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基于Probit模型的上市公司财务失败实证研究
引用本文:鲜文铎,金延华.基于Probit模型的上市公司财务失败实证研究[J].贵州财经学院学报,2007(6):53-57.
作者姓名:鲜文铎  金延华
作者单位:1. 西南财经大学,会计学院,四川,成都,610071
2. 交通银行太原分行,山西,太原,030010
摘    要:以2000-2004年中国A股上市公司的财务指标为变量,建立财务失败预警分析的Probit模型.经过对20个财务指标的逐步筛选,实证结果发现,总资产净利率、资产负债率和应收账款周转率对上市公司财务失败具有显著的预测作用;模型的总体预测准确率为86.7%.此外,对变量的边际影响及误判成本问题也进行了分析.

关 键 词:财务失败  Probit模型  预警
文章编号:1003-6636(2007)06-0053-05
收稿时间:2007-10-08

Financial Failure of Listed Companies: A Probit Model Empirical Analysis
XIAN Wen-duo,JIN Yan-hua.Financial Failure of Listed Companies: A Probit Model Empirical Analysis[J].Journal of Guizhou College of Finance and Economics,2007(6):53-57.
Authors:XIAN Wen-duo  JIN Yan-hua
Institution:1. School of Accounting, Southwestern University of Finance and Economics, Chengdu, Sichuan 610071, China; 2. Bank of Communications, Taiyuan Branch, Taiyuan, Shanxi 030010, China
Abstract:Using as variables financial indicators of A-share listed companies in China for 2002 -2004, this paper establishes a probit model for financial failure forecasting. Through step-by-step selection of 20 financial indicators, it is found that net interest rate of total assets, assets-liabilities ratio, and accounts receivables turnover are effective predictors of finan cial failure at listed companies; overall, the model has an accuracy rate of 86.7% in prediction. Also analyzed are marginal effect of variables and misclassification costs.
Keywords:financial failure  probit model  forewarning
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