×

Modulation of symmetry for discrete variables and some extensions. (English) Zbl 07847427

Summary: Substantial work has been dedicated in recent years to the construction of families of continuous distributions obtained by applying a modulation factor to a base symmetric density so as to obtain non-symmetric variant forms, often denoted skew-symmetric distributions. All this development has dealt with the case of continuous variables, while here we extend the formulation to the discrete case; moreover, some of the statements are of general validity. The results are illustrated with an application to the distribution of the score difference in sport matches.
{Copyright © 2014 John Wiley & Sons, Ltd}

MSC:

62-XX Statistics
Full Text: DOI

References:

[1] Azzalini, A (2012), ‘Selection models under generalized symmetry settings’, Annals of the Institute Statistical Mathematics, 64, 737-750, DOI: 10.1007/s10463‐011‐0328‐7. Available online 05 March 2011. · Zbl 1253.62037
[2] Azzalini, A & Capitanio, A (1999), ‘Statistical applications of the multivariate skew normal distribution’, Journal of the Royal Statistical Society, Series B, 61(3),579-602. Full version of the paper at arXiv.org:0911.2093. · Zbl 0924.62050
[3] 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(2),367-389. Full version of the paper at arXiv.org:0911.2342. · Zbl 1065.62094
[4] Azzalini, A with the collaboration of Capitanio, A (2014), The Skew‐Normal and Related Families, IMS monographs, Cambridge University Press, Cambridge. · Zbl 1338.62007
[5] Azzalini, A & Dalla Valle, A (1996), ‘The multivariate skew‐normal distribution’, Biometrika, 83, 715-726. · Zbl 0885.62062
[6] Azzalini, A & Regoli, G (2012), ‘Some properties of skew‐symmetric distributions’, Annals of the Institute Statistical Mathematics, 64, 857-879, DOI: 10.1007/s10463‐011‐0338‐5. Available online 09 September 2011. · Zbl 1253.62038
[7] Dixon, MJ & Coles, SG (1997), ‘Modelling association football scores and inefficiencies in the football betting market’, Applied Statistics, 46(2),265-280.
[8] Johnson, NL, Kemp, AW & Kotz, S (2005), Univariate Discrete Distributions, 3rd edn., J. Wiley & Sons, New York. · Zbl 1092.62010
[9] Maher, MJ (1982), ‘Modelling association football scores’, Statistica Neerlandica, 36(3),109-118.
[10] Skellam, JG (1946), ‘The frequency distribution of the difference between two Poisson variates belonging to different populations’, Journal of the Royal Statistical Society, 109(3),296. · Zbl 0063.07068
[11] Wang, J, Boyer, J & Genton, MG (2004), ‘A skew‐symmetric representation of multivariate distributions’, Statistica Sinica14, 1259-1270. · Zbl 1060.62059
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.