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An extension of the skew-generalized normal distribution and its derivation

  • Venegas, Osvaldo [1] ; Sanhueza, Antonio I. [2] ; Gómez, Héctor W. [3]
    1. [1] Universidad Católica de Temuco

      Universidad Católica de Temuco

      Temuco, Chile

    2. [2] Universidad de La Frontera

      Universidad de La Frontera

      Temuco, Chile

    3. [3] Universidad de Antofagasta

      Universidad de Antofagasta

      Antofagasta, Chile

  • Localización: Proyecciones: Journal of Mathematics, ISSN 0716-0917, ISSN-e 0717-6279, Vol. 30, Nº. 3, 2011, págs. 401-413
  • Idioma: inglés
  • DOI: 10.4067/S0716-09172011000300007
  • Enlaces
  • Resumen
    • In this paper, we introduce a new class of skew-symmetric distributions which are formulated based on cumulative distributions of skew-symmetric densities. This new class is an extension of other skew-symmetric distributions that have already been studied. We give special attention to a family from this class that could be seen as an extension ofthe skew-generalized-normal model introduced by Arellano-Valle et al.(2004). We study the main properties, stochastic representation, moments and an extension of this new model.

  • Referencias bibliográficas
    • Citas [1] Arellano-Valle, R. B., Gómez, H. W. and Quintana, F. A. A new class of skew-normal distributions. Communications in Statistics...
    • [2] Azzalini, A. A class of distributions which includes the normal ones. Scandinavian Journal Statistics, 12, pp. 171—178, (1985).
    • [3] Azzalini, A. The skew-normal distribution and related multivariate families (with discussion). Scandinavian Journal Statistics, 32, pp....
    • [4] Chiogna, M. Some results on the scalar skew-normal distribution. J. Ital. Statist. Soc., 7, pp. 1—13, (1998).
    • [5] Genton, M. G., Ed. Skew-elliptical distributions and their applications: a journey beyond normality. Chapman & Hall/CRC, (2004).
    • [6] Gómez, H. W., Venegas, O. and Bolfarine H. Skew-symmetric distributions generated by the distribution function of the normal distribution....
    • [7] Gupta, A. K., Chang, F. C. and Huang, W. J. Some skew-symmetric model. Randon Operators Stochastic Equations, 10, pp. 133—140, (2002).
    • [8] Henze, N. A probabilistic representation of the skew-normal distribution. Scandinavian Journal Statistics, 13, pp. 271—275, (1986).
    • [9] Martinez, E., Varela, H., G´omez, H. W. and Bolfarine, H. A note on the likelihood and moments of the skew-normal distribution. Statistics...
    • [10] Nadarajah, S., Kotz, S. Skewed distributions generated by the normal kernel. Statistics Probability Letters, 65, pp. 269—277, (2003).
    • [11] Pewsey, A. Problems of inference for Azzalini’s skew-normal distribution. Journal of Applied Statistics, 27(7), pp. 859—870, (2000).

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