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Expected number of coin flips before you see a $k$-term arithmetic progression of heads

Let $\{X_i\}_{i \in \mathbb Z_+} $ be independent fair coin flips. Write $S := \{i \in \mathbb Z_+\, | \, X_i \text{ is heads}\}$, and define, for an integer $k \geq 3$, $$Y := \inf \{n \in \mathbb N \...
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