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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...
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Focusing on home owners, the paper discusses the reduction in a household’s credit access due to bankruptcy filing and … its two effects that may deter a household from filing for bankruptcy. Empirical evidence presented in the paper suggests … that a household with a bankruptcy record is about 30% more likely to lose home ownership and consequently the mortgage …
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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 …
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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 …
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Remarks by Charles L. Evans, President and Chief Executive Officer, Federal Reserve Bank of Chicago European Economics and Financial Center London, England
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