Showing 1 - 10 of 15
This paper proposes a rating methodology that is based on a non-linear classification method, the support vector machine, and a non-parametric technique for mapping rating scores into probabilities of default. We give an introduction to underlying statistical models and represent the results of...
Persistent link: https://www.econbiz.de/10005207929
. The bankruptcy code is a "primitive creditor system" and financial distress leads to an arbitration between private … agreement and costly formal bankruptcy. We consider a standard debt contract between a bank and a small firm, both risk … show that costly formal bankruptcies may occur at equilibrium and the internalization of bankruptcy costs is impossible …
Persistent link: https://www.econbiz.de/10005811658
The aim of this paper is to provide new evidence on the value-creation process taking place in bankruptcy procedures … extent the debtor’s value can be preserved under bankruptcy by analyzing the recovery rates in France, Germany, and the … United Kingdom. We use a unique European sample of 900 corporate bankruptcy files that were manually collected in commercial …
Persistent link: https://www.econbiz.de/10008492683
specific risks. There are many reasons to use nonlinear techniques for predicting bankruptcy from financial ratios. Here we … the Creditreform database. The results reveal that the most important eight predictors related to bankruptcy for these …
Persistent link: https://www.econbiz.de/10005677958
In many economic applications it is desirable to make future predictions about the financial status of a company. The focus of predictions is mainly if a company will default or not. A support vector machine (SVM) is one learning method which uses historical data to establish a classification...
Persistent link: https://www.econbiz.de/10008568137
bankruptcy procedure is triggered off. This arbitration depends on the legal context and, more specifically, on the national … bankruptcy code. No study has been done on the French Civil Law. Yet, this legal system has inspired other important legislations … inclination for liquidation, collaterals may increase the occurrence of bankruptcy, provided the law facilitates such liquidation …
Persistent link: https://www.econbiz.de/10008684728
This study analyses credit default risk for firms in the Asian and Pacific region by applying two methodologies: a Support Vector Machine (SVM) and a logistic regression (Logit). Among different financial ratios suggested as predictors of default, leverage ratios and the company size display a...
Persistent link: https://www.econbiz.de/10009021755
Under the assumption that asset markets are incomplete, this paper introduces bankruptcy in an intertemporal … argues that intervention in the form of a level of bankruptcy exemption can enhance not only social welfare but also … distributive equity. The bankruptcy law is carefully specified in the model. The model generates distributional changes in …
Persistent link: https://www.econbiz.de/10005401865
general equilibrium model. Binding ceilings on loan rates reduce the probability of bankruptcy. Lower bankruptcy rates result … in lower bankruptcy and liquidation costs. The authors state conditions under which the resources freed by this cost …
Persistent link: https://www.econbiz.de/10005402001
liability rules and bankruptcy laws decreases as exogenous sources of uncertainty become relatively more important, and … increases with the opportunity for moral hazard (related to diligence, risk taking, or deception). Second, bankruptcy laws …
Persistent link: https://www.econbiz.de/10005784849