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The Type I Generalized Half-Logistic Distribution Based on Upper Record Values

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  • Devendra Kumar
  • Neetu Jain
  • Shivani Gupta

Abstract

We consider the type I generalized half-logistic distribution and derive some new explicit expressions and recurrence relations for marginal and joint moment generating functions of upper record values. Here we show the computations for the first four moments and their variances. Next we show that results for record values of this distribution can be derived from our results as special cases. We obtain the characterization result of this distribution on using the recurrence relation for single moment and conditional expectation of upper record values. We obtain the maximum likelihood estimators of upper record values and their confidence intervals. Also, we compute the maximum likelihood estimates of the parameters of upper record values and their confidence intervals. At last, we present one real case data study to emphasize the results of this paper.

Suggested Citation

  • Devendra Kumar & Neetu Jain & Shivani Gupta, 2015. "The Type I Generalized Half-Logistic Distribution Based on Upper Record Values," Journal of Probability and Statistics, Hindawi, vol. 2015, pages 1-11, August.
    • Handle: RePEc:hin:jnljps:393608
    DOI: 10.1155/2015/393608
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    Cited by:

    1. Malik Mansoor Rashid & Kumar Devendra, 2019. "Generalized Pareto Distribution Based On Generalized Order Statistics And Associated Inference," Statistics in Transition New Series, Statistics Poland, vol. 20(3), pages 57-79, September.

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