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A unified weighted family of distributions which contains the skew-elliptical family

Alodat M. T., Al-Rawwash M. Y., Al-Salman S. O.

Probability and Mathematical Statistics

2014

Vol. 34, Fasc. 2

215--235

In this paper, we introduce a new family of multivariate distributions, called the unified weighted family, as a generalization to the skew-elliptical family. We study some properties of the proposed family and show that it subsumes many important subfamilies such as the families arisen from the selection and hidden truncation ideas. Although the proposed family is very general, we focus on the multivariate weighted normal family which is regarded as a promising candidate in statistical inference.