我國資產(chǎn)市場間均值溢出效應(yīng)及波動的相關(guān)性研究
[Abstract]:In terms of the relationship between asset markets, many theoretical and empirical work has not reached a consistent conclusion. By using the multi-factor or vector autoregressive model with GARCH process, this paper discusses the dynamic correlation of the mean spillover effect and volatility between oil, gold, stock and exchange rate, and gives the policy implication of the research results. The main characteristics and conclusions of this paper are as follows: 1 using univariate GARCH model, the mean spillover effect between China's stock market and bond market and gold market during the financial crisis of 2008 was tested. The results show that there is only a positive contagion effect between the stock market and the gold market, and the correlation between the two is not significant during the stock market crisis, but the stock market crisis and its late period. There is a negative and safe investment transfer between the stock market and the bond market, so the bond market is an effective "safe haven" for the stock market crisis in China. (2) taking the cycle data from October 2006 to July 2010 as samples, using the multi-factor model with GARCH process, the paper studies the stock market yield, the term premium of interest rate, and the change of exchange rate price. The impact of coal and oil price changes on the excess returns of 28 sectors in China. The results show that exchange rate changes can significantly negatively affect steel, coal, oil and commercial chains, interest rate term premiums significantly positively affect capital-intensive manufacturing, and oil price yields can only affect electrical appliances. In medicine and tourist hotel sectors, coal price yields can significantly negatively affect utilities and construction that consume more electricity, but neither oil nor coal yields can significantly affect share price returns in coal and oil sectors. By constructing a dual VAR-DCC-MVGARCH model, this paper examines the correlation between gold futures and spot market in China from 2008 to 2011, and analyzes the optimal hedging rate and its performance in minimizing portfolio risk. The results show that there is only a one-way effect of spot return on futures yield in gold market, and the volatility of return has a highly positive correlation with time varying characteristics. Dynamic hedging portfolio can effectively avoid the investment risk of gold spot. By constructing a five-element VAR-DCC-MVGARCH model and using the transaction data from July 2005 to March 2011, we investigate the oil, gold and interest rates of China under a framework system. The dynamic correlation between average spillover effect and volatility of exchange rate and stock market. The results show that interest rate to exchange rate, oil to exchange rate, gold to interest rate, gold to oil have one-way mean spillover effect, and only have two-way mean spillover effect between stock and gold market. Among them, stock and interest rate, exchange rate and interest rate, oil and exchange rate, gold and exchange rate have negative correlation, stock and oil, stock and gold, gold and interest rate, Gold and oil show a clear positive correlation. Finally, the results are compared and discussed with the existing literature. This paper provides some new viewpoints and new perspectives for the relationship between asset markets in China. It not only enriches the research contents of portfolio theory and energy economics, but also makes macro-control policies. Investors' portfolio construction and risk control also have important practical reference significance.
【學(xué)位授予單位】:重慶大學(xué)
【學(xué)位級別】:博士
【學(xué)位授予年份】:2012
【分類號】:F224;F832.5
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