Strictly subgaussian probability distributions
Bobkov SG, Chistyakov GP, Götze F (2024)
Electronic Journal of Probability 29: 62.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
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Autor*in
Bobkov, S. G.;
Chistyakov, G. P.;
Götze, FriedrichUniBi
Einrichtung
Abstract / Bemerkung
We explore probability distributions on the real line whose Laplace transform admits an upper bound of subgaussian type known as strict subgaussianity. One class in this family corresponds to entire characteristic functions having only real zeros in the complex plane. Using Hadamard's factorization theorem, we extend this class and propose new sufficient conditions for strict subgaussianity in terms of location of zeros of the associated characteristic functions. The second part of this note deals with Laplace transforms of strictly subgaussian distributions with periodic components. This class contains interesting examples, for which the central limit theorem with respect to the R & eacute;nyi entropy divergence of infinite order holds.
Stichworte
Subgaussian distributions;
zeros;
entire functions
Erscheinungsjahr
2024
Zeitschriftentitel
Electronic Journal of Probability
Band
29
Art.-Nr.
62
eISSN
1083-6489
Page URI
https://pub.uni-bielefeld.de/record/2990002
Zitieren
Bobkov SG, Chistyakov GP, Götze F. Strictly subgaussian probability distributions. Electronic Journal of Probability . 2024;29: 62.
Bobkov, S. G., Chistyakov, G. P., & Götze, F. (2024). Strictly subgaussian probability distributions. Electronic Journal of Probability , 29, 62. https://doi.org/10.1214/24-EJP1120
Bobkov, S. G., Chistyakov, G. P., and Götze, Friedrich. 2024. “Strictly subgaussian probability distributions”. Electronic Journal of Probability 29: 62.
Bobkov, S. G., Chistyakov, G. P., and Götze, F. (2024). Strictly subgaussian probability distributions. Electronic Journal of Probability 29:62.
Bobkov, S.G., Chistyakov, G.P., & Götze, F., 2024. Strictly subgaussian probability distributions. Electronic Journal of Probability , 29: 62.
S.G. Bobkov, G.P. Chistyakov, and F. Götze, “Strictly subgaussian probability distributions”, Electronic Journal of Probability , vol. 29, 2024, : 62.
Bobkov, S.G., Chistyakov, G.P., Götze, F.: Strictly subgaussian probability distributions. Electronic Journal of Probability . 29, : 62 (2024).
Bobkov, S. G., Chistyakov, G. P., and Götze, Friedrich. “Strictly subgaussian probability distributions”. Electronic Journal of Probability 29 (2024): 62.
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