问题如下：
Define unexpected loss (UL) as the standard deviation of losses and expected loss (EL) as the average loss. Further define LGD as loss given default, and EDF as the expected default frequency. Which of the following statements hold(s) true?
I. EL increases linearly with increasing EDF.
II. EL is often higher than UL.
III. With increasing EDF, UL increases at a much faster rate than EL.
IV. The lower the LGD, the higher the percentage loss for both the EL and UL.
选项： I
only
I and II
C.I and III
D.II and IV
解释：
ANSWER: C
Equation:shows that EL increases linearly with p, so answer I. is correct. Answer II. is not correct, certainly for concentrated portfolios. Equation: shows that UL increases faster than EL linearly with p, so answer III. is correct. Finally, Answer II. is incorrect, as higher (not lower) LGD would lead to higher credit losses.
E(CL)=E(n)E(LGD)=NpE(LGD)
老师，这个式子没有看懂可以解释一下吗？谢谢
