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观察事故:1 小时概率已知,求 30 分钟概率

Observing Cars

专题
Probability / 概率
难度
L2

题目详情

你在公交站观察来往车辆。1 小时内至少观察到一次事故的概率为 3/43/4

假设不同时间段内独立且发生速率恒定。求 30 分钟内至少观察到一次事故的概率。

You are standing at a bus stop watching cars go by. The probability of observing at least one accident in an hour interval is 34\frac{3}{4}. What is the probability of observing at least one accident within thirty minutes? Assume that the probability of observing an accident at any moment within an hour interval is uniform.

解析

1 小时内无事故概率为 1/41/4

设 30 分钟内至少一次概率为 pp,则无事故为 1p1-p。两个半小时区间独立:

(1p)2=141p=12p=12.(1-p)^2=\frac{1}{4}\Rightarrow 1-p=\frac{1}{2}\Rightarrow p=\frac{1}{2}.

Original Explanation

The hour interval can be broken down into two disjoint thirty-minute intervals such that the probability pp of observing any accident is uniform. The probability that we do not observe an accident within a thirty-minute interval is 1p1-p. Furthermore, the probability that we do not observe any accidents within two independent thirty-minute intervals (or an hour) can be written as:

(1p)2=134p=1/2(1-p)^2 = 1 - \frac{3}{4} \Rightarrow p=1/2