Showing 1 - 10 of 46
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/10010295937
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/10010275865
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/10010275893
Persistent link: https://www.econbiz.de/10003727443
Persistent link: https://www.econbiz.de/10003904229
Persistent link: https://www.econbiz.de/10003969753
Persistent link: https://www.econbiz.de/10003587297
"By compiling a novel dataset from bankruptcy court dockets recorded in Delaware between 2001 and 2002, we build and … estimate a structural model of Chapter 13 bankruptcy. This allows us to quantify how key debtor characteristics, including … whether they are experiencing bankruptcy for the first time, their past due secured debt at the time of filing, and income in …
Persistent link: https://www.econbiz.de/10003550122
We build a structural model of Chapter 13 bankruptcy that captures salient features of personal bankruptcy under … Chapter 13. We estimate our model using a novel data set that we construct from bankruptcy court dockets recorded in Delaware … 13 outcomes under the restrictions imposed by the bankruptcy law. We use the estimated model to conduct policy …
Persistent link: https://www.econbiz.de/10011419852
Persistent link: https://www.econbiz.de/10011430123