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Research on Warning Models for Financial Crisis of Listed Manufacturing Company in China on The Basis of Logistic

机译:基于逻辑的中国上市制造企业财务危机预警模型研究

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The thesis selected 24 ST companies and their counterparts in the listed manufacturing companies in 2008, 2009 and 2010 as research specimens, and picked up 18 financial indexes according to the actual situation of listed companies in China and on the reference of financial index widely adopted in empirical research at the time for study. On the basis of data in 2006, 2007, 2008 for the purpose of simplifying variable and reducing dimension, it compresses the 18 index by means of factor analysis in order to analyze the 5 common factors which are closest to financial crisis of listed companies, i.e. profitability, cash flow operation, short-term debt service and long-term debt service. Further more, the thesis makes a logistic analysis to the 5 factors and finally constructs the logistic models, thus providing a tool which can predict financial crisis of company with relative accuracy for administrators to make final decision.
机译:本文选取2008年,2009年和2010年上市公司中的24家ST公司及其对口公司作为研究样本,并根据中国上市公司的实际情况和参考广泛采用的财务指标,选取了18种财务指标。研究时进行实证研究。以2006,2007,2008年的数据为基础,以简化变量,缩小规模为目的,通过因子分析对18个指标进行压缩,以分析与上市公司财务危机最接近的5个常见因子,即盈利能力,现金流量运营,短期债务还本付息。此外,本文对这五个因素进行了逻辑分析,最终构建了逻辑模型,为管理者提供了相对准确地预测公司财务危机的工具,使管理者可以做出最终决策。

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