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The Effect of Higher Moments of Risky Asset Return on Portfolio Choice

机译:风险资产收益较高的时刻对投资组合选择的影响

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This paper studies the effect of higher moments of risky asset return on portfolio choice. It builds the model of portfolio choice problem and approximates its optimal solution as a function of the mean, variance, skewness, and kurtosis of the excess return by applying a Taylor expansion to the Euler equation, which maximizes the expected utility of next period portfolio wealth; based on the daily data of Shanghai Exchange Composite Index from January 2nd, 1991 to December 29th, 2006, it does an empirical study on the property of return distribution and the effect of higher moments on portfolio choice. Results show: the distribution of risky asset return is non-normality; the optimal allocation to the risky asset increases (decreases) with positive (negative) skewness and decreases with excess kurtosis, at the same time, the magnitude of increasing and decreasing increases with the degree of investor's relative risk aversion; time aggregation reduces the magnitude of non-normality, but does not change the effect of higher moments on portfolio choice; positive skewness in the Chinese stock market is different from negative skewness in the U.S. stock market. The study demonstrates that the effect of higher moments of risky asset return should be considered in the context of portfolio choice.
机译:本文研究高风险资产回报时刻对投资组合选择的影响。通过建立泰勒展开式的欧拉方程,建立了投资组合选择问题的模型,并将其最优解近似为超额收益的均值,方差,偏度和峰度的函数,从而最大化了下一期投资组合财富的预期效用;基于1991年1月2日至2006年12月29日的上证综合指数的每日数据,对收益分布的性质以及较高动量对投资组合选择的影响进行了实证研究。结果表明:风险资产收益率的分布是非正态的;风险资产的最优分配随着(正)(负)偏斜而增加(减少),并随着过度峰度的增加而减少,同时,随着投资者相对风险规避程度的增加和减少幅度的增加;时间聚集减少了非正态性的程度,但不会改变较高矩对投资组合选择的影响;中国股市的正偏度与美国股市的负偏度不同。研究表明,应在投资组合选择的背景下考虑较高风险资产回报时刻的影响。

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