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两枚骰子取大者的期望值

Expected Value of Highest Die

专题
Probability / 概率
难度
L2

题目详情

掷两枚公平六面骰子,取其中点数较大者。该点数的期望是多少?

You roll two dice and select the one with the highest roll. What is the expected value of the die you selected?

解析

让我们看一下不同最大值的概率。

为了使你的最大值达到 11,你的两次掷骰都必须是 11。在 3636 总结果中,有一种 11 方法可以做到这一点。 P(max=1)=136P(max = 1) = \frac1{36}

为了使你的最大值达到 22,我们只能滚动 1s1's2s2's。这为我们提供了 22 选项,每个卷总计为 44。然而,我们必须减去最高掷骰为 11 的情况,从而为我们留下 33 的方法,使我们的最大值为 22P(max=2)=4136=336P(max = 2) = \frac{4-1}{36} = \frac{3}{36}

我们可以使用类似的过程来计算P(max=3)=93136=536P(max = 3) = \frac{9 - 3 - 1}{36} = \frac5{36}

你可以继续使用此过程来计算 P(max=n)P(max = n) 或注意图案的形成:P(max=n)=P(max=(n1))+236P(max = n) = P(max = (n-1)) + \frac2{36}

P(max=4)=736P(max = 4) = \frac{7}{36} P(max=5)=936P(max = 5) = \frac{9}{36} P(max=6)=1136P(max = 6) = \frac{11}{36} E(max)=P(max=n)N=1361+3362+5363+7364+9365+11366E(max) = \sum{P(max = n)\cdot N = \frac1{36}}\cdot1 + \frac{3}{36}\cdot2+ \frac{5}{36}\cdot3+ \frac{7}{36}\cdot4+ \frac{9}{36}\cdot5+ \frac{11}{36}\cdot6 E(max)=16136E(max) = \frac{161}{36}

Original Explanation

Let's take a look at the probabilities of different maxes.

For your maximum value to be 11, both of your rolls must have been 11. There is 11 way to do this out of the 3636 total outcomes. P(max=1)=136P(max = 1) = \frac1{36}

For your max to be 22, we can only roll 1s1's and 2s2's. This gives us 22 options for each roll totalling to 44. However, we must subtract the case where the highest roll is 11, leaving us with 33 ways for our max to be 22.
P(max=2)=4136=336P(max = 2) = \frac{4-1}{36} = \frac{3}{36}

We can use a similar process to calculate P(max=3)=93136=536P(max = 3) = \frac{9 - 3 - 1}{36} = \frac5{36}

You can continue using this process to calculate P(max=n)P(max = n) or notice the pattern forming: P(max=n)=P(max=(n1))+236P(max = n) = P(max = (n-1)) + \frac2{36}

P(max=4)=736P(max = 4) = \frac{7}{36} P(max=5)=936P(max = 5) = \frac{9}{36} P(max=4)=1136P(max = 4) = \frac{11}{36} E(max)=P(max=n)N=1361+3362+5363+7364+9365+11366E(max) = \sum{P(max = n)\cdot N = \frac1{36}}\cdot1 + \frac{3}{36}\cdot2+ \frac{5}{36}\cdot3+ \frac{7}{36}\cdot4+ \frac{9}{36}\cdot5+ \frac{11}{36}\cdot6 E(max)=16136E(max) = \frac{161}{36}