Skip to main content
Log in

Selection models under generalized symmetry settings

  • Published:
Annals of the Institute of Statistical Mathematics Aims and scope Submit manuscript

Abstract

An active stream of literature has followed up the idea of skew-elliptical densities initiated by Azzalini and Capitanio (J. R. Stat. Soc. Ser. B 61:579–602, 1999). Their original formulation was based on a general lemma which is however of broader applicability than usually perceived. This note examines new directions of its use, and illustrates them with the construction of some probability distributions falling outside the family of the so-called skew-symmetric densities.

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.

Institutional subscriptions

Similar content being viewed by others

References

  • Arellano-Valle R. B., Branco M. D., Genton M. G. (2006) A unified view on skewed distributions arising from selections. Canadian Journal of Statistics 34: 581–601

    Article  MathSciNet  MATH  Google Scholar 

  • Arnold B.C., Castillo E., Sarabia J.M. (2002) Conditionally specified multivariate skewed distributions. Sankhyā series A 64: 206–226

    MathSciNet  MATH  Google Scholar 

  • Azzalini A. (2005) The skew-normal distribution and related multivariate families (with discussion). Scandinavian Journal of Statistics 32: 159–188 (C/R 189–200)

    Article  MathSciNet  MATH  Google Scholar 

  • Azzalini, A., Capitanio, A. (1999). Statistical applications of the multivariate skew normal distribution. Journal of the Royal Statistical Society, series B, 61, 579–602. Full version of the paper at arXiv.org:0911.2093.

    Google Scholar 

  • Azzalini, A., Capitanio, A. (2003). Distributions generated by perturbation of symmetry with emphasis on a multivariate skew t distribution. Journal of the Royal Statistical Society, series B, 65, 367–389. Full version of the paper at arXiv.org:0911.2342.

    Google Scholar 

  • Azzalini A., Dalla Valle A. (1996) The multivariate skew-normal distribution. Biometrika 83: 715–726

    Article  MathSciNet  MATH  Google Scholar 

  • Branco M.D., Dey D.K. (2001) A general class of multivariate skew-elliptical distributions. Journal of Multivariate Analysis 79: 99–113

    Article  MathSciNet  MATH  Google Scholar 

  • Genton, M. G., Ed. (2004). Skew-elliptical Distributions and Their Applications: a Journey Beyond Normality. Boca Raton: Chapman & Hall/CRC.

  • Genton M.G., Loperfido N. (2005) Generalized skew-elliptical distributions and their quadratic forms. Annals of the Institute Statistical Mathematics 57: 389–401

    Article  MathSciNet  Google Scholar 

  • Kotz S., Balakrishnan N., Johnson N.L. (2000) Continuous Multivariate Distributions Volume 1: Models and Applications. (2nd ed). New York: J. Wiley & Sons.

    Book  Google Scholar 

  • Serfling R. (2006) Multivariate symmetry and asymmetry. In: Kotz S., Balakrishnan N., Read C.B., Vidakovic B. (eds) Encyclopedia of Statistical Sciences (2nd ed, Vol. 8). J. Wiley & Sons, New York, pp 5338–5345

    Google Scholar 

  • Wang J., Boyer J., Genton M.G. (2004) A skew-symmetric representation of multivariate distributions. Statistica Sinica 14: 1259–1270

    MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Adelchi Azzalini.

About this article

Cite this article

Azzalini, A. Selection models under generalized symmetry settings. Ann Inst Stat Math 64, 737–750 (2012). https://doi.org/10.1007/s10463-011-0328-7

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10463-011-0328-7

Keywords

Navigation