Homemath.FAarXiv:2605.29660

The Stein-Chen method and a Law of Small Numbers in Riesz Spaces

math.FAmath.PR2026-05v1license

Abstract

Martingales, Markov processes and Laws of Large Numbers have been well studied in the Riesz space (vector lattice) setting. There has, however, been no attention given in the Riesz space setting to Laws of Small Numbers or to the so called Stein-Chen method. Here we adapt the Stein-Chen method to the Riesz space setting and hence give a conditional Laws of Small Numbers for Bernoulli processes in Riesz spaces. This requires extensive use of functional calculus and the associated f-algebra structure.

Cite

@article{arxiv.2605.29660,
  title  = {The Stein-Chen method and a Law of Small Numbers in Riesz Spaces},
  author = {Wen-Chi Kuo and Nigel Musara and Bruce A. Watson},
  journal= {arXiv preprint arXiv:2605.29660},
  year   = {2026}
}