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Predicting the Loss Given Default Distribution with the Zero-Inflated Censored Beta-Mixture Regression that Allows Probability Masses and Bimodality
Authors:Hwang  Ruey-Ching  Chu  Chih-Kang  Yu  Kaizhi
Institution:1.Department of Finance, National Dong Hwa University, Hualien, Taiwan
;2.Department of Applied Mathematics, National Dong Hwa University, Hualien, Taiwan
;3.School of Statistics, Southwestern University of Finance and Economics, Chengdu, China
;
Abstract:Journal of Financial Services Research - We propose a new procedure to predict the loss given default (LGD) distribution. Studies find empirical evidence that LGD values have a high concentration...
Keywords:
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