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Normalized Incomplete Beta Function: Log-Concavity in Parameters and Other Properties

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The logarithmic concavity/convexity in parameters of the normalized incomplete beta function has been established by Finner and Roters in 1997 as a corollary of a rather difficult result, based on generalized reproductive property of certain distributions. In the first part of this paper, a direct analytic proof of the logarithmic concavity/convexity mentioned above is presented. These results are strengthened in the second part, where it is proved that the power series coefficients of the generalized Turán determinants formed by the parameter shifts of the normalized incomplete beta function have constant sign under some additional restrictions. The method of proof suggested also leads to various other new facts, which may be of independent interest. In particular, linearization formulas and two-sided bounds for the above-mentioned Turán determinants, and also two identities of combinatorial type, which we believe to be new, are established.

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References

  1. H. Alzer, “Inequalities for the chi square distribution function,” J. Math. Anal. Appl., 223, 151–157 (1998).

    Article  MathSciNet  MATH  Google Scholar 

  2. H. Alzer and Á. Baricz, “Functional inequalities for the incomplete gamma function,” J. Math. Anal. Appl., 385, 167–178 (2012).

    Article  MathSciNet  MATH  Google Scholar 

  3. G. E. Andrews, R. Askey, and R. Roy, Special Functions, Cambridge University Press (1999).

  4. R. Arratia, S. Garibaldi, L. Mower, and P. B. Stark, “Some people have all the luck,” Math. Mag., 88, 196–211 (2015).

    Article  MathSciNet  MATH  Google Scholar 

  5. J. Bustoz and M. E. H. Ismail, “On gamma function inequalities,” Math. Comp., 47, 659–667 (1986).

    Article  MathSciNet  MATH  Google Scholar 

  6. H. Finner and M. Roters, “Distribution functions and log-concavity,” Commun. Statist. Theory Meth., 22, 2381–2396 (1993).

    Article  MathSciNet  MATH  Google Scholar 

  7. H. Finner and M. Roters, “Log-concavity and inequalities for chi-square, f and beta distributions with applications in multiple comparisons,” Statistica Sinica, 7, 771–787 (1997).

    MathSciNet  MATH  Google Scholar 

  8. A. Gelman, J. B. Carlin, H. S. Stern, and D. B. Rubin, Bayesian Data Analysis, 2nd edition, CRC Press (2003).

  9. S. Das Gupta and S. K. Sarkar, “On TP 2 and log-concavity,” in: Inequalities in Statistics and Probability, Ed. by Y. L. Tong, IMS, Hayward, CA (1984), pp. 54–58.

  10. S. I. Kalmykov and D. B. Karp, “Log-convexity and log-concavity for series in gamma ratios and applications,” J. Math. Anal. Appl., 406, 400–418 (2013).

    Article  MathSciNet  MATH  Google Scholar 

  11. S. I. Kalmykov and D. B. Karp, On the logarithmic concavity of series in gamma ratios, Izv. VUZov, Matematika, No. 6, 70–77 (2014).

  12. D. Karp and S. M. Sitnik, “Log-convexity and log-concavity of hypergeometric-like functions,” J. Math. Anal. Appl., 364, 384–394 (2010).

    Article  MathSciNet  MATH  Google Scholar 

  13. D. S. Mitrinović, J. E. Pecarić, and A. M. Fink, Classical and New Inequalities in Analysis, Kluwer Academic Publishers (1993).

  14. J. E. Peˇcarić, F. Prosch, and Y. L. Tong, Convex Functions, Partial Orderings, and Statistical Applications, Academic Press (1993).

  15. A. P. Prudnikov, Yu. A. Brychkov, and O. I. Marichev, Integrals and Series, Volume 3: More Special Functions, Gordon and Breach Science Publishers (1990).

  16. F. Qi and B.-N. Guo, “Completely monotonic functions involving divided differences of the di- and tri-gamma functions and some applications,” Commun. Pure Appl. Anal., 8, No. 6, 1975–1989 (2009).

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to D. B. Karp.

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Published in Zapiski Nauchnykh Seminarov POMI, Vol. 440, 2015, pp. 138–161.

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Karp, D.B. Normalized Incomplete Beta Function: Log-Concavity in Parameters and Other Properties. J Math Sci 217, 91–107 (2016). https://doi.org/10.1007/s10958-016-2958-z

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  • DOI: https://doi.org/10.1007/s10958-016-2958-z

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