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On a Generalization of Bivariate Cauchy Distribution
Authors:A. Jamalizadeh  N. Balakrishnan
Affiliation:1. Shahid Bahonar University , Kerman, Iran A.Jamalizadeh@mail.uk.ac.ir;3. Department of Mathematics and Statistics , McMaster University , Hamilton, Ontario, Canada
Abstract:This paper addresses a generalization of the bivariate Cauchy distribution discussed by Fang et al. (1990 Fang , K. T. , Kotz , S. , Ng , K. W. ( 1990 ). Symmetric Multivariate and Related Distributions . London : Chapman and Hall .[Crossref] [Google Scholar]), derived from a trivariate normal distribution with a general correlation matrix. We obtain explicit expressions for the joint distribution function and joint density function, and show that they reduce in a special case to the corresponding expressions of Fang et al. (1990 Fang , K. T. , Kotz , S. , Ng , K. W. ( 1990 ). Symmetric Multivariate and Related Distributions . London : Chapman and Hall .[Crossref] [Google Scholar]). Finally, we show that this generalized distribution is useful in determining the orthant probability of a bivariate skew-normal distribution of Azzalini and Dalla Valle (1996 Azzalini , A. , Dalla Valle , A. ( 1996 ). The multivariate skew-normal distribution . Biometrika 83 : 715726 .[Crossref], [Web of Science ®] [Google Scholar]).
Keywords:Bivariate Cauchy distribution  Bivariate skew-normal distribution  Generalized bivariate Cauchy distribution  Orthant probability  Trivariate normal distribution
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