Showing 1 - 10 of 11
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
least some time after their bankruptcy. However, there is very little non-survey based empirical evidence on the … availability of credit post-bankruptcy. This paper makes two contributions using data from one of the largest credit bureaus in the … US. First, we show that individuals who file for bankruptcy can indeed get credit very quickly after they file. Indeed …
Persistent link: https://www.econbiz.de/10004998060
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
rising household debt, personal bankruptcy filings, and arrears. In this paper, we use data from the European Community …
Persistent link: https://www.econbiz.de/10008616942
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
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
empirical relevance of stigma and information sharing on household bankruptcy and its trend. Many observers of bankruptcy … the more relevant factor in explaining the observed bankruptcy trends. Furthermore, we show that this aggregate trend … that the overall increase in the bankruptcy rates cannot be explained by a decrease in social stigma. We argue that the …
Persistent link: https://www.econbiz.de/10005387106
This paper aims to contribute to the growing literature on the causes of consumer bankruptcy. It presents the consumer … bankruptcy decision as an irreversible choice that has an embedded real option value. This allows the use of well known framework … economic factors, such as unemployment, are strong predictors of bankruptcy rates and are consistent with the implications of …
Persistent link: https://www.econbiz.de/10005387109