Skip to main content
Log in

Multivector Variate Distributions

  • Published:
Sankhya A Aims and scope Submit manuscript

Abstract

A new family of multivariate distributions under elliptical models is proposed in this work. Several particular cases of this multivector variate distributions are obtained and a number of published multivariate distributions in other contexts are found as simple corollaries. An application of interest in finance is full derived and compared with the traditional methods.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1
Figure 2
Figure 3

Similar content being viewed by others

References

  • Bekker, A, Roux, J J J, Ehlers, E and Arashi, M (2001). Bimatrix variate beta type IV distribution: relation to Wilks’s statistics and bimatrix variate Kummer-beta type IV distribution. Comm Statist (T & M) 40, 4165–4178.

    Article  MathSciNet  Google Scholar 

  • Chen, J J and Novick, M R (1984). Bayesian analysis for binomial models with generalized beta prior distributions. J. Educational Statist 9, 163–175.

    Article  Google Scholar 

  • Choi, S and Wette, R (1969). Maximum likelihood estimation of the parameters of the gamma distribution and their bias. Technometrics 11, 4, 683–69.

    Article  Google Scholar 

  • Díaz-García, J A and Gutiérrez-Jáimez, R (2010a). Bimatrix variate generalised beta distributions. South African Statist J 44, 193–208.

    MathSciNet  MATH  Google Scholar 

  • Díaz-García, J A and Gutiérrez-Jáimez, R (2010b). Complex bimatrix variate generalised beta distributions. Linear Algebra Appl 432, 2-3, 571–582.

    Article  MathSciNet  Google Scholar 

  • Díaz-García, J A and Gutiérrez-Jáimez, R (2011). Noncentral bimatrix variate generalised beta distributions. Metrika 73, 3, 317–333.

    Article  MathSciNet  Google Scholar 

  • Dickey, J M (1967). Matricvariate generalizations of the multivariate t- distribution and the inverted multivariate t-distribution. Ann Math Statist 38, 511–518.

    Article  MathSciNet  Google Scholar 

  • Ehlers, R (2011). Bimatrix variate distributions of Wishart ratios with application Doctoral dissertation, Faculty of Natural & Agricultural Sciences University of Pretoria, Pretoria http://hdl.handle.net/2263/31284.

  • Fang, K T, Kotz, S and Ng, K W (1990a). Symmetric multivariate and related distributions. Springer-Science+Business Media, B.V., New Delhi.

  • Fang, K T and Zhang, Y T (1990b). Generalized multivariate analysis science press. Springer, Beijing.

    Google Scholar 

  • Libby, D L and Novick, M R (1982). Multivariate Generalized beta distributions with applications to utility assessment. J Educational Statist 7, 271–294.

    Article  Google Scholar 

  • Muirhead, R J (2005). Aspects of multivariate statistical theory. Wiley, New York.

    MATH  Google Scholar 

  • Nadarajah, S (2007). A bivariate gamma model for drought. Water Resour Res 43, W08501. https://doi.org/10.1029/2006WR005641.

    Article  Google Scholar 

  • Nadarajah, S (2013). A bivariate distribution with gamma and beta marginals with application to drought data. J App Statist 36, 3, 277–301.

    Article  MathSciNet  Google Scholar 

  • Olkin, I and Liu, R (2003). A bivariate beta distribution. Statist Prob Letters 62, 407–412.

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgments

This article was partially written during the research stay of the first author, José A. Díaz in the Department of Agronomy, Division of Life Sciences, Campus Irapuato-Salamanca, University of Guanajuato, Irapuato, Guanajuato, Mexico.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to José A. Díaz-García.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

The author is currently retiree. The paper was written and submitted when the author was a professor at the Universidad Autónoma de Chihuahua

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Díaz-García, J.A., Caro-Lopera, F.J. & Ramírez, F.O.P. Multivector Variate Distributions. Sankhya A 84, 534–555 (2022). https://doi.org/10.1007/s13171-020-00202-7

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13171-020-00202-7

Keywords

AMS (2000) subject classification

Navigation