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Loss given default model for online microloans using neural network based quantile model | Synapse
March 3, 2026
Loss given default model for online microloans using neural network based quantile model
QK
Qi Kuang
Jiangxi University of Finance and Economics
XL
Xingchen Lu
SL
Sirong Luo
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Puntos clave
The model predicts loss given default effectively, enhancing financial forecasting.
Key metrics from the model include a significant improvement in prediction accuracy of over 20%.
Assessment using a neural network-based quantile model allows for flexible risk evaluation.
Success in this analysis may improve risk management in online lending systems.
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Cite This Study
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Kuang et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75ab8c6e9836116a20e77
https://doi.org/https://doi.org/10.1007/s10479-026-07042-y