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光猪宋两利 · 2024年04月03日

能不能这么算?

NO.PZ2023091601000010

问题如下:

An analyst is examining a portfolio that consists of 600 subprime mortgages and 400 prime mortgages. Of the subprime mortgages, 120 are late on their payments. Of the prime mortgages, 40 are late on their payments. If the analyst randomly selects a mortgage from the portfolio and it is currently late on its payments, what is the probability that it is a subprime mortgage?

选项:

A.

60%

B.

67%

C.

75%

D.

80%

解释:

In order to solve this conditional probability question, first calculate the probability that any one mortgage in the portfolio is late. This is: P(Mortgage is late) = (120 + 40)/1000 = 16%.

Next use the conditional probability relationship as follows:

P (Mortgage subprime | Mortgage is late) = P(Mortgage subprime and late) / P(Mortgage is late)

Since P(Mortgage subprime and late) = 120/1000 = 12%;

Therefore P(Mortgage subprime | Mortgage is late) = 12% / 16% = 0.75 = 75%.

Hence the probability that a random late mortgage selected from this portfolio turns out to be subprime is 75%.

逾期里 120户是次级贷,40户是正常贷,那么总逾期就是160户

随机抽一户是次级贷的概率=120/160=0.75

计算过程比标准答案简单的多,结果看结果也是对的。

1 个答案
已采纳答案

李坏_品职助教 · 2024年04月03日

嗨,努力学习的PZer你好:


在这道题目里面可以这样算。


如果我们设总的逾期数量是x, 其中subprime逾期了y,那么按照答案里面的算法,概率=(y/1000) / (x/1000) = y/x。也就是直接用120/160.

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