Mode of 3 Dice

I roll 3 fair six-sided dice (with faces 1 , 2 , 3 , 4 , 5 , 6 1,2,3,4,5,6 ).

The probability the mode of the 3 numbers is 6 can be expressed in the form x y \dfrac{x}{y} for comprime, positive x x and y y . Enter y x y-x .


The answer is 25.

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2 solutions

Sam Bealing
Jun 15, 2016

Method 1:

Clearly 6 6 will be the mode iff there are 2 2 6 s 6's or if there are 3 3 6 s 6's

There is only 1 1 configuration where we have 3 3 6 s 6's (i.e. 6 , 6 , 6 6,6,6 )

There are ( 3 2 ) = 3 \binom{3}{2}=3 ways of arranging the 2 2 6 s 6's and 5 5 choices for the other number giving 3 × 5 = 15 3 \times 5=15 configuations.

There is a total of 6 × 6 × 6 = 216 6 \times 6 \times 6=216 possible combinations of 3 3 dice and 15 + 1 = 16 15+1=16 where 6 6 is the mode so the probability is:

16 216 = 2 27 x = 2 , y = 27 y x = 27 2 = 25 \dfrac{16}{216}=\dfrac{2}{27} \implies x=2,y=27 \implies y-x=27-2=\color{#20A900}{\boxed{\boxed{25}}}

Method 2:

For the numbers to not have a mode, all three must be different. There are 6 × 5 × 4 = 120 6 \times 5 \times 4=120 ways doing this.

This means the number of configurations where the numbers have a mode (not necessarily 6 6 ) is 6 × 6 × 6 120 = 96 6 \times 6 \times 6 -120=96

As the dice are fair, each of the 6 6 faces are equally likely to be the mode so the number of combinations where 6 6 is the mode is 96 6 = 16 \dfrac{96}{6}=16 giving the probability​ as:

16 216 = 2 27 x = 2 , y = 27 y x = 27 2 = 25 \dfrac{16}{216}=\dfrac{2}{27} \implies x=2,y=27 \implies y-x=27-2=\color{#20A900}{\boxed{\boxed{25}}}

Moderator note:

I disagree with the process of method 2. Note that the mode of a distribution need not be a singleton set. As such, you still have to rule out the possibilities where the mode is not a singleton set (or at least acknowledge that it isn't possible).

I am inclined to think that the most difficult part of this question is understanding what is asked for. The concept of statistical mode did not occur to me as I tried to parse the problem, and instead solved for the probability that the sum of the three dice had a value of 0 mod 6. If the question had included a parenthetical explanation of what was being asked, it is actually a fairly simple problem.

For example: The probability the mode of the 3 numbers is 6 (that is, where two or more of the numbers have a value of 6) can be expressed...

Paul Haynie - 4 years, 12 months ago

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I posted this question at Level 3 and I didn't think it was that difficult but clearly people are finding it difficult as it is now Level 5 (385 points). I think the problem is fairly clearly stated and I have put mode in bold to try to make it clear what you are being asked to calculate.

Sam Bealing - 4 years, 12 months ago

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@Paul Haynie I think that mode of a distribution is a very common term. Note that your definition is incorrect. The correct definition is "term that appears the most number of times".

@Sam Bealing The problem rose in ratings because while people were interested in viewing your problem, few wanted to do the calculation needed to answer the problem. As such, this pushed the ratings up. I've since lowered it back down.

Calvin Lin Staff - 4 years, 12 months ago

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@Calvin Lin @Calvin Lin : I am familiar with the meaning of mode; my definition is correct in this case, but not generally. It is just so odd to think about the mode when only three elements are involved that I never considered it. (I understand that it was primarily my error; I should have seen it. But at the same time, I think that a more transparent statement of the problem would be better for everyone.)

Paul Haynie - 4 years, 12 months ago
Hung Woei Neoh
Jun 19, 2016

This question can be solved easily with the Binomial Distribution formula.

Note that the three throws of the fair dice can be expressed as a binomial experiment where success represents a 6 6 rolled and failure being a number other than 6 6 rolled.

Let p p represent the probability of success, and q q be the probability of failure. We have:

n = 3 , p = 1 6 , q = 1 1 6 = 5 6 n=3,\;p=\dfrac{1}{6},\;q=1-\dfrac{1}{6} = \dfrac{5}{6}

For 6 6 to be the mode, we need to have at least 2 2 rolls of 6 6 . Therefore, the probability of the mode being 6 6 is

P ( X 2 ) = P ( X = 2 ) + P ( X = 3 ) = ( 3 2 ) ( 1 6 ) 2 ( 5 6 ) 1 + ( 3 3 ) ( 1 6 ) 3 ( 5 6 ) 0 = 3 ( 1 36 ) ( 5 6 ) + 1 ( 1 216 ) ( 1 ) = 15 216 + 1 216 = 16 216 = 2 27 \text{P}(X \geq 2)\\ =\text{P}(X = 2) + \text{P}(X=3)\\ =\displaystyle\binom{3}{2}\left(\dfrac{1}{6}\right)^2\left(\dfrac{5}{6}\right)^1+\binom{3}{3}\left(\dfrac{1}{6}\right)^3\left(\dfrac{5}{6}\right)^0\\ =3\left(\dfrac{1}{36}\right)\left(\dfrac{5}{6}\right)+ 1\left(\dfrac{1}{216}\right)(1)\\ =\dfrac{15}{216} + \dfrac{1}{216}\\ =\dfrac{16}{216}\\ =\dfrac{2}{27}

x = 2 , y = 27 , y x = 27 2 = 25 x=2,\;y=27,\;y-x=27-2=\boxed{25}

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