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    Stock Volatility, Foreign Exchange Rate Volatility and the Global Financial Crisis

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    https://www.riss.kr/link?id=A104161842

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    This study tries to identify the accurate state and length of the global financial crisis, estimate the risk in the stock and foreign exchange (FX) markets during the financial turmoil, and comprehensively analyze the characteristics of the risk. To this end, financial econometrics models with greater accuracy including the Jump-Diffusion GARCH model considering heteroscedasticity and the Markov Switching ARCH model or the SWARCH (k, q) model were adopted. The Blanchard-Quah Decomposition model with heteroscedasticity has been used for an exact analysis of exchange rate volatility. According to this study, no jump behavior with statistical significance was reported in the Korean stock market during 1/4/2000-6/29/2007 period. In contrast, statistically a significant jump occurred in the market around every seven days from July 2, 2007 to March 31, 2010, the period classified as the global financial crisis. Meanwhile, the study result implies a common heteroscedasticity model may not accurately identify the risk in the Korean stock market, where the probability of regime-switching state is prominent. It also shows the volatility of real shock in Korea's won/dollar FX market has been the highest during the current global financial crisis over the past three decades. Significantly, the relative importance of real shock to the nominal shock has been getting more significant during the financial turmoil compared to IMF period.
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    This study tries to identify the accurate state and length of the global financial crisis, estimate the risk in the stock and foreign exchange (FX) markets during the financial turmoil, and comprehensively analyze the characteristics of the risk. To t...

    This study tries to identify the accurate state and length of the global financial crisis, estimate the risk in the stock and foreign exchange (FX) markets during the financial turmoil, and comprehensively analyze the characteristics of the risk. To this end, financial econometrics models with greater accuracy including the Jump-Diffusion GARCH model considering heteroscedasticity and the Markov Switching ARCH model or the SWARCH (k, q) model were adopted. The Blanchard-Quah Decomposition model with heteroscedasticity has been used for an exact analysis of exchange rate volatility. According to this study, no jump behavior with statistical significance was reported in the Korean stock market during 1/4/2000-6/29/2007 period. In contrast, statistically a significant jump occurred in the market around every seven days from July 2, 2007 to March 31, 2010, the period classified as the global financial crisis. Meanwhile, the study result implies a common heteroscedasticity model may not accurately identify the risk in the Korean stock market, where the probability of regime-switching state is prominent. It also shows the volatility of real shock in Korea's won/dollar FX market has been the highest during the current global financial crisis over the past three decades. Significantly, the relative importance of real shock to the nominal shock has been getting more significant during the financial turmoil compared to IMF period.

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    참고문헌 (Reference)

    1 장국현, "코스닥시장의 잠재적 요인분석에 관한 연구" 한국파생상품학회 17 (17): 77-96, 2009

    2 장국현, "우리나라 주식수익률의 확률변동성 특성에 관한 연구" 한국재무관리학회 20 (20): 8-231, 2003

    3 Kim, M. J., "Volatility and Jump Risk in Korean Financial Markets" 1 : 349-368, 1996

    4 Merton, R. C., "Theory of Rational Option Pricing" 4 : 141-183, 1973

    5 Hull, J., "The Pricing of Options on Assets with Stochastic Volatilities" 42 : 281-300, 1987

    6 Diebold, F. X., "The Dynamics of Exchange Rate Volatility : A Multivariate Latent Factor ARCH Model" 4 : 1-21, 1989

    7 장국현, "Stress Testing of Financial Industries: A Simple New Approach to Joint Stress Testing of Korean Banking, Securities, and Non-Life Insurance Industries" 한국증권학회 38 (38): 521-543, 2009

    8 Ball, C. A., "On Jump in Common Stock Prices and Their Impact on Call Option Pricing" 40 : 155-173, 1985

    9 Kim, M. J., "Measuring Stochastic Volatility of the KOSPI 200 Index" 4 : 131-156, 1996

    10 Chang, K. H., "Jumps and Time-Varying Correlations in Daily Foreign Exchange Rates" 20 : 611-637, 2001

    1 장국현, "코스닥시장의 잠재적 요인분석에 관한 연구" 한국파생상품학회 17 (17): 77-96, 2009

    2 장국현, "우리나라 주식수익률의 확률변동성 특성에 관한 연구" 한국재무관리학회 20 (20): 8-231, 2003

    3 Kim, M. J., "Volatility and Jump Risk in Korean Financial Markets" 1 : 349-368, 1996

    4 Merton, R. C., "Theory of Rational Option Pricing" 4 : 141-183, 1973

    5 Hull, J., "The Pricing of Options on Assets with Stochastic Volatilities" 42 : 281-300, 1987

    6 Diebold, F. X., "The Dynamics of Exchange Rate Volatility : A Multivariate Latent Factor ARCH Model" 4 : 1-21, 1989

    7 장국현, "Stress Testing of Financial Industries: A Simple New Approach to Joint Stress Testing of Korean Banking, Securities, and Non-Life Insurance Industries" 한국증권학회 38 (38): 521-543, 2009

    8 Ball, C. A., "On Jump in Common Stock Prices and Their Impact on Call Option Pricing" 40 : 155-173, 1985

    9 Kim, M. J., "Measuring Stochastic Volatility of the KOSPI 200 Index" 4 : 131-156, 1996

    10 Chang, K. H., "Jumps and Time-Varying Correlations in Daily Foreign Exchange Rates" 20 : 611-637, 2001

    11 Bates, D., "Jumps and Stochastic Volatility : Exchange Rate Processes Implicit in Deutche Mark Options" 9 : 69-107, 1996

    12 Chang, K. H., "Jump Risks and Heteroscedasticity in Korean Financial Markets" 20 : 273-299, 1997

    13 Hamilton, J. D., "Heteroscedasticity and Changes in Regime" 64 : 307-333, 1994

    14 Bollerslev, T., "Generalized Autoregressive Conditional Heteroskedasticity" 31 : 307-327, 1986

    15 Kim, M. J., "Financial Econometrics" Kyungmoonsa 2002

    16 Engle, R. F., "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation" 50 : 987-1007, 1982

    17 Heston, S., "A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Option" 6 : 327-344, 1993

    18 Choe, Hyuk, "2008 Global Financial Crysis" K-books 2009

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