方法对比
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| 多因子风险模型（Fama-French, APT）× | 信用风险模型（Merton、KMV、CreditMetrics）× | |
|---|---|---|
| 领域 | 金融学 | 金融学 |
| 方法族 | Regression model | Regression model |
| 起源年份≠ | 1993 | 1974 |
| 提出者≠ | Fama & French (factor model); Ross (Arbitrage Pricing Theory) | Robert C. Merton (structural model); J.P. Morgan / Gupton et al. (CreditMetrics) |
| 类型≠ | Multi-factor linear regression model | Structural and portfolio credit risk model |
| 开创性文献≠ | Fama, E. F., & French, K. R. (1993). Common Risk Factors in the Returns on Stocks and Bonds. Journal of Financial Economics, 33(1), 3-56. DOI ↗ | Merton, R. C. (1974). On the Pricing of Corporate Debt: The Risk Structure of Interest Rates. The Journal of Finance, 29(2), 449-470. DOI ↗ |
| 别名≠ | Fama-French model, Fama-French three-factor model, Fama-French five-factor model, arbitrage pricing theory | Merton model, KMV model, CreditMetrics, structural credit risk model |
| 相关 | 5 | 5 |
| 摘要≠ | A factor risk model is a multi-factor framework that links asset returns to systematic risk factors such as the market, value, size, and momentum. The Fama-French three- and five-factor models (1993) and Ross's Arbitrage Pricing Theory (1976) decompose portfolio risk and detect alpha. | Credit risk models estimate the probability that a borrower defaults and the resulting distribution of credit losses. The structural approach was introduced by Robert C. Merton in 1974, treating a firm's equity as a call option on its assets, and was later extended into the KMV distance-to-default framework and the CreditMetrics rating-transition portfolio model published by J.P. Morgan in 1997. |
| ScholarGate数据集 ↗ |
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