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Problem
Every night, Juku listens to exactly songs from a playlist containing exactly songs. Every time a song ends, the next song is chosen from among all songs with equal probability (the same song may also repeat). Prove that, on more than half of all nights, Juku listens some song more than once.
Solution
We show that the probability of listening to the same song multiple times is greater than , which is equivalent to the probability of listening to distinct songs being less than . The latter probability can be expressed as
To prove the bound, notice that Thus the product above is less than . We will now show that . Using the property repeatedly, we get
This finishes the proof.
To prove the bound, notice that Thus the product above is less than . We will now show that . Using the property repeatedly, we get
This finishes the proof.
Techniques
Permutations