In: Statistics and Probability
Suppose you roll three fair six-sided dice and add up the numbers you get. What is the probability that the sum is at least 16?
Solution:
Probability of getting any number (from 1 to 6) on rolling a fair six-sided dice is 1/6.
When we roll three fair six-sided dice, we can get maximum sum of 18.
We have to obtain P(sum = at least 16).
P(sum = at least 16)= P(sum = 16) + P(sum = 17)+ P(sum =18)
When we roll three dice, different ways of obtaining sum of 16 and corresponding probabilities are given below:
Dice 1 | Dice 2 | Dice 3 | Probability |
4 | 6 | 6 | (1/6)×(1/6)×(1/6) = 1/216 |
6 | 4 | 6 | (1/6)×(1/6)×(1/6) = 1/216 |
6 | 6 | 4 | (1/6)×(1/6)×(1/6) = 1/216 |
5 | 5 | 6 | (1/6)×(1/6)×(1/6) = 1/216 |
5 | 6 | 5 | (1/6)×(1/6)×(1/6) = 1/216 |
6 | 5 | 5 | (1/6)×(1/6)×(1/6) = 1/216 |
Hence, P(sum = 16) = [(1/216) + (1/216) + (1/216) +(1/216) + (1/216) + (1/216)] = 6/216
When we roll three dice, different ways of obtaining sum of 17 and corresponding probabilities are given below:
Dice1 | Dice 2 | Dice 3 | Probability |
5 | 6 | 6 | (1/6)×(1/6)×(1/6) = 1/216 |
6 | 5 | 6 | (1/6)×(1/6)×(1/6) = 1/216 |
6 | 6 | 5 | (1/6)×(1/6)×(1/6) = 1/216 |
Hence, P(sum = 17) = [(1/216) + (1/216) + (1/216)] = 3/216
When we roll three dice, different ways of obtaining sum of 18 and corresponding probabilities are given below:
Dice1 | Dice 2 | Dice 3 | Probability |
6 | 6 | 6 | (1/6)×(1/6)×(1/6) = 1/216 |
Hence, P(sum = 18) = 1/216
Hence, P(sum = at least 16) = (6/216) + (3/216) + (1/216)
(sum = at least 16) = 10/216 = 0.0462963
On rolling three fair six-sided dice, the probability that the sum is at least 16, is 10/216 = 0.0462963.
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