Problem 109
Easy Conditional Probability and Independence

Three dice are thrown. What is the probability that at least…

Three dice are thrown. What is the probability that at least one of them shows a one, if it is known that all three dice show different numbers?

Explanation of Method

Conditional probability restricts the sample space to the outcomes where the condition holds. Among the $6^3=216$ equally likely outcomes, those with three different numbers number $6\cdot5\cdot4=120$. Among these, count the ones with no one ($5\cdot4\cdot3=60$) and subtract. A short symmetry argument confirms the answer $\frac12$.

Step 1: Events

$A$ = "at least one die shows $1$", $B$ = "all three numbers are different". We want $P(A\mid B)=\dfrac{P(AB)}{P(B)}$.

Step 2: Count $B$

Ordered outcomes with three different numbers: $6\cdot5\cdot4=120$ (out of $216$).

Step 3: Count $AB$

Different numbers and no $1$: $5\cdot4\cdot3=60$. Hence different numbers with a $1$: $120-60=60$.

Step 4: The answer

\[ \boxed{P(A\mid B)=\frac{60}{120}=\frac12.} \]

Step 5: Symmetry check

If the three numbers are different, they form a random $3$-element subset of $\{1,\dots,6\}$. Each number is in it with probability $\frac36=\frac12$. In particular, $1$ appears with probability $\frac12$. ✓

Without the condition, $P(A)=1-\left(\frac56\right)^3\approx0.421$; knowing that the numbers are different makes a one more likely.


Result

Answer
$P(A\mid B)$$60/120=1/2$
Unconditional $P(A)$$1-(5/6)^3\approx0.421$