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The optimal strategy of the dynamic mean-variance problem for pairs trading with a common stochastic factor
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作者 Yaoyuan Zhang Dewen Xiong 《Probability, Uncertainty and Quantitative Risk》 2024年第4期529-552,共24页
This paper studics thc optimal pairs trading stratcgy of the mcan-variance(MV)objective function under a continuous-time cointegration model with a common stochastic factor.Although this common stochastic factor is no... This paper studics thc optimal pairs trading stratcgy of the mcan-variance(MV)objective function under a continuous-time cointegration model with a common stochastic factor.Although this common stochastic factor is not directly tradable,it significantly impacts asset prices.We first provide a semiclosed-form solution under a general model.We then specify the common factor model to be a mean-reverting process with time-varying parameters and provide closed-form optimal strategies for pairs trading with fixed and flexible ratios,respectively.Empirical analysis based on historical data from Chinese sccuritics markcts shows thc cffcctivencss of both optimal stratcgics.The optimal flcxiblc-ratio strategy outperforms the optimal fixed-ratio strategy in terms of both profit and risk. 展开更多
关键词 Continuous-time cointegration model Dynamic mean-variance problem Pairs trading mcan-reverting process
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