In: Finance
Use the procedure outlined in Section 11.6.2 on p.262 of textbook and the annual percentage default rate for all rated companies in Table 11.6 on p.259,
a. Estimate the probability of default (PD) and default correlation (ρ) for the period 1970-1993, and for the period 1994-2016 separately.
b. Plot the probability distribution of default rate (similar to Figure 11.6 on p.263) for the time period 1970-1993 and 1994-2016 together on the same graph.
970 | 2.631 |
1971 | 0.286 |
1972 | 0.453 |
1973 | 0.456 |
1974 | 0.275 |
1975 | 0.361 |
1976 | 0.176 |
1977 | 0.354 |
1978 | 0.354 |
1979 | 0.088 |
1980 | 0.344 |
1981 | 0.162 |
1982 | 1.04 |
1983 | 0.9 |
1984 | 0.869 |
1985 | 0.952 |
1986 | 1.83 |
1987 | 1.423 |
1988 | 1.393 |
1989 | 2.226 |
1990 | 3.572 |
1991 | 2.803 |
1992 | 1.337 |
1993 | 0.899 |
1994 | 0.651 |
1995 | 0.899 |
1996 | 0.506 |
1997 | 0.616 |
1998 | 1.137 |
1999 | 2.123 |
2000 | 2.455 |
2001 | 3.679 |
2002 | 2.924 |
2003 | 1.828 |
2004 | 0.834 |
2005 | 0.647 |
2006 | 0.593 |
2007 | 0.349 |
2008 | 2.507 |
2009 | 4.996 |
2010 | 1.232 |
2011 | 0.906 |
2012 | 1.23 |
2013 | 1.232 |
2014 | 0.939 |
2015 | 1.732 |
2016 | 2.149 |
Textbook Risk Management and Financial Institutions, 5th Edition
Year | Total | Probability | Year | Total | Probability | |||||||
1970 | 2.631 | 0.104471 | 1994 | 0.651 | 0.018001 | 1970-1993 | 25.184 | |||||
1971 | 0.286 | 0.011356 | 1995 | 0.899 | 0.024859 | 1994-2016 | 36.164 | |||||
1972 | 0.453 | 0.017988 | 1996 | 0.506 | 0.013992 | |||||||
1973 | 0.456 | 0.018107 | 1997 | 0.616 | 0.017034 | Correlation | 25.184*36.164/1000 | |||||
1974 | 0.275 | 0.01092 | 1998 | 1.137 | 0.03144 | 0.09 | ||||||
1975 | 0.361 | 0.014334 | 1999 | 2.123 | 0.058705 | |||||||
1976 | 0.176 | 0.006989 | 2000 | 2.455 | 0.067885 | |||||||
1977 | 0.354 | 0.014057 | 2001 | 3.679 | 0.101731 | |||||||
1978 | 0.354 | 0.014057 | 2002 | 2.924 | 0.080854 | |||||||
1979 | 0.088 | 0.003494 | 2003 | 1.828 | 0.050548 | |||||||
1980 | 0.344 | 0.013659 | 2004 | 0.834 | 0.023062 | |||||||
1981 | 0.162 | 0.006433 | 2005 | 0.647 | 0.017891 | |||||||
1982 | 1.04 | 0.041296 | 2006 | 0.593 | 0.016398 | |||||||
1983 | 0.9 | 0.035737 | 2007 | 0.349 | 0.00965 | |||||||
1984 | 0.869 | 0.034506 | 2008 | 2.507 | 0.069323 | |||||||
1985 | 0.952 | 0.037802 | 2009 | 4.996 | 0.138148 | |||||||
1986 | 1.83 | 0.072665 | 2010 | 1.232 | 0.034067 | |||||||
1987 | 1.423 | 0.056504 | 2011 | 0.906 | 0.025053 | |||||||
1988 | 1.393 | 0.055313 | 2012 | 1.23 | 0.034012 | |||||||
1989 | 2.226 | 0.088389 | 2013 | 1.232 | 0.034067 | |||||||
1990 | 3.572 | 0.141836 | 2014 | 0.939 | 0.025965 | |||||||
1991 | 2.803 | 0.111301 | 2015 | 1.732 | 0.047893 | |||||||
1992 | 1.337 | 0.053089 | 2016 | 2.149 | 0.059424 | |||||||
1993 | 0.899 | 0.035697 | Total | 36.164 | 1 | |||||||
Total | 25.184 | 1 |