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Levy-like Continuity Theorems for Convergence in Distribution
Proceedings of the Gottingen Academy of Sciences
  • Theodore P. Hill, Georgia Institute of Technology - Main Campus
  • Ulrich Krengel, Universitat Gottingen
Publication Date
Levy’s classical continuity theorem states that if the pointwise limit of a sequence of characteristic functions exists, then the limit function itself is a characteristic function if and only if the limit function satisfies a single universal limit condition (in his case, the limit at zero is one), in which case the underlying measures converge weakly to the probability measure represented by the limit function. It is the purpose of this article to give a number of direct analogs of L´evy’s theorem for other probability-representing functions including moment sequences, maximal moment sequences, mean-residual-life functions, Hardy-Littlewood maximal functions, and failure-rate functions. In each of these cases the single crucial condition on the limit function often relates to conservation of mass or moment, but a general theory encompassing all of these examples is still missing.
Citation Information
Theodore P. Hill and Ulrich Krengel. "Levy-like Continuity Theorems for Convergence in Distribution" Proceedings of the Gottingen Academy of Sciences (2002)
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