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A class of symmetric bivariate uniform distributions

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A class of symmetric bivariate uniform distributions is proposed for use in statistical modeling. The distributions may be constructed to be absolutely continuous with correlations as close to±1 as desired. Expressions for the correlations, regressions and copulas are found. An extension to three dimensions is proposed.

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References

  • Cambanis, S. (1977) “Some properties and generalizations of multivariate Eyraud-Farlie-Gumbel-Morgenstern distributions”J. Mult. Anal. 7, 551–559.

    Article  MathSciNet  MATH  Google Scholar 

  • Cook, R. D. and Johnson, M. E. (1986) “Generalized Burr-Pareto-Logistic distributions with applications to a uranium exploration data set”Technometrics 28, 123–131.

    Article  MathSciNet  Google Scholar 

  • Dall’Aglio, G., Kotz, S. and Salinetti, G., Eds., (1991)Advances in Probability Distributions with Given Marginals, Mathematics and Its Applications, vol. 67, Klewer Academic Publishers.

  • Frank, M. J. (1979) “On the simultaneous associativity ofF(x,y) andx+y−F(x,y)Aequationes Math. 19, 194–226.

    Article  MathSciNet  MATH  Google Scholar 

  • Genest, C. (1987) “Frank’s family of bivariate distributions”Biometrika 74, 549–555.

    Article  MathSciNet  MATH  Google Scholar 

  • Genest, C. and MacKay, J. (1986) “The joy of copulas: Bivariate distributions with uniform marginals”Amer. Statist. 40, 280–283.

    MathSciNet  Google Scholar 

  • Genest, C. and Rivest, L-P. (1993) “Statistical inference procedures for bivariate Archimedean copulas”J. Amer. Statist. Assoc. 88, 1034–1043.

    Article  MathSciNet  MATH  Google Scholar 

  • Gleser, L. J., Perlman, D., Press, S. J. and Sampson, A. R., Eds. (1989)Contributions to Probability and Statistics. Essays in honor of Ingram Olkin, Springer-Verlag, New York.

    Google Scholar 

  • Huang, J. S. and Kotz, S. (1994) “Correlation structure in iterated Farlie-Gumbel-Morgenstern distributions”Biometrika 71, 633–636.

    MathSciNet  MATH  Google Scholar 

  • Johnson, M. E. and Tenenbeim, A. (1981) “A bivariate distribution family with specified marginals”J. Amer. Statist. Assoc. 76, 198–201.

    Article  MathSciNet  Google Scholar 

  • Johnson, N. L. and Kotz, S. (1972)Distributions in Statisics: Continuous Multivariate Distributions, John Wiley, New York.

    MATH  Google Scholar 

  • Johnson, N. L. and Kotz, S. (1975) “On some generalized Farlie-Gumbel-Morgenstern distributions”Comm. Stat. 4, 415–427.

    Article  MathSciNet  MATH  Google Scholar 

  • Johnson, N. L. and Kotz, S. (1977) “On some generalized Farlie-Gumbel-Morgenstern distributions II. Regression, correlation and further generalizations”Comm. Stat. Th. Meth. A6(6), 485–496.

    Article  MathSciNet  MATH  Google Scholar 

  • Kimeldorf, G. and Sampson, A. (1975) “Uniform representations of bivariate distributions”Comm. Stat. Th. Meth. 4, 617–627.

    Article  MathSciNet  MATH  Google Scholar 

  • Kotz, S. and Seeger, J. P. (1991) “A new approach to dependence in multivariate distributions”, in Dall’Aglio et al. (1991), 113–127.

  • Marshall, A. W. and Olkin, I. (1988) “Families of multivariate distributions”J. Amer. Statist. Assoc. 83, 834–841.

    Article  MathSciNet  MATH  Google Scholar 

  • Marshall, A. W. (1989) “A bivariate uniform distribution”, in Gleser et al. (1989), 99–106.

  • Mikusiński, P., Sherwood, H. and Taylor, M. D. (1991) “Probabilistic interpretations of copulas and their convex sums”, in Dall’Aglio et al. (1991), 95–112.

  • Nelsen, R. B. (1986) “Properties of a one-parameter family of distributions with specified marginals”Comm. Stat. Th. Meth. 15, 3277–3285.

    Article  MathSciNet  MATH  Google Scholar 

  • Nelsen, R. B. (1991) “Copulas and association”, in Dall’Aglio et al. (1991), 51–74.

  • Plackett, R. L. (1965) “A class of bivariate distributions”J. Amer. Statist. Assoc. 60, 516–522.

    Article  MathSciNet  Google Scholar 

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Ferguson, T.S. A class of symmetric bivariate uniform distributions. Stat Papers 36, 31–40 (1995). https://doi.org/10.1007/BF02926016

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