A neural network model for bankruptcy prediction
A neural network model for bankruptcy prediction
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DOI：
10.1109/ijcnn.1990.137710
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发表时间：
1990-06
期刊：
影响因子：
--
通讯作者：
M. Odom;R. Sharda
中科院分区：
文献类型：
--
作者：
M. Odom;R. Sharda
建立了破产预测的神经网络模型，并利用多家公司的财务数据对其进行了检验。同一组数据的分析使用更传统的破产预测方法，多元判别分析。对神经网络和判别分析方法的预测能力进行了比较。结果表明，神经网络可以应用于这一问题
A neural network model is developed for prediction of bankruptcy, and it is tested using financial data from various companies. The same set of data is analyzed using a more traditional method of bankruptcy prediction, multivariate discriminant analysis. A comparison of the predictive abilities of both the neural network and the discriminant analysis method is presented. The results show that neural networks might be applicable to this problem