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Positive Correlation between Systematic and Idiosyncratic Volatilities in Korean Stock Return

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Bartram, Brown, and Stulz (2016) report a strong positive correlation between systematic and idiosyncratic stock return volatilities and suggest heterogeneous firm-level responses to market wide shock may be an underlying driver. We test the hypothesis using Korean stock market data by including additional factors that reflect the macroeconomic conditions to the single factor model used in Bartram, Brown, and Stulz. Even though the correlation decreases by about 25% from 0.85 to 0.64 with additional factors, a substantial positive correlation still remains. In addition, we cannot find evidence that a high correlation industry experiences more volatile corporate sector dynamics in terms of changes in firm ranking and market share.

Abstract

Bartram, Brown, and Stulz (2016) report a strong positive correlation between systematic and idiosyncratic stock return volatilities and suggest heterogeneous firm-level responses to market wide shock may be an underlying driver. We test the hypothesis using Korean stock market data by including additional factors that reflect the macroeconomic conditions to the single factor model used in Bartram, Brown, and Stulz. Even though the correlation decreases by about 25% from 0.85 to 0.64 with additional factors, a substantial positive correlation still remains. In addition, we cannot find evidence that a high correlation industry experiences more volatile corporate sector dynamics in terms of changes in firm ranking and market share.

참고문헌 (11)

  1. Why Does Idiosyncratic Risk Increase with Market Risk?, "Bartram, Söhnke M.", NBER, ~, pp.Working Paper No. w22492 (2016)
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  6. "ECOS (Economic Statistics System) by the Bank of Korea"[URL]
  7. Fink, Jason, "What Drove the Increase in Idiosyncratic Volatility During the Internet Boom?", Journal of Financial and Quantitative Analysis, 45, pp.1253~1278 (2009)
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  9. Kim, Soon-Ho, "Evaluating Asset Pricing Models in the Korean Stock Market", Pacific-Basin Finance Journal, 20, pp.198~227 (2012)
  10. Pastor, Lubos, "Technological Revolutions and Stock Prices", American Economic Review, 91, pp.336~341 (2009)
  11. The Effect of Macro Factors on the Cross Section of Stock Return, working paper, "Yoon, Sang-Young", ~ (2010)

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