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On quasi‐infinitely divisible distributions with a point mass
Authors:David Berger
Abstract:An infinitely divisible distribution on urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0001 is a probability measure μ such that the characteristic function urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0002 has a Lévy–Khintchine representation with characteristic triplet urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0003, where ν is a Lévy measure, urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0004 and urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0005. A natural extension of such distributions are quasi‐infinitely distributions. Instead of a Lévy measure, we assume that ν is a “signed Lévy measure”, for further information on the definition see 10]. We show that a distribution urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0006 with urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0007 and urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0008, where urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0009 is the absolutely continuous part, is quasi‐infinitely divisible if and only if urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0010 for every urn:x-wiley:0025584X:media:mana201800073:mana201800073-math-0011. We apply this to show that certain variance mixtures of mean zero normal distributions are quasi‐infinitely divisible distributions, and we give an example of a quasi‐infinitely divisible distribution that is not continuous but has infinite quasi‐Lévy measure. Furthermore, it is shown that replacing the signed Lévy measure by a seemingly more general complex Lévy measure does not lead to new distributions. Last but not least it is proven that the class of quasi‐infinitely divisible distributions is not open, but path‐connected in the space of probability measures with the Prokhorov metric.
Keywords:infinite divisibility  quasi‐infinite divisibility  variance mixtures  Primary: 60E07
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