基于PCA-Bootstrap-DEA模型的上交所公司财务绩效实证分析

Jiancai Yang, Yu-xue Wang
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引用次数: 0

摘要

本文通过对上海证券交易所所有上市公司的会计指标进行分析,探索主成分分析方法,以解决指标数量过多导致指标之间信息重复的问题,简化原有的指标体系结构。然后主成分的结果成为Bootstrap-DEA算法的投入产出指标。最后得出公司财务绩效的“相对效率”。我们得到了PCA-Bootstrap-DEA模型的结论。本文可以为提高对上交所公司财务绩效的认识提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Empirical Analysis about Financial Performance of SSE Company Based on PCA-Bootstrap-DEA Model
This paper analysis accounting indicators of all companies those trade in Shanghai Securities Exchange and explores the PCA method in order to solve the repetitiveness of information between indicators which caused by the excessive number of indicators and simplify the original indicator system structure. Then the outcomes of principal component becomes input-output indicator of the Bootstrap-DEA arithmetic. At last we obtain the “relative efficiency” of the financial performance of companies. We get the conclusion that the PCA-Bootstrap-DEA model. This paper can provide reference for improving the understanding of the financial performance of the SSE company.
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