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
This paper measures the extent to which destination resort casinos export bankruptcy back to visitors' home states … local bankruptcy. Using various survey data, we calculate the number of visits from each state to casino resort destinations …-of-state casino resorts have higher bankruptcy filings. This effect is dominant in the south, suggesting that casinos located in …
Persistent link: https://www.econbiz.de/10005352817
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
entrepreneurship. Specifically, we investigate whether marginal income tax rates and bankruptcy exemptions influence rates of …-shaped relationship between bankruptcy exemptions and entrepreneurship. …
Persistent link: https://www.econbiz.de/10005707771
This paper estimates the dynamics of the personal-bankruptcy rate over the business cycle by exploiting large cross …-state variation in recessions and bankruptcies. We find that bankruptcy rates are significantly higher than normal during a recession … and rise as a recession persists. After a recession ends, there is a hangover whereby bankruptcy rates begin to fall but …
Persistent link: https://www.econbiz.de/10008489207
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
We analyze an exchange economy of unsecured credit where borrowers have the option to declare bankruptcy in which case …
Persistent link: https://www.econbiz.de/10010585880
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