Abstract:
We study the properties of the statistics of the Székely–Móri criterion for the symmetry of a distribution in Euclidean space for the class of discrete distributions concentrated on the set of vertices of the d-dimensional cube. We obtain exact and asymptotic (as d→∞) formulas for the first moments of the statistic, prove limit theorems, and give examples showing how the efficiency of the criterion depends on the form of the distribution.
Keywords:
Székely–Móri symmetry criterion, random vector, discrete distribution, normal distribution, limit distribution, U-statistics.
Citation:
A. M. Zubkov, D. O. Men'shenin, “Properties of the Székely–Móri Symmetry Criterion Statistics in the Case of Binary Vectors”, Mat. Zametki, 91:4 (2012), 551–562; Math. Notes, 91:4 (2012), 517–527