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http://dx.doi.org/10.5351/CKSS.2008.15.4.483

On Perturbed Symmetric Distributions Associated with the Truncated Bivariate Elliptical Models  

Kim, Hea-Jung (Department of Statistics, Dongguk University)
Publication Information
Communications for Statistical Applications and Methods / v.15, no.4, 2008 , pp. 483-496 More about this Journal
Abstract
This paper proposes a class of perturbed symmetric distributions associated with the bivariate elliptically symmetric(or simply bivariate elliptical) distributions. The class is obtained from the nontruncated marginals of the truncated bivariate elliptical distributions. This family of distributions strictly includes some univariate symmetric distributions, but with extra parameters to regulate the perturbation of the symmetry. The moment generating function of a random variable with the distribution is obtained and some properties of the distribution are also studied. These developments are followed by practical examples.
Keywords
Perturbed symmetric distribution; truncated bivariate elliptical distribution; Skew-elliptical distribution;
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1 Arellano-Valle, R. B., Branco, M. D. and Genton, M. G. (2006). A unified view on skewed distributions arising from selections, The Canadian Journal of Statistics/La revue Canadienne de Ststistique, 34, 581-601   DOI   ScienceOn
2 Henze, N. (1986). A probabilistic representation of the 'Skew-normal' distribution, Scandinavian Journal of Statistics, 13, 271-275
3 Ma, Y. and Genton, M. G. (2004). A flexible class of skew-symmetric distributions, Scandinavian Journal of Statistics, 31, 459-468   DOI   ScienceOn
4 Rudy, D. A. (2002). Intermediate Microeconomic Theory, Digital Authoring Resources, Denver
5 Johnson, N. L. and Kotz, S. (1972). Distributions in Statistics: Continuous Multivariate Distributions, John Wiley & Sons, New York
6 Kim, H. J. (2002). Binary regression with a class of skewed t link models, Communications in Statistics-Theory and Methods, 31, 1863-1886   DOI   ScienceOn
7 Kim, H. J. (2007). A class of weighted normal distributions and its variants useful for inequality constrained analysis, Statistics, 41, 421-441   DOI   ScienceOn
8 Fang, K. T. and Zhang, Y. T. (1990). Generalized Multivariate Analysis, Springer-Verlag, New York
9 Arnold, B. C., Beaver, R. J., Groeneveld, R. A. and Meeker, W. Q. (1993). The non-truncated marginal of a truncated bivariate normal distribution, Psychometrika, 58, 471-488   DOI
10 Fang, K. T., Kotz, S. and Ng, K. W. (1990). Symmetric Multivariate and Related Distributions, Chapman & Hall/CRC, New York
11 Azzalini, A. (1985). A class of distributions which includes the normal ones, Scandinavian Journal of Statistics, 12, 171-178
12 Branco, M. D. and Dey, D. K. (2001). A general class of multivariate skew elliptical distributions, Journal of Multivariate Analysis, 79, 99-113   DOI   ScienceOn
13 Chen, M. H. and Dey, D. K. (1998). Bayesian modeling of correlated binary responses via scale mixture of multivariate normal link functions, Sankhya, 60, 322-343
14 Devroye, L. (1986). Non-Uniform Random Variate Generation, Springer Verlag, New York
15 Azzalini, A. and Capitanio, A. (2003). Distributions generated by perturbation of symmetry with emphasis on a multivariate skew t distribution, Journal of the Royal Statistical Society, Ser.B, 35, 367-389
16 Kim, H. J. (2008). A class of weighted multivariate normal distributions and its properties, Journal of the Multivariate Analysis, In press, doi:10.1016/j.jmva.2008.01.008