Probability & Statistics

Dice Order

Three dice rolled one by one. How likely are the three faces to come up strictly increasing?

solvedeasy1 min

We roll three fair dice one at a time, giving an ordered triple. What is the probability the three values come out strictly increasing?

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#Count the favourable rolls

Strictly increasing forces all three faces distinct, and any three distinct faces sort into exactly one increasing order. So the favourable rolls are the three-element subsets of {1,,6}\{1, \dots, 6\}, of which there are (63)=20\binom{6}{3} = 20.

#Divide by everything

Three dice give 63=2166^3 = 216 equally likely ordered rolls, so

P(strictly increasing)=(63)63=20216=554.(1)\PP(\text{strictly increasing}) = \frac{\binom{6}{3}}{6^3} = \frac{20}{216} = \frac{5}{54}. \tag{1}

The tempting answer 1/61/6, the chance that a fixed distinct triple happens to land sorted, forgets that the dice can also tie.

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Each set of three distinct faces sorts into exactly one increasing roll. The 20 such sets out of 216 ordered rolls give a probability of 5/54.