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With one shot, which bullet would you use? : market versus accounting data in bankruptcy prediction : part III (the strong case of the use of neural networks in bankruptcy prediction)

Fernandez, Giovanni; Prakash, Arun J.; Mishra, Suchismita - In: The international journal of finance 26 (2014) 4, pp. 415-483

Persistent link: https://www.econbiz.de/10011634216

With one shot, which bullet would you use? : market versus accounting data in bankruptcy prediction ; part 1 (the univariate case)

Fernandez, Giovanni; Prakash, Arun J.; Mishra, Suchismita - In: The international journal of finance 26 (2014) 2, pp. 179-213

Persistent link: https://www.econbiz.de/10011378765

With One Shot, Which Bullet Would You Use? Market versus Accounting Data in Bankruptcy Prediction - Part II (A Strong Case of Using Nonparametric MDA in Bankruptcy Prediction)

Fernandez, Giovanni - 2016

In this paper, we test the predictive power of a nonparametric multivariate discriminant model to predict corporate bankruptcy. In contrast with the previous literature, we employ not only accounting ratios, but also market and microstructure variables. The most important finding are that market...

Persistent link: https://www.econbiz.de/10012995617

With One Shot, Which Bullet Would You Use? : Market versus Accounting Data in Bankruptcy Prediction - Part III (The Strong Case of the Use of Neural Networks in Bankruptcy Prediction)

Fernandez, Giovanni - 2016

In this paper, we test the predictive power of neural networks to predict corporate bankruptcy. In contrast with the previous literature, we not only use nontraditional models and employ accounting ratios, but also market and microstructure variables. The most important findings are that market...

Persistent link: https://www.econbiz.de/10012995625

With One Shot, Which Bullet Would You Use? Market versus Accounting Data in Bankruptcy Prediction Part I (The Univariate Case)

Fernandez, Giovanni - 2016

In this paper, we investigate the univariate behavior of variables prior to bankruptcy. In contrast with the previous literature, we study not only the behavior of accounting ratios, but also that of market and microstructure variables. The most important finding is that market and...

Persistent link: https://www.econbiz.de/10012995619