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金融民工阿聪 · 2021年04月02日

bivariate standard normal distribution是什么

NO.PZ2020033001000048

问题如下:

Construct a Gaussian copula to estimate the joint default probability of two assets within a year. Regarding to this copula, which of the following statements are correct?

I.This copula uses a correlation matrix to define the relationship between variables.

II.This copula requires that the respective cumulative default probability are mapped to a bivariate standard normal distribution.

III.This type of copula is widely applied in finance.

IV.The N11(Q1(t))N_1^{-1}{(Q_1{(t)})} maps the individual asset cumulative default probability to standard normal.

选项:

A.

I and II

B.

II and III

C.

I, II and III

D.

II, III and IV

解释:

D is correct.

考点:copula function

解析:statement I错在只有2个资产的话,ρ只有一个,而不需要用matrix的方式对应出多个ρ。

bivariate standard normal distribution.是什么,和标准正态分布有什么区别吗

1 个答案
已采纳答案

小刘_品职助教 · 2021年04月05日

同学你好,

bivariate standard normal distribution是双变量标准正态分布,是一维的标准正态分布的多维推广,他的两个变量X、Y均满足正态分布,X和Y均值方差分别为uX,uY和varX和varY,则-Y也为正态分布,其均值方差为-uY和varY,所以由两个独立正态随机变量的和仍为正态的,得知X-Y服从均值为uX-uY,方差为varX+varY的正态分布。

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