Multivariate t and beta distributions associated with the multivariate F distribution

Jones, M. C. (2001). Multivariate t and beta distributions associated with the multivariate F distribution. Metrika, 54(3) pp. 215–231.

DOI: https://doi.org/10.1007/s184-002-8365-4

Abstract

elationships between F, skew t and beta distributions in the univariate case are in this paper extended in a natural way to the multivariate case. The result is two new distributions: a multivariate t/skew t distribution (on R^m) and a multivariate beta distribution (on (0,1)^m). A special case of the former distribution is a new multivariate symmetric t distribution. The new distributions have a natural relationship to the standard multivariate F distribution (on (R⁺)^m) and many of their properties run in parallel. We look at: joint distributions, mathematically and graphically; marginal and conditional distributions; moments; correlations; local dependence; and some limiting cases.

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About

• Item ORO ID
• 22661
• Item Type
• Journal Item
• ISSN
• 0026-1335
• Extra Information
• Please note the mathematical notation in the above abstract may not be accurate due to font limitations.
• Keywords
• multivariate distributions; skew t distribution; Student t distribution
• Academic Unit or School
• Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics
  Faculty of Science, Technology, Engineering and Mathematics (STEM)
• Copyright Holders
• © 2001 Springer-Verlag
• Depositing User
• Sarah Frain