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The day-of-the-week effect is weak: Evidence from the European Real Estate Sector

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  • Georgios Bampinas

    (Department of Economics, University of Macedonia)

  • Stilianos Fountas

    (Department of Economics, University of Macedonia)

  • Theodore Panagiotidis

    (Department of Economics, University of Macedonia)

Abstract

The day-of-the-week effect for the securitized real estate indices is investigated by employing daily data at the global, European and country level for the period 1990 to 2010. We test for daily seasonality in 12 countries using both full sample and rolling regression techniques. While the evidence for the former is in line with the literature, the results for the latter cast severe doubts concerning the existence of any persistent day-of-the-week effects. Once we allow our sample to vary over time, the average proportion of significant coeffcients per day ranges between 15% and 24%. We show that higher average Friday returns evident in previous literature, remain significant in 21% of the rolling samples. We conclude that daily seasonality in the European Real Estate sector is subject to the data mining and sample selection bias criticism.

Suggested Citation

  • Georgios Bampinas & Stilianos Fountas & Theodore Panagiotidis, 2015. "The day-of-the-week effect is weak: Evidence from the European Real Estate Sector," Discussion Paper Series 2015_02, Department of Economics, University of Macedonia, revised May 2015.
  • Handle: RePEc:mcd:mcddps:2015_02
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    1. Dubois, M. & Louvet, P., 1996. "The day-of-the-week effect: The international evidence," Journal of Banking & Finance, Elsevier, vol. 20(9), pages 1463-1484, November.
    2. Sullivan, Ryan & Timmermann, Allan & White, Halbert, 2001. "Dangers of data mining: The case of calendar effects in stock returns," Journal of Econometrics, Elsevier, vol. 105(1), pages 249-286, November.
    3. Su Han Chan & Wai-Kin Leung & Ko Wang, 2005. "Changes in REIT Structure and Stock Performance: Evidence from the Monday Stock Anomaly," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 33(1), pages 89-120, March.
    4. Honghui Chen & Vijay Singal, 2003. "Role of Speculative Short Sales in Price Formation: The Case of the Weekend Effect," Journal of Finance, American Finance Association, vol. 58(2), pages 685-706, April.
    5. Chen, Gongmeng & Kwok, Chuck C. Y. & Rui, Oliver M., 2001. "The day-of-the-week regularity in the stock markets of China," Journal of Multinational Financial Management, Elsevier, vol. 11(2), pages 139-163, April.
    6. Dirk Brounen & Yair Ben-Hamo, 2009. "Calendar Anomalies: The Case of International Property Shares," The Journal of Real Estate Finance and Economics, Springer, vol. 38(2), pages 115-136, February.
    7. Lakonishok, Josef & Maberly, Edwin, 1990. "The Weekend Effect: Trading Patterns of Individual and Institutional Investors," Journal of Finance, American Finance Association, vol. 45(1), pages 231-243, March.
    8. Kaplanski, Guy & Levy, Haim, 2012. "Real estate prices: An international study of seasonality's sentiment effect," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 123-146.
    9. Jeffrey Jaffe & R. Westerfield, "undated". "The Week-End Effect in Common Stock Returns: The International Evidence," Rodney L. White Center for Financial Research Working Papers 03-85, Wharton School Rodney L. White Center for Financial Research.
    10. Paul Alagidede & Theodore Panagiotidis, 2009. "Calendar Anomalies in the Ghana Stock Exchange," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 8(1), pages 1-23, April.
    11. Schwert, G. William, 2003. "Anomalies and market efficiency," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 15, pages 939-974, Elsevier.
    12. Seyed Mehdian & Mark J. Perry, 2001. "The Reversal of the Monday Effect: New Evidence from US Equity Markets," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(7‐8), pages 1043-1065, September.
    13. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    14. Keim, Donald B., 1989. "Trading patterns, bid-ask spreads, and estimated security returns : The case of common stocks at calendar turning points," Journal of Financial Economics, Elsevier, vol. 25(1), pages 75-97, November.
    15. Honghui Chen & Vijay Singal, 2003. "Role of Speculative Short Sales in Price Formation: The Case of the Weekend Effect," Journal of Finance, American Finance Association, vol. 58(2), pages 685-705, April.
    16. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    17. Josef Lakonishok, Seymour Smidt, 1988. "Are Seasonal Anomalies Real? A Ninety-Year Perspective," The Review of Financial Studies, Society for Financial Studies, vol. 1(4), pages 403-425.
    18. Taufiq Choudhry, 2000. "Day of the week effect in emerging Asian stock markets: evidence from the GARCH model," Applied Financial Economics, Taylor & Francis Journals, vol. 10(3), pages 235-242.
    19. Doornik, Jurgen A. & Ooms, Marius, 2008. "Multimodality in GARCH regression models," International Journal of Forecasting, Elsevier, vol. 24(3), pages 432-448.
    20. Denise R. Osborn & Christos S. Savva & Len Gill, 2008. "Periodic Dynamic Conditional Correlations between Stock Markets in Europe and the US," Journal of Financial Econometrics, Oxford University Press, vol. 6(3), pages 307-325, Summer.
    21. Wessel Marquering & Johan Nisser & Toni Valla, 2006. "Disappearing anomalies: a dynamic analysis of the persistence of anomalies," Applied Financial Economics, Taylor & Francis Journals, vol. 16(4), pages 291-302.
    22. Steeley, James M., 2001. "A note on information seasonality and the disappearance of the weekend effect in the UK stock market," Journal of Banking & Finance, Elsevier, vol. 25(10), pages 1941-1956, October.
    23. A. Gregoriou & A. Kontonikas & N. Tsitsianis, 2004. "Does the day of the week effect exist once transaction costs have been accounted for? Evidence from the UK," Applied Financial Economics, Taylor & Francis Journals, vol. 14(3), pages 215-220.
    24. repec:lje:journl:v:2:y:2006:i:2:p:123-139 is not listed on IDEAS
    25. Seyed Mehdian & Mark J. Perry, 2001. "The Reversal of the Monday Effect: New Evidence from US Equity Markets," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(7&8), pages 1043-1065.
    26. Sinclair Davidson & Robert Faff, 1999. "Some additional Australian evidence on the day-of-the-week effect," Applied Economics Letters, Taylor & Francis Journals, vol. 6(4), pages 247-249.
    27. Gibbons, Michael R & Hess, Patrick, 1981. "Day of the Week Effects and Asset Returns," The Journal of Business, University of Chicago Press, vol. 54(4), pages 579-596, October.
    28. Chang, Eric C. & Pinegar, J. Michael & Ravichandran, R., 1993. "International Evidence on the Robustness of the Day-of-the-Week Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 497-513, December.
    29. Veera Lenkkeri & Wessel Marquering & Ben Strunkmann-Meister, 2006. "The Friday Effect in European Securitized Real Estate Index Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 33(1), pages 31-50, August.
    30. Donald B. Keim, "undated". "Trading Patterns, Bid-Ask Spreads and Estimated Security Returns: The Case of Common Stocks at Calendar Turning Points (Reprint 008)," Rodney L. White Center for Financial Research Working Papers 22-89, Wharton School Rodney L. White Center for Financial Research.
    31. William G. Hardin III & Kartono Liano & Gow-cheng Huang, 2005. "Real Estate Investment Trusts and Calendar Anomalies: Revisited," International Real Estate Review, Global Social Science Institute, vol. 8(1), pages 83-94.
    32. Jorge Brusa & Pu Liu & Craig Schulman, 2000. "The Weekend Effect, 'Reverse' Weekend Effect, and Firm Size," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(5&6), pages 555-574.
    33. Peter Fortune, 1991. "Stock market efficiency: an autopsy?," New England Economic Review, Federal Reserve Bank of Boston, issue Mar, pages 17-40.
    34. Jeffrey Jaffe & R. Westerfield, "undated". "The Week-End Effect in Common Stock Returns: The International Evidence," Rodney L. White Center for Financial Research Working Papers 3-85, Wharton School Rodney L. White Center for Financial Research.
    35. Jaffe, Jeffrey F & Westerfield, Randolph, 1985. "The Week-End Effect in Common Stock Returns: The International Evidence," Journal of Finance, American Finance Association, vol. 40(2), pages 433-454, June.
    36. Rogalski, Richard J, 1984. "New Findings Regarding Day-of-the-Week Returns over Trading and Non-trading Periods: A Note," Journal of Finance, American Finance Association, vol. 39(5), pages 1603-1614, December.
    37. Wing-Keung Wong & Aman Agarwal & Nee-Tat Wong, 2006. "The Disappearing Calendar Anomalies in the Singapore Stock Market," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 11(2), pages 123-139, Jul-Dec.
    38. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    39. Agrawal, Anup & Tandon, Kishore, 1994. "Anomalies or illusions? Evidence from stock markets in eighteen countries," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 83-106, February.
    40. Cherry Y. Zhang & Ben Jacobsen, 2013. "Are Monthly Seasonals Real? A Three Century Perspective," Review of Finance, European Finance Association, vol. 17(5), pages 1743-1785.
    41. G. Kohers & N. Kohers & V. Pandey & T. Kohers, 2004. "The disappearing day-of-the-week effect in the world's largest equity markets," Applied Economics Letters, Taylor & Francis Journals, vol. 11(3), pages 167-171.
    42. Zainudin Arsad & J. Andrew Coutts, 1997. "Security price anomalies in the London International Stock Exchange: a 60 year perspective," Applied Financial Economics, Taylor & Francis Journals, vol. 7(5), pages 455-464.
    43. M. J. Fields, 1931. "Stock Prices: A Problem in Verification," The Journal of Business, University of Chicago Press, vol. 4, pages 415-415.
    44. Anthony Gu, 2004. "The Reversing Weekend Effect: Evidence from the U.S. Equity Markets," Review of Quantitative Finance and Accounting, Springer, vol. 22(1), pages 5-14, January.
    45. Arnold L. Redman & Herman Manakyan & Kartono Liano, 1997. "Real Estate Investment Trusts and Calendar Anomalies," Journal of Real Estate Research, American Real Estate Society, vol. 14(1), pages 19-28.
    46. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    47. Penman, Stephen H., 1987. "The distribution of earnings news over time and seasonalities in aggregate stock returns," Journal of Financial Economics, Elsevier, vol. 18(2), pages 199-228, June.
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    2. Baochen Yang & Yifang Liu & Yunpeng Su, 2023. "Earnings communication conferences and post‐earnings‐announcement drift: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 2145-2185, June.
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    7. 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.
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    Keywords

    day-of-the-week effect; real estate indices; rolling regressions; GARCH; data mining.;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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