Research Article
[Retracted] Security Warning Model of Chinese Corporate Bond Defaults Based on Deep Neural Networks
| Characteristics | Variable |
| Bond issuer | Monetary assets | Net assets | Total debt | Interest-bearing debt | Net operating cash flows | Operating income | Operating profit/loss | Net profit/loss | Operating profit margin | Sales growth rate | Current ratio | Quick ratio | Inventory turnover ratio | Debt ratio | Cash ratio | Interest cover ratio | Is it being audited? | Is it an SOE? | Is it a listed company? | Industry | Company rating before default |
| Bond | Trading place | Issue size | Outstanding balance | Interest rate at issuance | Is it a guaranteed bond? | Bond rating before default |
| Intermediary agencies | Is the underwriter a top 10? | Is the auditor a top 10? | Audit opinion |
| Local government | Provincial government GDP | Provincial government revenue | Provincial government expenditure | Provincial marketization index | The relationship between provincial government and the market |
| Macro-economy | Total social financing | Broad money M2 |
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