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翻到第一张 A 的期望张数

First Ace

专题
Probability / 概率
难度
L4

题目详情

一副标准 52 张牌,随机洗牌后从顶往下翻。问:平均需要翻多少张牌才能看到第一张 A?

On average, how many cards in a normal deck of 52 playing cards do you need to flip over to observe your first ace?

解析

把 4 张 A 视作把其余 48 张牌切分成 5 段。由于对称性,每段期望长度相同,且总长度为 48,因此第一段期望为 48/548/5

第一张 A 出现在第一段之后的下一张,因此期望翻牌张数为

485+1=535=10.6.\frac{48}{5}+1=\frac{53}{5}=10.6.

Original Explanation

The four aces are dispersed throughout the deck and cut the 48 remaining cards into 5 distinct sections, each of some random length Xi[0,48]X_{i} \in [0, 48] where 1i51 \leq i \leq 5; that is, i=15Xi=48\displaystyle \sum_{i=1}^5 X_i = 48. Furthermore, by symmetry, E[X1]=E[X2]==E[X5]E[X_1] = E[X_2] = \dots = E[X_5], as in the absence of any additional information, none of the sections is expected to be any larger or smaller than any other. Thus, by linearity of expectation:

E[i=15Xi]=5×E[X1]=48E[X1]=485E\left[\displaystyle \sum_{i=1}^5 X_i\right] = 5\times E[X_1] = 48 \Rightarrow E[X_1] = \frac{48}{5}

We have found that the expected number of cards in the first section is 485\frac{48}{5}, so we will observe the first ace on the next card. Hence, we expect to flip 485+1=10.6\frac{48}{5}+1 = 10.6 cards to observe the first ace.