Moments of multivariate skew-symmetric distributions which are generated from spherically symmetric and elliptically symmetric kernels are considered. For a rather general class of spherically symmetric kernels a strong relationship to the univariate case is established. This is exploited to demonstrate that the structure of the mean is that of shrinkage towards the origin. This result is generalized to skew-elliptical distributions. (C) 2008 Elsevier B.V. All rights reserved.
机构:
Univ Sao Paulo, Inst Matemat & Estatist, Sao Paulo, Brazil
Sobolev Inst Math, Novosibirsk, RussiaUniv Sao Paulo, Inst Matemat & Estatist, Sao Paulo, Brazil
Shestakov, Ivan
Zhukavets, Natalia
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机构:
Czech Tech Univ, Fac Elect Engn, CR-16635 Prague, Czech RepublicUniv Sao Paulo, Inst Matemat & Estatist, Sao Paulo, Brazil