The Altman Z Score Does Not Predict Bankruptcy

Regina Lee, David White, Michael Barton, Jessica Horewitz, Paul Madden, Colleen M. Maker, Rehan Farooq, John Schultz, J. B. Heaton
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引用次数: 6

Abstract

The Altman Z Score (AZS) does not predict bankruptcy. The false positive rate of the AZS is 98%-99%. The AZS fails as a predictive model because it does not incorporate market evidence bearing on bankruptcy probability, specifically, returns, debt to an approximation of market value of assets, and stock price. In a probit model, AZS is statistically insignificant in the presence of these market variables.
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阿尔特曼Z指数并不能预测破产
奥特曼Z指数(AZS)并不能预测破产。AZS的假阳性率为98% ~ 99%。AZS作为一个预测模型是失败的,因为它没有纳入与破产概率有关的市场证据,特别是回报、债务对资产市场价值的近似值和股票价格。在probit模型中,存在这些市场变量时,AZS在统计上不显著。
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