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Moderate Deviations for a Class of L-Statistics

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Abstract

We study a class of L-statistics based on linear combinations of order statistics divided by the sample mean. The moderate deviation and functional moderate deviation are obtained by the method of Rényi representation. Moreover, we also apply our result to Jackson, Gini and Fortiana-Grané tests and obtain their asymptotic properties.

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References

  1. Dembo, A., Zeitouni, D.: Large Deviations Techniques and Applications. Springer, Berlin (1998)

    MATH  Google Scholar 

  2. Feller, W.: An Introduction to Probability Theory and its Applications. Wiley, New York (1971)

    MATH  Google Scholar 

  3. Fortiana, G., Grané, A.: A scale-free goodness-of-fit statistic for the exponential distribution based on maximum correlations. J. Stat. Plan. Inference 108, 85–97 (2002)

    Article  MATH  Google Scholar 

  4. Gail, M.H., Gastwirth, J.L.: A scale-free goodness-of-fit test for the exponential distribution based on the Gini statistic. J. R. Stat. Soc. 40(3), 350–357 (1978)

    MATH  MathSciNet  Google Scholar 

  5. Helmers, R.: A Berry-Esseen theorem for linear combinations of order statistics. Ann. Probab. 9(2), 342–347 (1981)

    Article  MATH  MathSciNet  Google Scholar 

  6. Mason, D.M., Shorack, G.R.: Necessary and sufficient conditions for asymptotic normality of L-statistics. Ann. Probab. 20(4), 1779–1804 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  7. Jackson, O.A.Y.: An analysis of departures from the exponential distribution. J. R. Stat. Soc. 29(B), 540–549 (1967)

    MATH  Google Scholar 

  8. Rényi, A.: On the theory of order statistics. Acta Math. Sci. Hung. 4, 191–232 (1953)

    Article  MATH  Google Scholar 

  9. Shorack, G.R., Wellner, J.A.: Empirical Process with Applications to Statistics. Wiley, New York (1986)

    Google Scholar 

  10. Stigler, S.M.: Linear functions of order statistics with smooth weight functions. Ann. Stat. 2, 676–693 (1974)

    Article  MATH  MathSciNet  Google Scholar 

  11. Tchirina, A.V.: Asymptotic properties of exponentiality tests based on L-statistics. Acta. Appl. Math. 97, 297–309 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  12. Wu, L.: An introduction to large deviations. In: Yan, J.A., Peng, S., Fang, S., Wu, L. (eds.) Several Topics in Stochastic Analysis, pp. 225–336. Academic Press of China, Bejing (1997)

    Google Scholar 

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Correspondence to Hui Jiang.

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Research supported by the National Natural Science Foundation of China (10571139).

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Jiang, H. Moderate Deviations for a Class of L-Statistics. Acta Appl Math 109, 1165–1178 (2010). https://doi.org/10.1007/s10440-008-9375-3

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  • DOI: https://doi.org/10.1007/s10440-008-9375-3

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