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Sums, products and ratios of generalized beta variables

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Abstract

Recent papers by Professor T. Pham-Gia derived distributions of sums, products and ratios of independent beta random variables. In this paper, we extend professor Pham-Gia's results when X 1 and X 2 are independent random variables distributed according to two generalized beta distributions. For each of these distributions, we derive exact expressions for the densities of S=X 1+X 2, D=X 1X 2, P=X 1 X 2, and R=X 2/X 1. The expressions turn out to involve the incomplete beta function as well as the hypergeometric functions of one and two variables.

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References

  • Chen, J. C. and Novick, M. R. (1984) Bayesian analysis for binomial models with generalized beta prior distributions. Journal of Educational Statistics, 9, 163–175.

    Article  Google Scholar 

  • Gelfand, A. (1987). Estimation of a restricted variance ratio. In: Proceedings of the 2nd International Tampere Conference in Statistics, Tampere, Finland (edited by T. Pukkila and S. puntanen) pp. 457–466.

  • Gradshteyn, I. S. and Ryzhik, I. M. (2000). Table of Integrals, Series, and Products (sixth edition). San Diego: Academic Press.

    Google Scholar 

  • Hansen, E. R. (1975). A Table of Series and Products. New Jersey: Prentice-Hall Inc.

    MATH  Google Scholar 

  • Libby, D. L. and Novick, M. R. (1982). Multivariate generalized beta distributions with applications to utility assessment. Journal of Educational Statistics, 7, 271–294.

    Article  Google Scholar 

  • McDonald, J. B. (1984). Some generalized functions for the size distribution of income. Econometrica, 52, 647–664.

    Article  MATH  Google Scholar 

  • Pham-Gia, T. (1989). WorkSamp (software section). Mathematical and Computer Modelling, 12, I.

    Article  MathSciNet  Google Scholar 

  • Pham-Gia, T. (2000). Distributions of the ratios of independent beta variables and applications. Communications in Statistics-Theory and Methods, 29, 2693–2715.

    MATH  MathSciNet  Google Scholar 

  • Pham-Gia, T. and Turkkan, N. (1993). Bayesian analysis of the difference of two proportions. Communications in Statistics-Theory and Methods, 22, 1755–1771.

    MATH  MathSciNet  Google Scholar 

  • Pham-Gia, T. and Turkkan, N. (1994). Reliability of a standby system with beta component lifelength. IEEE Transactions on Reliability, 71–75.

  • Pham-Gia, T. and Turkkan, N. (1998). Distribution of the linear combination of two general beta variables and applications. Communications in Statistics-Theory and Methods, 27, 1851–1869

    MATH  MathSciNet  Google Scholar 

  • Pham-Gia, T. and Turkkan, N. (2002). The product and quotient of general beta distributions. Statistical Papers, 43, 537–550.

    Article  MATH  MathSciNet  Google Scholar 

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Nadarajah, S. Sums, products and ratios of generalized beta variables. Statistical Papers 47, 69–90 (2006). https://doi.org/10.1007/s00362-005-0273-8

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  • DOI: https://doi.org/10.1007/s00362-005-0273-8

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