• Title/Summary/Keyword: Volatility spillovers

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A Comparative Study on Volatility Spillovers in the Stock Markets of Korea, China and Japan (한·중·일 주식시장의 변동성 전이효과에 관한 비교연구)

  • LEE, Jin-Soo;CHOI, Tae-Yeong
    • Journal of Fisheries and Marine Sciences Education
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    • v.28 no.1
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    • pp.127-136
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    • 2016
  • The purpose of this research is to conduct a comparative study on the characteristics of daily volatility spillovers across the stock markets of Korea, China, and Japan. We employ generalized spillover definition and measurement developed by Diebold & Yilmaz (2009, 2012). The sample period is January 5, 1993 to September 25, 2015. From a static full-sample analysis, we find that 8.60% of forecast error variance comes from volatility spillovers. From a 250-day rolling-sample analysis, we discover that there exist significant volatility fluctuations in the stock markets of Korea, China and Japan, expecially during the Asian Financial Crisis (1998-1999) and the US Credit Crisis (2008-2009) after the collapse of Lehman Brothers. From the net directional spillovers across three countries, we come upon that there is neither a definite leader nor a significant follower during the sample period.

An Analysis of Exchange Rate Volatility Spillovers (환율변동성 전이효과 분석)

  • Lee, Sa-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.5
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    • pp.426-431
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    • 2018
  • This study examines exchange rate volatility spillovers that affect the exchange rate volatility of Korean currency. For this study, the Japanese yen, British pound, Euro, and Canadian dollar are used as the currencies of developed countries, and the Thai baht, Indonesian rupiah, Singapore dollar, and Australian dollar are used as the currencies of the areas near Korea. The GARCH(1.1) model is employed for weekly data covering the period from January 2009 to December 2017. This study finds that the volatility spillovers from the Canadian dollar, Singapore dollar, and Australian dollar to the Korean won are significant, while the volatility spillovers from the Japanese yen, British pound, Euro, Thai baht, and Indonesian rupiah to the Korean won are insignificant. In terms of the economic system and structure, Japan, Britain, and European countries are at a higher level than Korea, while Thailand and Indonesia are at a lower level than Korea. Canada, Singapore, and Australia are almost at the same level as Korea. Therefore, these results appear to be derived from the phenomenon of exchange rate spillovers among countries with a similar economic system and structures, and contradict the literature, which has argued that exchange rates volatility spillovers occur among countries that are in the same area geographically.

Impact of Economic Policy Uncertainty and Macroeconomic Factors on Stock Market Volatility: Evidence from Islamic Indices

  • AZIZ, Tariq;MARWAT, Jahanzeb;MUSTAFA, Sheraz;KUMAR, Vikesh
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.12
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    • pp.683-692
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    • 2020
  • The primary purpose of the study is to investigate the volatility spillovers from global economic policy uncertainty and macroeconomic factors to the Islamic stock market returns. The study focuses on the Islamic stock indices of emerging economies including Indonesia, Malaysia, and Turkey. The Macroeconomic factors are industrial production, consumer price index, exchange rate. EGARCH model is employed for investigation of volatility spillovers. The results show that the global economic policy uncertainty has a significant spillover effect only on the returns of Turkish Islamic stock index. Similarly, the shocks in macroeconomic factors have little influence on the volatility of Islamic indices returns. The volatility of Indonesian and the Turkish Islamic stock indices returns is not influenced from the fluctuations in macroeconomic factors. However, there is significant volatility spillover only from industrial production to the returns of Malaysian Islamic index. The results suggest that the Islamic stock markets are less likely to influence from the global economic policies and macroeconomic factors. The stability of Islamic stocks provide opportunity for diversification of portfolios, particularly in stressed market conditions. The major price factors of Islamic markets could be firms' specific factors or investors' behaviors. The findings are helpful for policy makers and investors in formulating policies and portfolios.

International Transmission of Information Across National Stock Markets: Evidence from the Stock Index Futures Markets

  • Kim, Min-Ho
    • The Korean Journal of Financial Management
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    • v.15 no.1
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    • pp.73-94
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    • 1998
  • This paper contributes to the ongoing controversy over price and volatility spillovers across countries by providing new evidence with the futures data of the S&P 500 and Nikkei 225 index futures contacts from January 3, 1990 to April 16, 1996. Based on the two-stage symmetric and asymmetric GARCH models we document that both the U.S. and the Japanese daytime returns significantly influence the subsequent overnight returns of the other market. We find no signs of volatility spillovers between two international markets with the symmetric model. However, with the asymmetric models, we find that the magnitude of foreign negative shocks are different from the positive ones. The findings generally suggest that the two markets are more sensitive to the bad news originating in the other market. This nature of transmission between two markets would have important implications to the arbitragers who are trying to exploit the short-term dynamics of price and volatility movements across two security markets.

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Price and Volatility Spillovers in MENA Stock Market (중동지역주식시장의 가격및변동성이전효과분석)

  • Lee, Hahn Shik
    • International Area Studies Review
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    • v.14 no.3
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    • pp.3-33
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    • 2010
  • While new evidence on international spillover effects has been widely discussed around the globe, the MENA (Middle East and North African) region has received little attention concerning international transmission of stock market movements. In this paper, we discuss international spillover effects between the major developed markets (US, Japan and Germany) and the emerging markets in the MENA region (Turkey and Egypt). While GARCH-type models have mainly been used to investigate international stock market spillovers in much of previous studies, we develop new testing strategies based on discrete wavelet decomposition. The basic finding is that price as well as volatility spillover effects exist from the developed stock markets to the MENA counterparts, although evidence for price spillover to the Egyptian market is rather weak. As for the interdependence of the major MENA stock markets, no spillover effects are found between these markets, while the two MENA markets are somewhat related with each other.

Reassessment of Volatility Transmission Among South Asian Equity Markets

  • AZIZ, Tariq;MARWAT, Jahanzeb;MUSTAFA, Sheraz;KUMAR, Vikesh;AL-HADDAD, Lara
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.1
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    • pp.587-597
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    • 2021
  • This study investigates the nexus among the South Asian economies. Effects of shocks in the equity market of one country on the equity market of the other country are examined. For empirical analysis, the time series monthly data is used for the period from February 2013 to August 2019. The study focuses on the four larger economies of the region, namely, India, Bangladesh, Pakistan, and Sri Lanka. To investigate for asymmetric effects of positive and negative shocks, EGARCH model is used. The findings show the mix nature of the spillovers between the various pairs of countries. The equity market of Pakistan has two-way spillover effects with the equity market of Bangladesh, but has no association with the equity markets of India and Sri Lanka. The volatility in the equity market of India significantly influences the volatility of the financial markets of Bangladesh and Sri Lanka. Similarly, the capital market of Sri Lanka has a negative association with the equity market of India as well as Bangladesh, but does not affect the equity market of any other country. These findings validate the argument in the literature that geographic location influences the nexus among equity markets. The findings are important for policy-makers and investors.

Economic Policy Uncertainty in the US: Does It Matter for Korea?

  • Lee, Seojin
    • East Asian Economic Review
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    • v.22 no.1
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    • pp.29-54
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    • 2018
  • Using the indicators of economic policy uncertainty developed by Baker et al. (2016), this paper investigates the effects of the US economic policy uncertainty on the Korea economic uncertainty as well as Korea-US foreign exchange risk. The key findings are that: (i) the degree of spillovers of policy uncertainty from the US to Korea is considerable but not comparatively high; (ii) the US policy uncertainty plays a stronger and more consistent role in Korean currency risk than Korea policy uncertainty and other macro variables. It implies that the economic policy uncertainty in the US is an important contributor to Korea-US exchange rates.

Regime Dependent Volatility Spillover Effects in Stock Markets Between Kazakhstan and Russia

  • CHUNG, Sang Kuck;ABDULLAEVA, Vasila Shukhratovna
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.8
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    • pp.297-309
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    • 2021
  • In this study, to capture the skewness and kurtosis detected in both conditional and unconditional return distributions of the stock markets of Kazakhstan and Russia, two versions of normal mixture GARCH models are employed. The data set consists of daily observations of the Kazakhstan and Russia stock prices, and world crude oil price, covering the period from 1 June 2006 through 1 March 2021. From the empirical results, incorporating the long memory effect on the returns not only provides better descriptions of dynamic behaviors of the stock market prices but also plays a significant role in improving a better understanding of the return dynamics. In addition, normal mixture models for time-varying volatility provide a better fit to the conditional densities than the usual GARCH specifications and has an important advantage that the conditional higher moments are time-varying. This implies that the volatility skews implied by normal mixture models are more likely to exhibit the features of risk and the direction of the information flow is regime-dependent. The findings of this study contain useful information for diverse purposes of cross-border stock market players such as asset allocation, portfolio management, risk management, and market regulations.

Measuring Return and Volatility Spillovers across Major Virtual Currency Market (주요 가상화폐 시장간 수익률 및 변동성 전이효과에 관한 연구)

  • Yoo, Ju-Hyun;Kang, Ju-Young;Park, Sang-Un
    • The Journal of Information Systems
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    • v.27 no.3
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    • pp.43-62
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    • 2018
  • Purpose Since the Bitcoin, which was the first virtual currency, was made at 2009, almost 1,000 virtual currencies appeared onstage in the world. Even though virtual currencies have the function of money as a medium of exchange or contract, any of those has not yet entered the commercialization stage. Instead, some of the virtual currencies show the nature of investment assets. In the case of virtual money investment, users tend to use all the information of the world because information transfer is very easy and capital movement is almost free between different countries. In addition, as the transaction sizes of virtual currencies increase, a virtual currency price is no longer independent and is likely to be affected by the prices of other virtual currencies. Therefore, it is necessary to understand the influence among virtual currency markets, which helps successful implementation of investment strategies. Design/methodology/approach This study focuses on the investment product function of virtual money and conducts the analysis using the time series model used in the financial and economic areas. In this paper, we try to analyze the return and volatility transfer effect of virtual money markets through GJR-GARCH model. Findings This study is expected to find out whether we can make market forecasts through reflecting changes in other markets. In addition, we can reduce the trial and error of user decision making by using the information on the yield and volatility transition effect derived from the research results, and it is expected to reduce the opportunity cost of users.

Asymmetric Information Spillovers between Trading Volume and Price Changes in Malaysian Futures Market

  • Go, You-How;Lau, Wee-Yeap
    • The Journal of Asian Finance, Economics and Business
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    • v.1 no.3
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    • pp.5-16
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    • 2014
  • This study aims to examine the dynamics of price changes and trading volume of Kuala Lumpur Options and Financial Futures Exchange (KLOFFE) from 2000 to 2008. With augmented analysis, our results support two hypotheses. First, under information spillover, our findings support noise traders' hypothesis as the time span for variance of past trading volume to cause variance of current return is found to be asymmetric under bull and bear markets. Second, looking at the dynamic relation between volume and volatility of price changes, our findings support Liquidity-Driven Trade hypothesis as past trading volume and subsequent volatility of return exhibit positive correlation. In terms of investors' behavior in response to the news, we find that investors are more risk taking in bull market and more risk reverse in bear market. Our study suggests that investors should adjust their strategy in the futures market in a dynamic manner as the time span of new information arrival is not consistent. Also, uninformed investors with information asymmetry should expect noninformational trading from informed investors to establish their desired positions for better liquid position.