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Stock Efficiency Evaluation Based on Multiple Risk Measures:A DEA-Like Envelopment Approach

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摘要 This paper proposes a new approach for stock efficiency evaluation based on multiple risk measures. A derived programming model with quadratic constraints is developed based on the envelopment form of data envelopment analysis(DEA). The derived model serves as an input-oriented DEA model by minimizing inputs such as multiple risk measures. In addition, the Russell input measure is introduced and the corresponding efficiency results are evaluated. The findings show that stock efficiency evaluation under the new framework is also effective. The efficiency values indicate that the portfolio frontier under the new framework is more externally enveloped than the DEA efficient surface under the standard DEA framework.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2022年第4期1480-1499,共20页 系统科学与复杂性学报(英文版)
基金 supported by the National Natural Science Foundation of China under Grant Nos.72071192,71671172 the Anhui Provincial Quality Engineering Teaching and Research Project Under Grant No.2020jyxm2279 the Anhui University and Enterprise Cooperation Practice Education Base Project under Grant No.2019sjjd02 Teaching and Research Project of USTC(2019xjyxm019,2020ycjg08) the Fundamental Research Funds for the Central Universities(WK2040000027)。
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