The Regime-Switching Structural Default Risk Model

被引:0
作者
Milidonis, Andreas [1 ]
Chisholm, Kevin [2 ]
机构
[1] Univ Cyprus, Fac Econ & Management, Dept Accounting & Finance, POB 420537, CY-1678 Nicosia, Cyprus
[2] Univ Manchester, Alliance MBS, Accounting & Finance Div, Manchester M13 9PL, England
关键词
default risk; regime switching; bond ratings; MLE; G12; G33; CORPORATE-DEBT; TERM STRUCTURE; DEPOSIT INSURANCE; CREDIT SPREADS; INTEREST-RATES; BOND; RATINGS; OPTIONS; VOLATILITY; SECURITIES;
D O I
10.3390/risks12030048
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We develop the regime-switching default risk (RSDR) model as a generalization of Merton's default risk (MDR) model. The RSDR model supports an expanded range of asset probability density functions. First, we show using simulation that the RSDR model incorporates sudden changes in asset values faster than the MDR model. Second, we empirically implement the RSDR, MDR and an extension of the MDR model with changes in drift parameters, using maximum likelihood estimation. Focusing on the period before and after corporate rating downgrades used primarily for investment advice, we find that the RSDR model uses changes in equity mean returns and volatility to produce higher estimated default probabilities, faster, than both benchmark models.
引用
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页数:33
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