The Disappearing Calendar Anomalies in the Singapore Stock Market
Keywords:
Calendar anomalies, January effect, day-of-the-week effect, turn-of-the-month effect, pre-holiday effect.Abstract
This paper investigates the calendar anomalies in the Singapore stock market over the recent period from 1993-2005. Specifically, changes in stock index returns are examined surrounding January (the January effect), on different days of the week (the day-of-the-week effect), around the turn of the month (the turn-of-the-month effect) and before holidays (the pre-holiday effect). The findings reveal that these anomalies have largely disappeared from the Singapore stock market in recent years. The disappearance of these anomalies has important implications for the efficient market hypothesis and the trading behavior of investors.
References
Abraham, A. and Ikenberry, D.L., 1994, The Individual Investor and the Weekend Effect, Journal of Financial and Quantitative Analysis, 20, 263-77.
Agarwal, J.D. and Aman Agarwal, 2001, “Liberalization of Capital Flows, Banking System & Trade: Focus on Crisis Situations”, International Review of Comparative Public Policy titled “International Financial Systems and Stock Volatility” Volume 13, pp. 151-212. Invited to present at 18th International Conference of Finance at Namur, Belgium (25th-28th June 2001), at Florida International University, Florida, USA (26th September 2001), discussed with FIU Finance faculty at Luncheon presentation, Florida, USA (27th September 2001), at Pontific Catholic University of Rio de Janerio, Rio de Janerio, BRAZIL (22rd October 2001). Also discussed at a few conferences in the USA and UK in April and May 2001.
Agarwal, J.D. and Aman Agarwal, 2004, “Globalization and International Capital Flows”; Ananya, Journal of National Institute of Financial Management (Invited Paper), 2004 (forthcoming issue); Invited to deliver the Keynote Address at the Two day National Conference on “Globalization – Decadal Indian Experience”, organized by ATMA MAYYIL and the Institute of Technology, Kannur University, Kerela, Indiaon 17th January 2004 (12:00 – 14:30).
Agarwal, J.D., 2004, “Volatility of International Financial Markets: Regulation and Financial Supervision”, Finance India, XVIII No 1, March 2004; Invited to be delivered as the Keynote Speech at the 4th International Conference in Finance, organized by Faculty of Administration & Economics, University of Santiago de Chile, Val de Mir, CHILE, 7th January 2004.
Agarwal, J.D., 2005, “Literature in Finance – Vol III : Financial Systems and Markets”, IIF Publications, Delhi.
Agarwal, R. and Rivoli, P., 1989, Seasonal and Day-of-the-Week Effects in Four Emerging Stock Markets, Financial Review, 24, 541-50.
Ariel, R.A., 1990, High Stock Returns before Holidays: Existence and Evidence on Possible Causes, Journal of Finance, 45, 1611-26.
Broll, U., Wahl, J.E. and Wong, W.K., 2006, Elasticity of Risk Aversion and International Trade, Economic Letters, (forthcoming).
Brooks, R.D. and Ragunathan, V., 2003, Returns and Volatility on the Chinese Stock Markets, Applied Financial Economics, 13, 747–752
Cadsby, C.B. and Ratner, M., 1992, Turn-of-Month and Pre-Holiday Effects on Stock Returns: Some International Evidence, Journal of Banking and Finance, 16, 497-509.
Chan, M.W.L., Khanthavit, A. and Hugh, T., 1996, Seasonality and Cultural Influences On Four Asian Stock Markets, Asia Pacific Journal of Management, 13, 1-24.
Chopra, Navin, Josef Lakonishok, and Jay Ritter, 1992, Measuring Abnormal performance: Do Stocks Overreact? Journal of Financial Economics, 31, 235-68.
Clark, P.K., 1973, A Subordinate Stochastic Process Model with Finite Variance for Speculative Prices, Econometrica, 41 (1), 135–55.
Condoyanni, L., O’Hanlon, J. and Ward, C.W.R., 1987, Day of the Week Effects on Stock Returns: International Evidence, Journal of Business Finance and Accounting, 14, 159-74.
DeBondt, Werner and Richard Thaler, 1985, Does the Stock Market Overreact? Journal of Finance, 40, 793-805.
Fama, Eugene and Kenneth French, 1992, The Cross Section of Expected Stock returns, Journal of Finance 47, 427-65.
Fama, Eugene and Kenneth French, 1993, Common Risk Factors in the returns on Stocks and Bonds, Journal of Financial Economics, 33, 3-56.
Fong, W.M. and Wong, W.K., 2006, The Modified Mixture of Distributions Model: A Revisit, Annals of Finance, 2(2), 167 – 178.
Fong, W.M., Wong, W.K. and Lean, H.H., 2005, International Momentum Strategies: A Stochastic Dominance Approach. Journal of Financial Markets, 8, 89–109.
French, K.R., 1980, Stock Returns and the Weekend Effect, Journal of Financial Economics, 8, 55-69.
Gibbons, M. and Hess, P., 1981, Day of the Week Effects and Asset Returns, Journal of Business, 54, 579-96.
Gultekin, M.N. and Gultekin, N.B., 1983, Stock Market Seasonality: International Evidence, Journal of Financial Economics, 12, 469-481.
Keim, D.B. and Stambaugh, R.F., 1984, A Further Investigation of the Weekend Effect in Stock Returns, Journal of Finance, 39, 819-40.
Keim, D.B., 1983, Size-Related Anomalies and Stock Returns Seasonality: Further Empirical Evidence, Journal of Financial Economics, 12, 13-32.
Kim, C.W. and Park, J., 1994, Holiday Effects and Stock Returns: Further Evidence, Journal of Financial and Quantitative Analysis, 29, 145-157.
Lakonishok, J. and Smidt, S., 1988, Are Seasonal Anomalies Real? A Ninety-Year Perspective, Review of Financial Studies, 1, 403-25.
Lakonishok, Josef, Andrei Schleifer, and Robert Vishney, 1995, Contrarian Investment, Extrapolation and Risk, Journal of Finance 50, 541-578.
Lee, I., 1992, Stock Market Seasonality: Some Evidence from the Pacific-Basin Countries, Journal of Banking and Finance, 19, 199-210.
Matsumura, EM, Tsui, K.W. and Wong, W.K., 1990, An Extended Multinomial-Dirichlet Model for Error Bounds for Dollar-Unit Sampling, Contemporary Accounting Research, 6(2-I), 485-500.
Mehdian, S. and Perry, M.J., 2001, The Reversal of the Monday Effect: New Evidence from US Equity Markets, Journal of Business Finance & Accounting, 28, 1043-1065.
Pettengill, G.N., 1989, Holiday Closings and Security Returns, Journal of Financial Research, 12, 57-67.
Reinganum, Marc, March-April, 1988, The Anatomy of a Stock Market Winner, Financial Analysts’ Journal, 272-84.
Rozeff, M.S. and Kinney, Jr.W.R., 1976, Capital Market Seasonality: The Case of Stock Returns, Journal of Financial Economics, 3, 379-402.
Smirlock, M. and Starks, L., 1986, Day-of-the-Week and Intraday Effects in Stock Returns, Journal of Financial Economics, 17, 197-210.
Tan, R. and Wong, N.T., 1996, Calendar Anomalies In The Singapore Stock Market, Singapore Journal of Stock Exchange, June, 6-13.
Thompson, H.E. and Wong, W.K., 1991, On the Unavoidability of ‘Unscientific’ Judgment in Estimating the Cost of Capital, Managerial and Decision Economics, 12, 27-42.
Tiku, M.L., Wong, W.K., Vaughan, D.C. and Bian, G., 2000, Time Series Models with Non-normal Innovations: Symmetric Location-Scale Distributions, Journal of Time Series Analysis, 21(5), 571-596.
Wan, H. and Wong, W.K., 2001, Contagion or Inductance: Crisis 1997 Reconsidered, Japanese Economic Review, 52(4), 372-380.
Wang, K.Y., Li and Erickson, J., 1997, A New Look at the Monday Effect, Journal of Finance, 52, 2171-86.
Wong W.K., Chew, B.K. and Sikorski, D., 2001, Can P/E Ratio and Bond Yield be used to beat Stock Markets? Multinational Finance Journal, 5(1), 59-86.
Wong, K.A. and Ho, H.D. 1986 The Weekend Effect on Stock Returns in Singapore, Hong Kong Journal of Business Management, 4, 31-50.
Wong, K.A., Kui, T.K. and Chan, C.Y., 1992, Day-of-the-Week Effects: Evidence from Developing Stock Markets, Applied Financial Economics, 2, 49-56.
Wong, W. K. and Bian, G., 2000, Robust Bayesian Inference in Asset Pricing Estimation, Journal of Applied Mathematics & Decision Sciences, 4(1), 65-82.
Wong, W.K. and Chan, R., 2004, The Estimation of the Cost of Capital and its Reliability, Quantitative Finance, 4(3), 365 – 372.
Wong, W.K. and Li, C.K., 1999, A Note on Convex Stochastic Dominance Theory, Economics Letters, 62, 293-300.
Wong, W.K. and Miller, R.B., 1990, Analysis of ARIMA-Noise Models with Repeated Time Series, Journal of Business and Economic Statistics, 8(2), 243-250.
Wong, W.K., Manzur, M. and Chew, B.K., 2003, How Rewarding is Technical Analysis? Evidence from Singapore Stock Market, Applied Financial Economics, 13(7), 543-551.