For standard Brownian motion started at zero and first exit from , the Laplace transform is for . The stochastic process is the average of two copies of the Exponential martingale for Brownian motion. Its values stopped at are bounded, so bounded-time application of the optional stopping theorem followed by dominated convergence evaluates the transform without assuming uniform integrability of an unstopped exponential martingale on the infinite horizon.
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