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安可er · 2025年07月06日

either a or b 要不要减去a和b同时发生的概率?

NO.PZ2023091601000007

问题如下:

A risk analyst at an investment management firm interested in blockchain technology is monitoring the performance of a stablecoin project in an Asian country. The analyst finds that the project is regulated by a central monetary authority that will soon decide whether to distribute the stablecoins for public use, and notes that the following events could occur:

Event A: The monetary authority distributes the stablecoins

Event B: Businesses in the country accept the stablecoins as payment

The analyst also estimates the following probabilities: P(A): 70% , P(B): 40% ,P(B|A): 20%

What is the probability of either event A or event B occurring?

选项:

A.

0.29

B.

0.60

C.

0.84

D.

0.96

解释:

D is correct. Our goal is to find P(B U A), which is given by P(B U A) = P(A)+P(B)-P(BՈA). To calculate this, we first denote the following events:

Let P(A) = probability that the central monetary authority distributes the stablecoins to the public for use = 70%

P(B) = probability of businesses accepting stablecoins as payment = 40%

P(B|A) = probability of businesses accepting stablecoins as payment given that the central monetary authority distributes the stablecoins to the public for use = 20%.

From the following, we can obtain P(BՈA) = P(B|A)*P(A) = 0.20*0.70=0.14.

We want to find P(A U B) or P(B U A).

P(B U A) = P(A)+P(B)-P(BՈA) = 0.40+0.70-0.14 = 0.96 or 96%.

A is incorrect. This is P(B|A)/P(A).

B is incorrect. This is P(B|A)+P(B).

C is incorrect. This is P(BՈA)+P(A).

a或b发生的概率,可以理解为a发生b不发生+b发生a不发生的概率和么,即不包括a和b不能同时发生?

1 个答案

李坏_品职助教 · 2025年07月07日

嗨,爱思考的PZer你好:


这个题目是包含了a和b同时发生的概率的。


问题是,a发生的概率,与b发生的概率,假设分别是一个圆圈,这俩圆圈是有相互重叠部分的。假如直接用P(A)+ P(B), 二者重叠部分你就算了两次, 所以要减去P(AB),这样算出来的才是真正的a与b的并集。

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