Does the weather affect stock market volatility?
AbstractThis paper investigates the empirical association between stock market volatility and investor mood-proxies related to the weather (cloudiness, temperature and precipitation) and the environment (nighttime length). Overall, our results suggest that cloudiness and length of nighttime are inversely related to historical, implied and realized measures of volatility. The strength of association seems to vary with the location of an exchange on Earth with respect to the equator. Weather deviations from seasonal norms and dummies representing extreme weather conditions do not offer additional explanatory power in our datasets.
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Bibliographic InfoArticle provided by Elsevier in its journal Finance Research Letters.
Volume (Year): 7 (2010)
Issue (Month): 4 (December)
Contact details of provider:
Web page: http://www.elsevier.com/locate/frl
Stock market anomalies Volatility Sunshine effect SAD effect Behavioral Finance;
Other versions of this item:
- G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
- G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
- G19 - Financial Economics - - General Financial Markets - - - Other
- G00 - Financial Economics - - General - - - General
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- William N. Goetzmann & Ning Zhu, 2005.
"Rain or Shine: Where is the Weather Effect?,"
European Financial Management,
European Financial Management Association, vol. 11(5), pages 559-578.
- William N. Goetzmann & Ning Zhu, 2004. "Rain or Shine: Where is the Weather Effect?," Yale School of Management Working Papers ysm28, Yale School of Management.
- William Goetzmann & Ning Zhu, 2002. "Rain or Shine: Where is the Weather Effect?," Yale School of Management Working Papers ysm296, Yale School of Management, revised 01 Sep 2009.
- William N. Goetzmann & Ning Zhu, 2003. "Rain or Shine: Where is the Weather Effect?," NBER Working Papers 9465, National Bureau of Economic Research, Inc.
- 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.
- Simon Gervais & Terrance Odean, .
"Learning To Be Overconfident,"
Rodney L. White Center for Financial Research Working Papers
05-97, Wharton School Rodney L. White Center for Financial Research.
- Simon Gervais & Terrance Odean, . "Learning To Be Overconfident," Rodney L. White Center for Financial Research Working Papers 5-97, Wharton School Rodney L. White Center for Financial Research.
- Malcolm Baker & Jeremy C. Stein, 2002.
"Market Liquidity as a Sentiment Indicator,"
NBER Working Papers
8816, National Bureau of Economic Research, Inc.
- Malcolm Baker & Jeremy C. Stein, 2002. "Market Liquidity as a Sentiment Indicator," Harvard Institute of Economic Research Working Papers 1977, Harvard - Institute of Economic Research.
- Mills,Terence C. & Markellos,Raphael N., 2008. "The Econometric Modelling of Financial Time Series," Cambridge Books, Cambridge University Press, number 9780521710091, October.
- Whitney K. Newey & Kenneth D. West, 1986.
"A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix,"
NBER Technical Working Papers
0055, National Bureau of Economic Research, Inc.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-08, May.
- Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 33(1), pages 125-132.
- 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.
- Levy, Ori & Galili, Itai, 2008. "Stock purchase and the weather: Individual differences," Journal of Economic Behavior & Organization, Elsevier, vol. 67(3-4), pages 755-767, September.
- Lisa A. Kramer & Mark J. Kamstra & Maurice D. Levi, 2000.
"Losing Sleep at the Market: The Daylight Saving Anomaly,"
American Economic Review,
American Economic Association, vol. 90(4), pages 1005-1011, September.
- Kamstra, M.J. & Kramer, L.A. & Levi, M.D., 1998. "Losing Sleep at the Market: The Daylight-Savings Anomaly," Discussion Papers dp98-04, Department of Economics, Simon Fraser University.
- Rajnish Mehra & Raaj Sah, 1999.
"Can Small Fluctuations in Investors' Subjective Preferences Induce Large Volatility in Equity Prices?,"
9917, Harris School of Public Policy Studies, University of Chicago.
- Mehra, Rajnish & Sah, Raaj, 2002. "Mood fluctuations, projection bias, and volatility of equity prices," Journal of Economic Dynamics and Control, Elsevier, vol. 26(5), pages 869-887, May.
- Garrett, Ian & Kamstra, Mark J. & Kramer, Lisa A., 2005.
"Winter blues and time variation in the price of risk,"
Journal of Empirical Finance,
Elsevier, vol. 12(2), pages 291-316, March.
- Ian Garrett & Mark Kamstra & Lisa Kramer, 2004. "Winter blues and time variation in the price of risk," Working Paper 2004-8, Federal Reserve Bank of Atlanta.
- Ser-Huang Poon & Clive W.J. Granger, 2003. "Forecasting Volatility in Financial Markets: A Review," Journal of Economic Literature, American Economic Association, vol. 41(2), pages 478-539, June.
- Shirley J. Huang & Qianqiu Liu & Jun Yu, 2007. "Realized Daily Variance of S&P 500 Cash Index: A Revaluation of Stylized Facts," Annals of Economics and Finance, Society for AEF, vol. 8(1), pages 33-56, May.
- David Hirshleifer & Tyler Shumway, 2003.
"Good Day Sunshine: Stock Returns and the Weather,"
Journal of Finance,
American Finance Association, vol. 58(3), pages 1009-1032, 06.
- Chang, Shao-Chi & Chen, Sheng-Syan & Chou, Robin K. & Lin, Yueh-Hsiang, 2008. "Weather and intraday patterns in stock returns and trading activity," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1754-1766, September.
- 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.
- Loughran, Tim & Schultz, Paul, 2004. "Weather, Stock Returns, and the Impact of Localized Trading Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(02), pages 343-364, June.
- Shalen, Catherine T, 1993. "Volume, Volatility, and the Dispersion of Beliefs," Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 405-34.
- Harris, Milton & Raviv, Artur, 1993. "Differences of Opinion Make a Horse Race," Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 473-506.
- Saunders, Edward M, Jr, 1993. "Stock Prices and Wall Street Weather," American Economic Review, American Economic Association, vol. 83(5), pages 1337-45, December.
- Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2004.
"Social Interaction and Stock-Market Participation,"
Journal of Finance,
American Finance Association, vol. 59(1), pages 137-163, 02.
- Brian M. Lucey & Michael Dowling, 2005. "The Role of Feelings in Investor Decision-Making," Journal of Economic Surveys, Wiley Blackwell, vol. 19(2), pages 211-237, 04.
- Meir Statman & Steven Thorley & Keith Vorkink, 2006. "Investor Overconfidence and Trading Volume," Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1531-1565.
- Stephen P. Keef & Melvin L. Roush, 2007. "A meta-analysis of the international evidence of cloud cover on stock returns," Review of Accounting and Finance, Emerald Group Publishing, vol. 6(3), pages 324-338, August.
- Chevallier, Julien & Aboura, Sofiane, 2013.
"Leverage vs. Feedback: Which Effect Drives the Oil Market ?,"
Economics Papers from University Paris Dauphine
123456789/9860, Paris Dauphine University.
- Aboura, Sofiane & Chevallier, Julien, 2013. "Leverage vs. feedback: Which Effect drives the oil market?," Finance Research Letters, Elsevier, vol. 10(3), pages 131-141.
- Sofiane Aboura & Julien Chevallier, 2012. "Leverage vs. Feedback: Which Effect Drives the Oil Market?," Working Papers halshs-00720156, HAL.
- Hasan, Syed Akif & Subhani, Muhammad Imtiaz, 2011. "Which Matters the Most for the Trading Index? (Law and Order or Weather Conditions)," MPRA Paper 34736, University Library of Munich, Germany, revised 2011.
- Christos Floros, 2011. "On the relationship between weather and stock market returns," Studies in Economics and Finance, Emerald Group Publishing, vol. 28(1), pages 5-13, March.
- Mamatzakis, E, 2013. "Does weather affect US bank loan efficiency?," MPRA Paper 51616, University Library of Munich, Germany.
- Shan, Liwei & Gong, Stephen X., 2012. "Investor sentiment and stock returns: Wenchuan Earthquake," Finance Research Letters, Elsevier, vol. 9(1), pages 36-47.
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