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Some characterization results based on the conditional expectation of a function of non-adjacent order statistic (record value)

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Abstract

In this paper, we attempt to characterize a distribution by means ofE[ψ(X k +s:n)|X k:n =z]g(z), under some mild conditions on ψ(·) andg(·). An explicit result is provided in the case ofs=1 and a uniqueness result is proved in the case ofs=2. For the general case, an expression is provided for the conditional expectation. Similar results are proved for the record values, both in the continuous as well as in the discrete case (weak records).

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References

  • Ahsanullah, M. and Wesolowski, J. (1998). Linearity of best predictors for non-adjacent record values,Sankhya Series B,60, 215–227.

    MathSciNet  Google Scholar 

  • Aliev, F. A. (1999). New characterization of discrete distributions through weak records,Theory of Probability and Applications,44(4), 756–761.

    MATH  Google Scholar 

  • Dembinska, A. and Wesolowski, J. (1998). Linearity of regression for non-adjacent order statistics,Metrika,48, 215–222.

    Article  MATH  MathSciNet  Google Scholar 

  • Dembinska, A. and Wesolowski, J. (2000). Linearity of regression for non-adjacent record values,Journal of Statistical Planning and Inference,90, 195–205.

    Article  MATH  MathSciNet  Google Scholar 

  • Ferguson, T. S. (1967). On characterizing distributions by properties of order statistics,Sankhya Series A,29, 265–278.

    MATH  MathSciNet  Google Scholar 

  • Franco, M. and Ruiz, J. M. (1995). On characterization of continuous distributions with adjacent order statistics,Statistics,26, 375–385.

    MATH  MathSciNet  Google Scholar 

  • Franco, M. and Ruiz, J. M. (1997). On characterizations of distributions by expected values of order statistics and record values with gap,Metrika,45, 107–119.

    MATH  MathSciNet  Google Scholar 

  • Franco, M. and Ruiz, J. M. (1999) Characterization based on conditional expectation of adjacent order statistics: A unified approach,Proceedings of the American Mathematical Society,127(3), 861–874.

    Article  MATH  MathSciNet  Google Scholar 

  • Franco, M. and Ruiz, J. M. (2001). Characterizations of discrete distributions based on the conditional expectations of record values,Statistical Papers,42, 101–110.

    Article  MATH  MathSciNet  Google Scholar 

  • Gupta, R. C. (1984). Relationship between order statistics and record values and some characterization results,Journal of Applied Probability,21, 433–438.

    Google Scholar 

  • Gupta, R. C. and Kirmani, S. N. U. A. (2004). Some characterization of distributions by functions of failure rate and mean residual life,Communications in Statistics: Special issue on characterization of distributions (to appear).

  • Khan, A. H. and Abu-Salih, M. S. (1989). Characterizations of probability distributions by conditional expectation of order statistics,Metron,47, 171–181.

    MATH  MathSciNet  Google Scholar 

  • Lopez-Blaquez, F. and Moreno Rebollo, J. L. (1997). A characterization of distributions based on linear regression of order statistics and record values,Sankhya Series A,59, 311–323.

    MATH  MathSciNet  Google Scholar 

  • Lopez-Blaquez, F. and Wesolowski, J. (2001). Discrete distribution for which the regression of the first record on the second is linear,TEST,10, 121–131.

    MathSciNet  Google Scholar 

  • Nagaraja, H. N. (1977). On a characterization based on record values,Australian Journal of Statistics,19, 70–73.

    MATH  MathSciNet  Google Scholar 

  • Nagaraja, H. N. (1988). Some characterizations of continuous distributions based on regressions of adjacent order statistics and record values,Sankhyā Series A,50, 70–73.

    MATH  MathSciNet  Google Scholar 

  • Ouyang, L. Y. (1995). Characterization through the conditional expectation of a function of one order statistic relative to an adjacent one,Sankhyā Series A,57, 500–503.

    MATH  MathSciNet  Google Scholar 

  • Rao, C. R. and Shanbhag, D. N. (1994).Choquet-Deny Type Functional Equations with Applications to Stochastic Models, John Wiley, New York.

    MATH  Google Scholar 

  • Raqab, M. Z. (2002). Characterization of distributions based on the conditional expectations of record values,Statistics and Decisions,20, 309–319.

    MATH  MathSciNet  Google Scholar 

  • Wesolowski, J. and Ahsanullah, M. (1997). On characterizing distributions by linearity of regression for order statistics,Australian Journal of Statistics,39, 69–78.

    MATH  MathSciNet  Google Scholar 

  • Wesolowski, J. and Ahsanullah, M. (2001). Linearity of regression for non-adjacent weak records,Statistica Sinica,11, 39–52.

    MATH  MathSciNet  Google Scholar 

  • Wu, J. W. (2004). On characterizing distributions by conditional expectations of functions of non-adjacent record values,Journal of Applied Statistical Sciences,13(1) (to appear).

  • Wu, J. W. and Lee, W. C. (2001). On the characterization of generalized extreme value, power function, generalized Pareto and classical Pareto distributions by conditional expectation of record values,Statistical Papers,42, 225–242.

    Article  MATH  MathSciNet  Google Scholar 

  • Wu, J. W. and Ouyang, L. Y. (1996). On characterizing distributions by conditional expectations of the functions of order statistics,Metrika,43, 135–147.

    MATH  MathSciNet  Google Scholar 

  • Wu, J. W. and Ouyang, L. Y. (1997). Characterizations based on conditional expectation of non-adjacent order statistics,The International Journal of Information and Management Sciences,8(3), 45–53.

    MathSciNet  Google Scholar 

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Gupta, R.C., Ahsanullah, M. Some characterization results based on the conditional expectation of a function of non-adjacent order statistic (record value). Ann Inst Stat Math 56, 721–732 (2004). https://doi.org/10.1007/BF02506485

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  • DOI: https://doi.org/10.1007/BF02506485

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