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Advanced Proof

The Infinitesimal Generator of a Jump-Diffusion Process

Students often struggle with the integral term, specifically why we subtract the gradient inner product. This 'compensation' is strictly necessary to ensure the integral converges and to maintain the martingale property of the resulting process, balancing out the 'drift' induced by the jumps themselves.
Institutional Reference: Advanced Stochastic Processes
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