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A Discrete Analogue of Terrell’s Characterization of Rectangular Distributions

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Abstract

Terrell [18] showed that the Pearson coefficient of correlation of an ordered pair from a random sample of size two is at most one-half, and the equality is attained only for rectangular (uniform over some interval) distributions. In the present note it is proved that the same is true for the discrete case, in the sense that the correlation coefficient attains its maximal value only for discrete rectangular (uniform over some finite lattice) distributions.

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REFERENCES

  1. N. Balakrishnan and K. Balasubramanian, ‘‘Equivalence of Hartley–David–Gumbel and Papathanasiou bounds and some further remarks,’’ Statist. Probab. Lett. 16, 39–41 (1993).

    Article  MathSciNet  Google Scholar 

  2. N. Balakrishnan, C. Charalambides, and N. Papadatos, ‘‘Bounds on expectation of order statistics from a finite population,’’ J. Statist. Plann. Inference 113, 569–588 (2003).

    Article  MathSciNet  MATH  Google Scholar 

  3. A. Castaño-Martínez, F. López-Blázquez, and B. Salamanca-Miño, Maximal Correlation between Order Statistics, in: Recent Developments in Ordered Random Variables, Ed. by M. Ahsanullah and M. Raqab (Nova Science Publishers, 2007), p. 55–68.

    MATH  Google Scholar 

  4. H. Gebelein, ‘‘Das Statistische Problem der Korrelation als Variation und Eigenwertproblem und sein Zusammenhang mit der Ausgleichrechnung,’’ Angew. Math. Mech. 21, 364–379 (1941).

    Article  MathSciNet  MATH  Google Scholar 

  5. E. J. Gumbel, ‘‘The maxima of the mean largest value and of the range,’’ Ann. Math. Statist. 25, 76–84 (1954).

    Article  MathSciNet  MATH  Google Scholar 

  6. H. O. Hartley and H. A. David, ‘‘Universal bounds for mean range and extreme observations,’’ Ann. Math. Statist. 25, 85–99 (1954).

    Article  MathSciNet  MATH  Google Scholar 

  7. F. López-Blázquez, ‘‘Caracterización de Distribuciones mediante el Valor Esperado de Estadísticos Ordenados y Records,’’ PhD. Thesis, Universidad de Sevilla (1990).

  8. F. López-Blázquez and A. Castaño-Martínez, ‘‘Upper and lower bounds for the correlation ratio of order statistics from a sample without replacement,’’ J. Statist. Plann. Inference 136, 43–52 (2006).

    Article  MathSciNet  MATH  Google Scholar 

  9. F. López-Blázquez and B. Salamanca-Miño, ‘‘On Terrerl’s characterization of uniform distribution,’’ Statist. Papers 40, 335–342 (1999).

    Article  MATH  Google Scholar 

  10. F. López-Blázquez and B. Salamanca-Miño, ‘‘Maximal correlation in a non-diagonal case,’’ J. Multivar. Anal. 131, 265–278 (2014).

    Article  MathSciNet  MATH  Google Scholar 

  11. F. López-Blázquez and B. Salamanca-Miño, ‘‘Automatic differentiation and maximal correlation of order statistics from discrete parents,’’ Comput. Statist. 36, 2889–2915 (2021).

    Article  MathSciNet  MATH  Google Scholar 

  12. V. B. Nevzorov, ‘‘A characterization of exponential distributions by correlations between records,’’ Math. Meth. Statist. 1, 49–54 (1992).

    MathSciNet  MATH  Google Scholar 

  13. N. Papadatos, ‘‘Some counterexamples concerning maximal correlation and linear regression,’’ J. Multivariate Anal. 126, 114–117 (2014).

    Article  MathSciNet  MATH  Google Scholar 

  14. N. Papadatos, and T. Xifara, ‘‘A simple method for obtaining the maximal correlation coefficient and related characterizations,’’ J. Multivariate Anal. 118, 102–114 (2013).

    Article  MathSciNet  MATH  Google Scholar 

  15. V. Papathanasiou, ‘‘Some characterizations of distributions based on order statistics,’’ Statist. Probab. Lett. 9, 145–147 (1990).

    Article  MathSciNet  MATH  Google Scholar 

  16. A. Rényi, ‘‘On measures of dependence,’’ Acta Math. Acad. Sci. Hungar. 10, 441–451 (1959).

    Article  MathSciNet  MATH  Google Scholar 

  17. G. J. Székely and T. F. Móri, ‘‘An extremal property of rectangular distributions,’’ Statist. Probab. Lett. 3, 107–109 (1985).

    Article  MathSciNet  MATH  Google Scholar 

  18. G. R. Terrell, ‘‘A characterization of rectangular distributions,’’ Ann. Probab. 11(3), 823–826 (1983).

    Article  MathSciNet  MATH  Google Scholar 

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ACKNOWLEDGMENTS

The author would like to cordially thank an anonymous Referee for careful reading of the manuscript, and for the correction of some mistakes and typos. Thanks are also due to Fernando López-Blázquez, Universidad de Sevilla, for useful discussions.

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Correspondence to Nickos Papadatos.

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Papadatos, N. A Discrete Analogue of Terrell’s Characterization of Rectangular Distributions. Math. Meth. Stat. 32, 122–132 (2023). https://doi.org/10.3103/S1066530723020035

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  • DOI: https://doi.org/10.3103/S1066530723020035

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