A red ball and a green ball are randomly and independently tossed into bins numbered with positive integers so that for each ball, the probability that it is tossed into bin is for What is the probability that the red ball is tossed into a higher-numbered bin than the green ball?
- A)
- B)
- C)
- D)
- E)
Answer
C
Key insight
Red higher and green higher are equally likely; the only other outcome is a tie, with probability the geometric sum of 4^(-k), which is 1/3.
Solution
The two balls follow the same distribution independently, so "red higher" and "green higher" have the same probability . The remaining possibility is a tie:
Both balls land in bin with probability , so
Therefore and .
The answer is .
Why this works
When two identical random quantities are compared, symmetry pairs the two strict outcomes, so only the tie probability needs computing. Ties are the easy case because they collapse a double sum into a single geometric series. Look for this "half of one minus the tie" structure whenever two independent, identically distributed objects are compared.
Alternative approach
Direct double sum: for green in bin , red is higher with probability . So , the same series.
The trap
Answering 1/2 by forgetting that ties are possible, or summing 4^(-k) from k = 0 and getting 4/3.
Common mistakes
- Answering 1/2 by forgetting that ties are possible, or summing 4^(-k) from k = 0 and getting 4/3.
- Computing and then reporting it (choice C happens to coincide here, but the reasoning is what generalizes).
Techniques
Count the complement and subtract from the total · Exploit symmetry to reduce work or pair up objects