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Belief Function model of private equity fund performance measurement

机译:私募基金业绩计量的信念函数模型

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This article applies Dempster-Shafer evidence theory to probe the private equity fund performance evaluation issues, get the Belief Function model to evaluate the performance of a private equity fund. This article does not intend to discuss the relevance and completeness of indicators, nor does it intend to submit other views and ideas. This article firstly assumes that the performance measurement system had already been established, and then discusses the problem how to quantify these indicators (including qualitative indicators and quantitative indicators) by scoring or other appropriate methods. Next all of the scores will be combined based on the theory of Belief Function to get a comprehensive performance measurement indicator. The final indicator can be used to fund ranking. It is expected that this ranking is more objective and more comprehensive than the one based on a single indicator, such as IRR. In addition, the indicator, as well as the method discussed in this article has a great reference value to help the institutional investors to choose the fund. In the PE firm, the indicator can be used as a benchmark for the performance measurement of fund managers or investment managers. Finally, the indicator is also helpful for the government regulators and industry associations to understand PE funds.
机译:本文应用Dempster-Shafer证据理论探讨了私募股权基金绩效评估问题,得到了Belief函数模型对私募股权基金绩效进行评估。本文无意讨论指标的相关性和完整性,也无意提出其他观点和想法。本文首先假设已经建立了绩效评估系统,然后讨论了如何通过评分或其他适当方法量化这些指标(包括定性指标和定量指标)的问题。接下来,将根据“信念函数”的理论将所有分数组合起来,以获得一个综合的绩效衡量指标。最终指标可用于资助排名。期望该排名比基于单个指标(例如IRR)的排名更为客观和全面。此外,本文讨论的指标和方法对机构投资者选择基金具有重要的参考价值。在私募股权公司中,该指标可用作衡量基金经理或投资经理绩效的基准。最后,该指标还有助于政府监管机构和行业协会了解私募股权基金。

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