Exponential martingale of a pure birth process
ID: exponential-martingale-of-a-pure-birth-process
For a pure birth process with fixed initial state and finite statewise rates, the jump-count compensator gives , so is a local martingale up to explosion. If , a rate- Poisson candidate clock with accepted jumps of probability prevents explosion and dominates the jump count. Its finite exponential moments dominate every stopped on each finite horizon, upgrading the local martingale to a true martingale. A random initial state requires ; uniformly bounded rates do not supply this missing initial integrability.
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