A unified approach to Stein’s method for stable distributions

نویسندگان

چکیده

In this article, we first review the connection between Lévy processes and infinitely divisible random variables, discuss classification of distributions. Next, establish a Stein identity for an variable via Lévy-Khintchine representation characteristic function. particular, unify identities α-stable available in existing literature. derive solutions equations its regularity estimates. Further, error bounds approximations, also obtain rates convergence results Wasserstein-δ,δ<α α∈(0,1) Wasserstein-type distances α∈(1,2). Finally, compare these with

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ژورنال

عنوان ژورنال: Probability Surveys

سال: 2022

ISSN: ['1549-5787']

DOI: https://doi.org/10.1214/20-ps354