Each of the balls is tossed independently and at random into one of the bins. Let be the probability that some bin ends up with balls, another with balls, and the other three with balls each. Let be the probability that every bin ends up with balls. What is ?
- A)
- B)
- C)
- D)
- E)
Answer
E
Key insight
Both probabilities share the 5^20 denominator, so p/q is a ratio of multinomials: 5 * 4 arrangements of bins times 4!4!/(3!5!) = 20 * 4/5 = 16.
Solution
Every toss sequence is one of equally likely outcomes, so is just the ratio of the numbers of favorable outcomes.
For : assign the distinguishable balls to bins with sizes . The count is the multinomial coefficient
For : first decide which bin gets balls ( choices) and which gets ( remaining choices); the other three get each. Then assign balls:
Divide; the cancels:
The answer is .
Why this works
When two events live in the same uniform sample space, their probability ratio is a ratio of counts, and multinomial coefficients count "how many ways to hand out labeled objects into bins of given sizes." Almost everything cancels in the ratio; what survives is the number of ways to label which bins are special () times the small factorial correction .
Alternative approach
Double counting. Start from any all-fours outcome and move one ball: choices of ball, choices of new bin, giving ways, each producing a ---- outcome. Each ---- outcome is produced exactly times (any of the balls in the full bin could have been the one moved from the light bin). Hence , so .
The trap
Forgetting the factor 5 * 4 = 20 for which bin holds 3 balls and which holds 5, which gives the ratio 4/5 and no matching choice, or using 5!/3! = 20 alone.
Common mistakes
- Forgetting the factor 5 * 4 = 20 for which bin holds 3 balls and which holds 5, which gives the ratio 4/5 and no matching choice, or using 5!/3! = 20 alone.
- Inverting the small factor and computing , or treating the balls as indistinguishable so that every distribution looks equally likely.
Techniques
Map the objects to something easier to count · Set up the equation/formula and compute; no special trick needed