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Lunar calendar effect: evidence of the Chinese Farmer's Calendar on the equity markets in East Asia

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  • Wei-han Liu

Abstract

This paper examines the statistical relation between the Chinese Farmer's Calendar (CFC) and public market information in 10 East Asian equity markets during 1995–2004. CATREG and CART, two data mining techniques, are employed and the implications of the outcomes are discussed. The outcomes confirm that the CFC plays a supplementary role to market information in predicting the market rate of return. In addition to confirmation of lunar calendar effect by the CFC, CATREG outperforms in three markets: Taiwan, South Korea and Singapore. According to CART analyses, all the three markets value the funeral category of the CFC advice and this pattern coincides with the traditional wisdom of astrological knowledge. The latter two markets share the same set of CFC items while Taiwan has its own. This contrast indicates the market-dependent observance and different interpretation of the CFC items for determining an auspicious date for equity trading. The lunar calendar effect in the three equity markets is confirmed.

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  • Wei-han Liu, 2013. "Lunar calendar effect: evidence of the Chinese Farmer's Calendar on the equity markets in East Asia," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 18(4), pages 560-593.
  • Handle: RePEc:taf:rjapxx:v:18:y:2013:i:4:p:560-593
    DOI: 10.1080/13547860.2013.803841
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    as
    1. Cao, Melanie & Wei, Jason, 2005. "Stock market returns: A note on temperature anomaly," Journal of Banking & Finance, Elsevier, vol. 29(6), pages 1559-1573, June.
    2. Woo, Chi-Keung & Horowitz, Ira & Luk, Stephen & Lai, Aaron, 2008. "Willingness to pay and nuanced cultural cues: Evidence from Hong Kong's license-plate auction market," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 35-53, February.
    3. Cho, In-Koo, 2005. "Introduction to learning and bounded rationality," Journal of Economic Theory, Elsevier, vol. 124(2), pages 127-128, October.
    4. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    5. Maug, Ernst, 2002. "Insider trading legislation and corporate governance," European Economic Review, Elsevier, vol. 46(9), pages 1569-1597, October.
    6. David Feldman & Shulamith Gross, 2005. "Mortgage Default: Classification Trees Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 30(4), pages 369-396, June.
    7. Chin-Chen Chien & Tsung-Cheng Chen, 2007. "The impact of Lunar New Year on the January anomaly in Taiwan's stock market," Applied Economics Letters, Taylor & Francis Journals, vol. 14(14), pages 1075-1077.
    8. Kang, Sang Hoon & Jiang, Zhuhua & Lee, Yeonjeong & Yoon, Seong-Min, 2010. "Weather effects on the returns and volatility of the Shanghai stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(1), pages 91-99.
    9. Dowling, Michael & Lucey, Brian M., 2008. "Robust global mood influences in equity pricing," Journal of Multinational Financial Management, Elsevier, vol. 18(2), pages 145-164, April.
    10. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    11. Thomas Kramer & Lauren Block, 2008. "Conscious and Nonconscious Components of Superstitious Beliefs in Judgment and Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(6), pages 783-793, October.
    12. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
    13. Yuan, Kathy & Zheng, Lu & Zhu, Qiaoqiao, 2006. "Are investors moonstruck? Lunar phases and stock returns," Journal of Empirical Finance, Elsevier, vol. 13(1), pages 1-23, January.
    14. Jacobsen, Ben & Marquering, Wessel, 2008. "Is it the weather?," Journal of Banking & Finance, Elsevier, vol. 32(4), pages 526-540, April.
    15. Ng, Travis & Chong, Terence & Du, Xin, 2010. "The value of superstitions," Journal of Economic Psychology, Elsevier, vol. 31(3), pages 293-309, June.
    16. Utpal Bhattacharya & Hazem Daouk, 2002. "The World Price of Insider Trading," Journal of Finance, American Finance Association, vol. 57(1), pages 75-108, February.
    17. Jacobsen, Ben & Marquering, Wessel, 2009. "Is it the weather? Response," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 583-587, March.
    18. van der Kooij, Anita J. & Meulman, Jacqueline J. & Heiser, Willem J., 2006. "Local minima in categorical multiple regression," Computational Statistics & Data Analysis, Elsevier, vol. 50(2), pages 446-462, January.
    19. Brown, Philip & Chua, Angeline & Mitchell, Jason, 2002. "The influence of cultural factors on price clustering: Evidence from Asia-Pacific stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 10(3), pages 307-332, June.
    20. Kim, Chan-Wung & Park, Jinwoo, 1994. "Holiday Effects and Stock Returns: Further Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(1), pages 145-157, March.
    21. Hui Zou & Trevor Hastie, 2005. "Addendum: Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(5), pages 768-768, November.
    22. Kamstra, Mark J. & Kramer, Lisa A. & Levi, Maurice D., 2009. "Is it the weather? Comment," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 578-582, March.
    23. Hui Zou & Trevor Hastie, 2005. "Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(2), pages 301-320, April.
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    Cited by:

    1. Yang, Ann Shawing, 2016. "Calendar trading of Taiwan stock market: A study of holidays on trading detachment and interruptions," Emerging Markets Review, Elsevier, vol. 28(C), pages 140-154.
    2. Xuejun Jin & Hongze Li & Bin Yu, 2023. "The day‐of‐the‐month effect and the performance of the dollar cost averaging strategy: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S1), pages 797-815, April.
    3. Wei-han Liu, 2019. "National culture effects on stock market volatility level," Empirical Economics, Springer, vol. 57(4), pages 1229-1253, October.

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