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基于Logistic回归模型的IT企业财务危机预警的实证研究
引用本文:薛红.基于Logistic回归模型的IT企业财务危机预警的实证研究[J].合肥学院学报(自然科学版),2014(2):23-27.
作者姓名:薛红
作者单位:安徽广播电视大学宿州分校;
基金项目:安徽高校省级自然科学研究重点基金项目(KJ2008A116);安徽广播电视大学青年教师科研基金项目(qn13-23)资助
摘    要:以我国信息技术上市的ST公司和非ST公司作为研究样本,运用因子分析以及Logistic回归分析的方法,综合传统的财务指标和现金流信息指标构建适合IT企业的财务危机预测模型.并对模型的预测效果进行回判,验证了该模型对IT行业具有很好的预警效果.

关 键 词:财务危机  信息技术产业  现金流  Logistic回归分析

Empirical Study on IT Companies Financial Crisis Alarming Based on Logistic Regression Model
XUE Hong.Empirical Study on IT Companies Financial Crisis Alarming Based on Logistic Regression Model[J].Journal of Hefei University :Natural Sciences,2014(2):23-27.
Authors:XUE Hong
Institution:XUE Hong (Suzhou Branch, Anhui Open University, Suzhou, Anhui 234000, China)
Abstract:ST companies and normal companies in IT industry were chosen as samples in the paper. Financial crisis alarming model for IT companies was set up using traditional financial indexes and cash flow indexes with factor analysis method and Logistic regression analysis method. The effect on predictions of the model was tested and the summaries were put forward.
Keywords:financial crisis  IT industry  cash flow  Logistic regression analysis
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