Berry-Esseen bounds and multivariate limit theorems for functionals of Rademacher sequences

Autor: Krokowski, Kai, Reichenbachs, Anselm, Thaele, Christoph
Rok vydání: 2014
Předmět:
Zdroj: Ann. Inst. H. Poincar\'e Probat. Stat. 52, 763-803 (2016)
Druh dokumentu: Working Paper
Popis: Berry-Esseen bounds for non-linear functionals of infinite Rademacher sequences are derived by means of the Malliavin-Stein method. Moreover, multivariate extensions for vectors of Rademacher functionals are shown. The results establish a connection to small-ball probabilities and shed new light onto the relation between central limit theorems on the Rademacher chaos and norms of contraction operators. Applications concern infinite weighted 2-runs, a combinatorial central limit theorem and traces of Bernoulli random matrices.
Databáze: arXiv