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叶赫那拉坤坤 · 2025年03月24日

用二叉树,没找到非条件概率。没画出图

NO.PZ2018122801000006

问题如下:

In country X, the probability that a letter sent through the postal system reaches its destination is 2/3. Assume that each postal delivery is independent of every other postal delivery, and assume that if a wife receives a letter from her husband, she will certainly mail a response to her husband. Suppose a man in country X mails a letter to his wife (also in country X) through the postal system. If the man does not receive a response letter from his wife, what is the probability that his wife received his letter?

选项:

A.

1/3

B.

3/5

C.

2/3

D.

2/5

解释:

D is correct.

考点 Bayes' formula

解析

(Notices: if the wife did not receive the letter, she would not send response to the man.)

Note:

A: the wife received the letter; A ¯ : the wife did not receive the letter;

B: the man received a response letter from his wife; B ¯ : the man did not receive a response letter from his wife

The question "If the man does not receive a response letter from his wife, what is the probability that his wife received his letter?" is equal to figure out P(A| B ¯ )

考点:正态分布查表

P(A| B ¯ )= P(A B ¯ ) P( B ¯ ) = P( B ¯ )×P( B ¯ |A) P( B ¯ )×P( B ¯ |A)+P( B ¯ )×P( B ¯ | A ¯ ) 解析: 题目说信可以成功寄到的概率是2/3,假设每次送信都是独立事件。同时假设妻子如果收到丈夫的信就一定会回复。问题问如果丈夫没有收到回信,那她的妻子收到丈夫的信的概率是多少?

首先丈夫没有收到回信的条件有两种情况:1.丈夫的寄信丢了,就是上面那个二叉树的下面一根,概率是1/3;2.丈夫的信寄到了,但是妻子的回信寄丢了(1/3),这种情况下概率为1/3*(2/3)=2/9

所以这两种情况下概率加和=1/3+2/9=5/9

根据贝叶斯公式,

如果丈夫没有收到回信,那她的妻子收到丈夫的信的概率=(2/9)/(5/9)=2/5

= (2/3)×(1/3) (2/3)×(1/3)+(1/3)×1 = 2 5



不明白 第二支上面 为啥是2/3

最下面的 no response 是1

用二叉树没画出来图。

1 个答案

李坏_品职助教 · 2025年03月24日

嗨,努力学习的PZer你好:


题目目说的是,在丈夫没有收到回信的前提下,问妻子收到信件的概率是多少?这是典型的条件概率问法,所以考察的是贝叶斯公式。


丈夫没有收到回信的情况就两种:

  1. 丈夫的信没送给妻子(not receive),概率1/3;
  2. 丈夫的信送给妻子了(receive),但丈夫没有收到妻子的回信(no response),概率=2/3 * 1/3 = 2/9.


所以“丈夫没有收到回信” (事件B)的非条件概率P(B) = 1/3 + 2/9 = 5/9.


而"丈夫的信送到妻子手里(事件A) 并且 丈夫没有收到回信(事件B)" 的概率P(AB) = 2/3 * 1/3 = 2/9.


所以最后利用贝叶斯条件概率公式,在丈夫没有收到回信的条件下(已知B为条件),妻子收到信件(事件A发生)的概率P(A|B) = P(AB) / P(B) = 2/5.

----------------------------------------------
虽然现在很辛苦,但努力过的感觉真的很好,加油!

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