First-step analysis conditions on the first transition of a stochastic process, turning hitting probabilities, hitting times, and accumulated rewards into linear recurrence equations.
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- Absorbing state
- Expected duration of biased gambler's ruin
- Hitting time of the bridge vertex between two cliques
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- Uniform decreasing Markov chain
- Uniform-sum crossing time below one
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