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math.PR2026

Distributional comparison for non-commutative infinitely divisible probability measures

Arturo Jaramillo, Josue Vazquez-Becerra

We determine ``cumulant-type'' upper bounds of the non-commutative Wasserstein distance for certain classes of distributions and , which are infinite divisible with respec…

math.PR2026

Attenuated Poisson Dirichlet approximations for divisibility configurations

Victor Bernal Ramirez, David Torres-Flores, Arturo Jaramillo

We study the point process formed by the normalized logarithms of the distinct prime factors of a harmonic random sample. We prove a quantitative convergence result, in a Wasserste…

math.PR2025

Asymptotics for additive functionals of particle systems via Stein's method

Arturo Jaramillo, Antonio Murillo-Salas

We consider additive functionals of systems of random measures whose initial configuration is given by a Poisson point process, and whose individual components evolve according to…

math.PR2025

Quantitative and stable limits of high-frequency statistics of Lévy processes: a Stein's method approach

Chiara Amorino, Arturo Jaramillo, Mark Podolskij

We establish inequalities for assessing the distance between the distribution of errors of partially observed high-frequency statistics of multidimensional Lévy processes and that…

math.PR2025

Approximation of Smooth Numbers for Harmonic Samples A Stein method Approach

Arturo Jaramillo, Xiaochuan Yang

We present a de Bruijn type approximation for quantifying the content of m smooth numbers, derived from samples obtained through a probability measure over the set of integers less…

math.PR2024

Non-commutative Stein's Method: Applications to Free Probability and Sums of Non-commutative Variables

Mario Díaz, Arturo Jaramillo

We present a straightforward formulation of Stein's method for the semicircular distribution, specifically designed for the analysis of non-commutative random variables. Our approa…