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JOURNALS // Teoriya Veroyatnostei i ee Primeneniya // Archive

Teor. Veroyatnost. i Primenen., 1997 Volume 42, Issue 2, Pages 239–261 (Mi tvp1801)

This article is cited in 8 papers

To the invariance principle

V. M. Kruglov

M. V. Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics

Abstract: Five functionals of the sums of independent random variables are discussed. The asymptotic analysis of these functionals played an important role in the development of the invariance principle. It is demonstrated that the weak convergence of each of these appropriately generalized functionals is equivalent to the applicability of the central limit theorem to sums of random variables on the basis of which the functionals are constructed.

Keywords: independent random variables, random broken line, process of Brownian motion, limit theorems for functionals of random variables.

Received: 16.06.1995

DOI: 10.4213/tvp1801


 English version:
Theory of Probability and its Applications, 1998, 42:2, 225–243

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