An Application of Self-Organizing Maps to Financial Structure Analysis of Keiretsu versus Non-Keiretsu Firms in Japan

John J. Cheh; Evgeny A. Lapshin; Il-Woon Kim

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An Application of Self-Organizing Maps to Financial Structure Analysis of Keiretsu versus Non-Keiretsu Firms in Japan

机译：自组织映射在日本Keiretsu与非Keiretsu公司财务结构分析中的应用

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It has been argued that keiretsu in Japan allows its member firms to maintain a financial structure different from that of non-keiretsu member firms. In this paper, we use two different types of financial statement ratio analysis techniques to discover whether Kohonen's self-organizing map (SOM) is able to uncover the differences in financial structures between keiretsu and non-keiretsu firms: ad hoc financial ratios and valuation-based financial ratios. We have found some evidence that SOM enables both financial analysis techniques to recognize different financial structures between the two groups of the firms. Implications of this finding for investment decisions have been discussed.

机译：有人认为，日本的keiretsu允许其成员公司维持与非keiretsu成员公司不同的财务结构。在本文中，我们使用两种不同类型的财务报表比率分析技术来发现Kohonen的自组织图（SOM）是否能够揭示keiretsu公司与非keiretsu公司之间的财务结构差异：即席财务比率和估值基于财务比率。我们发现一些证据表明，SOM支持两种财务分析技术来识别两组公司之间的不同财务结构。已经讨论了该发现对投资决策的影响。

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来源
《Review of Pacific Basin financial markets and policies》 |2006年第3期|p.405-429|共25页
作者
John J. Cheh; Evgeny A. Lapshin; Il-Woon Kim;
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作者单位

George W. Daverio School of Accountancy College of Business Administration The University of Akron Akron, OH 44325-4802;

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原文格式 PDF
正文语种 eng
中图分类经济;财政、金融;
关键词
financial structure analysis; keiretsu versus non-keiretsu firms; kohonen's self-organizing map;

机译：财务结构分析;keiretsu与非keiretsu公司;kohonen的自组织图;

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3. Application of Evolving Self-Organizing Maps for Analysis of Human Adverse Events in the Context of Complex Socioeconomic Infrastructure Interactions [J] . Sapkota Nabin, Karwowski Waldemar, Ahram Tareq Human-Machine Systems, IEEE Transactions on . 2015,第4期

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An Application of Self-Organizing Maps to Financial Structure Analysis of Keiretsu versus Non-Keiretsu Firms in Japan

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