A General Class of Multivariate Skew-Elliptical Distributions
This paper proposes a general class of multivariate skew-elliptical distributions. We extend earlier results on the so-called multivariate skew-normal distribution. This family of distributions contains the multivariate normal, Student's t, exponential power, and Pearson type II, but with an extra parameter to regulate skewness. We also obtain the moment generating functions and study some distributional properties. Several examples are provided.
Year of publication: |
2001
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Authors: | Branco, Márcia D. ; Dey, Dipak K. |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 79.2001, 1, p. 99-113
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Publisher: |
Elsevier |
Keywords: | elliptical distributions exponential power family mixture of normals Pearson type II skewness |
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