidence from the Chinese A-share market," Finance Research Letters, Elsevier, vol. 46(PA).
  19. Gu, Anthony Yanxiang, 2003. "The declining January effect: evidences from the U.S. equity markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 43(2), pages 395-404.
  20. David C. Porter & Gary E. Powell & Daniel G. Weaver, 1996. "Portfolio rebalancing, institutional ownership, and the small firm‐January effect," Review of Financial Economics, John Wiley & Sons, vol. 5(1), pages 19-29, December.
  21. Urquhart, Andrew & McGroarty, Frank, 2014. "Calendar effects, market conditions and the Adaptive Market Hypothesis: Evidence from long-run U.S. data," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 154-166.
  22. Matti Keloharju & Juhani T. Linnainmaa & Peter Nyberg, 2014. "Common Factors in Return Seasonalities," NBER Working Papers 20815, National Bureau of Economic Research, Inc.
  23. Degenhardt, Thomas & Auer, Benjamin R., 2018. "The “Sell in May” effect: A review and new empirical evidence," The North American Journal of Economics and Finance, Elsevier, vol. 43(C), pages 169-205.
  24. Bley, Jorg & Saad, Mohsen, 2010. "Cross-cultural differences in seasonality," International Review of Financial Analysis, Elsevier, vol. 19(4), pages 306-312, September.
  25. Gualter Couto & Pedro Pimentel & Catarina Barbosa & Rui Alexandre Castanho, 2021. "The Month-of-the-Year Effect in the European, American, Australian and Asian Markets," Economies, MDPI, vol. 9(4), pages 1-14, November.
  26. Girardin, Eric & Salimi Namin, Fatemeh, 2019. "The January effect in the foreign exchange market: Evidence for seasonal equity carry trades," Economic Modelling, Elsevier, vol. 81(C), pages 422-439.
  27. Menyah, Kojo, 1999. "New evidence on the impact of size and taxation on the seasonality of UK equity returns," Review of Financial Economics, Elsevier, vol. 8(1), pages 11-24, June.
  28. Philip Brown & Andrew Ferguson & Sam Sherry, 2010. "Investor behaviour in response to Australia’s capital gains tax," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 50(4), pages 783-808, December.
  29. Li, Kun & Cursio, Joseph D. & Jiang, Mengfei & Liang, Xi, 2019. "The significance of calendar effects in the electricity market," Applied Energy, Elsevier, vol. 235(C), pages 487-494.
  30. Compton, William S. & Kunkel, Robert A., 1998. "A Tax-Free Exploitation of the Turn-of-the-Month Effect: C.R.E.F," Financial Services Review, Elsevier, vol. 7(1), pages 11-23.
  31. Plastun, Alex & Sibande, Xolani & Gupta, Rangan & Wohar, Mark E., 2020. "Historical evolution of monthly anomalies in international stock markets," Research in International Business and Finance, Elsevier, vol. 52(C).
  32. Lucy F. Ackert & George Athanassakos, 2021. "Gamesmanship and Seasonality in U.S. Stock Returns," JRFM, MDPI, vol. 14(5), pages 1-11, May.
  33. Robert J. Sweeney & Robert F. Scherer & Janet Goulet & Waldemar M. Goulet, 1996. "Investment Behavior and the Small Firm Effect," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 5(3), pages 251-269, Fall.
  34. Irfan Ali & Waheed Akhter & Namrah Ashraf, 2017. "Impact of Muslim Holy Days on Asian stock markets: An empirical evidence," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1311096-131, January.
  35. Abdul Rashid & Saba Kausar, 2019. "Testing the Monthly Calendar Anomaly of Stock Returns in Pakistan: A Stochastic Dominance Approach," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 58(1), pages 83-104.
  36. Moller, Nicholas & Zilca, Shlomo, 2008. "The evolution of the January effect," Journal of Banking & Finance, Elsevier, vol. 32(3), pages 447-457, March.
  37. Dumitriu, Ramona & Nistor, Costel & Stefanescu, Razvan, 2009. "Changes in the monthly effects from the Romanian foreign exchange market," MPRA Paper 41743, University Library of Munich, Germany, revised 08 May 2010.
  38. Guo, Shuxin & Yuan, Yue & Ma, Feng, 2022. "Cross-sectional seasonalities and seasonal reversals: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 82(C).
  39. Chui, David & Wing Cheng, Wui & Chi Chow, Sheung & LI, Ya, 2020. "Eastern Halloween effect: A stochastic dominance approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 68(C).
  40. Loc Dong Truong & H. Swint Friday, 2021. "The January Effect and Lunar New Year Influences in Frontier Markets: Evidence from the Vietnam Stock Market," International Journal of Economics and Financial Issues, Econjournals, vol. 11(2), pages 28-34.
  41. Paul Brockman & David Michayluk, 1998. "Individual versus institutional investors and the weekend effect," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 22(1), pages 71-85, March.
  42. Matteo Rossi & Gabriella Marcarelli & Antonella Ferraro & Antonio Lucadamo, 2020. "How do Calendar Anomalies Affect an Investment Choice? A Proposal of an Analytic Hierarchy Process Model," International Journal of Economics and Financial Issues, Econjournals, vol. 10(1), pages 244-249.
  43. Al-Khazali, Osamah & Mirzaei, Ali, 2017. "Stock market anomalies, market efficiency and the adaptive market hypothesis: Evidence from Islamic stock indices," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 51(C), pages 190-208.
  44. Xiong, Xiong & Meng, Yongqiang & Li, Xiao & Shen, Dehua, 2019. "An empirical analysis of the Adaptive Market Hypothesis with calendar effects:Evidence from China," Finance Research Letters, Elsevier, vol. 31(C).
  45. Hamori, Shigeyuki, 2001. "Seasonality and stock returns: some evidence from Japan," Japan and the World Economy, Elsevier, vol. 13(4), pages 463-481, December.
  46. Haggard, K. Stephen & Witte, H. Douglas, 2010. "The Halloween effect: Trick or treat?," International Review of Financial Analysis, Elsevier, vol. 19(5), pages 379-387, December.
  47. Praveen Kumar Das & S. P. Uma Rao, 2012. "Is The Value Effect Seasonal? Evidence From Global Equity Markets," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 6(2), pages 21-33.
  48. Restocchi, Valerio & McGroarty, Frank & Gerding, Enrico, 2019. "Statistical properties of volume and calendar effects in prediction markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 1150-1160.
  49. Constantinides, George M., 1984. "Optimal stock trading with personal taxes : Implications for prices and the abnormal January returns," Journal of Financial Economics, Elsevier, vol. 13(1), pages 65-89, March.
  50. Nan Lu, 2018. "La modélisation de l’indice CAC 40 avec un modèle basé agent," Erudite Ph.D Dissertations, Erudite, number ph18-02 edited by François Legendre, February.
  51. Chhabra, Damini & Gupta, Mohit, 2022. "Calendar anomalies in commodity markets for natural resources: Evidence from India," Resources Policy, Elsevier, vol. 79(C).
  52. Peter Reinhard Hansen & Asger Lunde & James M. Nason, 2005. "Testing the significance of calendar effects," FRB Atlanta Working Paper 2005-02, Federal Reserve Bank of Atlanta.
  53. Cox, Kevin C. & Lortie, Jason & Stewart, Steven A., 2017. "When to pray to the angels for funding: The seasonality of angel investing in new ventures," Journal of Business Venturing Insights, Elsevier, vol. 7(C), pages 68-76.
  54. Nida Shah & Muhammad Nadeem Qureshi & Yasra Aslam, 2017. "An Empirical Investigation of Islamic Calendar Effect in Global Islamic Equity Indices," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(6), pages 57-68, June.
  55. Podgórski Błażej, 2018. "Impact of the January Effect on Return Rates in the Markets of the 2004 EU Enlargement," Journal of Management and Business Administration. Central Europe, Sciendo, vol. 26(1), pages 27-48, March.
  56. Algieri, Bernardina & Lawuobahsumo, Kokulo & Leccadito, Arturo, 2024. "Calendar Effects on Returns, Volatility and Higher Moments: Evidence from Crypto Markets," LIDAM Discussion Papers LFIN 2024001, Université catholique de Louvain, Louvain Finance (LFIN).
  57. Lean, Hooi Hooi & Smyth, Russell & Wong, Wing-Keung, 2007. "Revisiting calendar anomalies in Asian stock markets using a stochastic dominance approach," Journal of Multinational Financial Management, Elsevier, vol. 17(2), pages 125-141, April.
  58. Eddie C. M. Hui & Ka Kwan Kevin Chan, 2018. "Testing Calendar Effects of International Equity and Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 56(1), pages 140-158, January.
  59. Peter Arendas & Jana Kotlebova, 2019. "The Turn of the Month Effect on CEE Stock Markets," IJFS, MDPI, vol. 7(4), pages 1-19, October.
  60. Mohamed CHIKHI & Ali BENDOB & Ahmed Ramzi SIAGH, 2019. "Day-of-the-week and month-of-the-year effects on French Small-Cap Volatility: the role of asymmetry and long memory," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 10, pages 221-248, December.
  61. Nisar, Sabahat & Asif, Rabia & Ali, Amjad, 2021. "Testing the Presence of the January Effect in Developed Economies," MPRA Paper 112548, University Library of Munich, Germany.
  62. Stefanescu, Răzvan & Dumitriu, Ramona, 2020. "Introducere în analiza anomaliilor calendaristice, Partea a doua [An Introduction to the Analysis of the Calendar Anomalies, Part 2]," MPRA Paper 97961, University Library of Munich, Germany.
  63. Rajesh Elangovan & Francis Gnanasekar Irudayasamy & Satyanarayana Parayitam, 2022. "Month-of-the-Year Effect: Empirical Evidence from Indian Stock Market," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 29(3), pages 449-476, September.
  64. Kojo Menyah, 1999. "New evidence on the impact of size and taxation on the seasonality of UK equity returns," Review of Financial Economics, John Wiley & Sons, vol. 8(1), pages 11-24.
  65. Ercan Balaban, 1995. "January Effect, Yes. What About Mark Twain Effect?," Discussion Papers 9509, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
  66. Moonis Shakeel & Bhavana Srivastava, 2021. "Stylized Facts of High-frequency Financial Time Series Data," Global Business Review, International Management Institute, vol. 22(2), pages 550-564, April.
  67. Charles P. Jones & Jack W. Wilson, 1989. "An Analysis Of The January Effect In Stocks And Interest Rates Under Varying Monetary Regimes," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 12(4), pages 341-354, December.
  68. Chen, Zhongdong & Schmidt, Adam & Wang, Jin’ai, 2021. "Retail investor risk-seeking, attention, and the January effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
  69. Gulseven Osman, 2014. "Multidimensional Analysis of Monthly Stock Market Returns," Scientific Annals of Economics and Business, Sciendo, vol. 61(2), pages 181-196, December.
  70. Arbab Khalid Cheema & Wenjie Ding & Qingwei Wang, 2023. "The cross-section of January effect," Journal of Asset Management, Palgrave Macmillan, vol. 24(6), pages 513-530, October.
  71. Sulaiman Mouselli & Hazem Al-Samman, 2016. "An Examination of the Month-of-the-year Effect at Damascus Securities Exchange," International Journal of Economics and Financial Issues, Econjournals, vol. 6(2), pages 573-577.
  72. Peter Hansen & Asger Lunde, 2003. "Testing the Significance of Calendar Effects," Working Papers 2003-03, Brown University, Department of Economics.
  73. Gordon Tang, 1998. "Monthly Pattern and Portfolio Effect on Higher Moments of Stock Returns: Empirical Evidence from Hong Kong," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 5(3), pages 275-307, November.
  74. Zaremba, Adam & Schabek, Tomasz, 2017. "Seasonality in government bond returns and factor premia," Research in International Business and Finance, Elsevier, vol. 41(C), pages 292-302.
  75. Tantisantiwong, Nongnuch & Halari, Anwar & Helliar, Christine & Power, David, 2018. "East meets West: When the Islamic and Gregorian calendars coincide," The British Accounting Review, Elsevier, vol. 50(4), pages 402-424.
  76. Magnus Dahlquist & Peter Sellin, 1996. "Stochastic dominance, tax-loss selling and seasonalities in Sweden," The European Journal of Finance, Taylor & Francis Journals, vol. 2(1), pages 1-19.
  77. Suliman Zakaria Suliman Abdalla, 2015. "An Investigation of the Month-of-The-Year Effect for the Sudanese Stock Market," Working Papers 924, Economic Research Forum, revised Jun 2015.
  78. Zhang, Cherry Y. & Jacobsen, Ben, 2021. "The Halloween indicator, “Sell in May and Go Away”: Everywhere and all the time," Journal of International Money and Finance, Elsevier, vol. 110(C).
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