Using Bayesian networks for bankruptcy prediction: Some methodological issues
نویسندگان
چکیده
منابع مشابه
Using Bayesian networks for bankruptcy prediction: Some methodological issues
This study provides operational guidance for using naïve Bayes Bayesian network (BN) models in bankruptcy prediction. First, we suggest a heuristic method that guides the selection of bankruptcy predictors from a pool of potential variables. The method is based upon the assumption that the joint distribution of the variables is multivariate normal. Variables are selected based upon correlations...
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ژورنال
عنوان ژورنال: European Journal of Operational Research
سال: 2007
ISSN: 0377-2217
DOI: 10.1016/j.ejor.2006.04.019