This lecture covers two important theorems related to Poisson processes. The Slyvniak-Mecke theorem provides a useful result for working with sums, while Rényi's theorem discusses the conditions under which a point process becomes Poisson. The lecture also explores applications of these theorems in analyzing exceedances and likelihood in various processes.
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