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On a formulation of the central limit theorem

Probability 2025-01-29 v1

Abstract

A non-classical formulation of the central limit theorem is given for sequences of independent random variables with finite second moments. Singular sequences whose members all have a degenerate or normal distribution are excluded from consideration. The condition of uniform convergence is imposed on the improper integrals defining the variances. Under the conditions of non-singularity and uniform convergence, the central limit theorem is valid if and only if the total variance increases indefinitely.

Keywords

Cite

@article{arxiv.2501.16963,
  title  = {On a formulation of the central limit theorem},
  author = {Alexander Shmyrov and Vasily Shmyrov},
  journal= {arXiv preprint arXiv:2501.16963},
  year   = {2025}
}

Comments

6 pages

R2 v1 2026-06-28T21:22:03.930Z