IDEAS home Printed from https://ideas.repec.org/a/hin/jijmms/376741.html
   My bibliography  Save this article

Bounds for the mean square error of reliability estimation from gamma distribution in presence of an outlier observation

Author

Listed:
  • M. E. Ghitany
  • W. H. Laverty

Abstract

In this paper we discuss the behavlor of the statistic R ^ ( t ) , the uniformly minimum variance unbiased (UMVU) estimate for the reliability of gamma distribution with unknown scale parameter σ when an outlier observation is present. Given the outlier effect on σ , we determine bounds for the mean and mean square error (MSE) of R(t). A semi-Bayesian approach is discussed when the outlier effect on σ is treated as a random variable having a prior distribution of beta type. Results of the exponential distribution (Sinha [1]) are given as particular cases of our results.

Suggested Citation

  • M. E. Ghitany & W. H. Laverty, 1989. "Bounds for the mean square error of reliability estimation from gamma distribution in presence of an outlier observation," International Journal of Mathematics and Mathematical Sciences, Hindawi, vol. 12, pages 1-8, January.
  • Handle: RePEc:hin:jijmms:376741
    DOI: 10.1155/S0161171289000980
    as

    Download full text from publisher

    File URL: http://downloads.hindawi.com/journals/IJMMS/12/376741.pdf
    Download Restriction: no

    File URL: http://downloads.hindawi.com/journals/IJMMS/12/376741.xml
    Download Restriction: no

    File URL: https://libkey.io/10.1155/S0161171289000980?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hin:jijmms:376741. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Mohamed Abdelhakeem (email available below). General contact details of provider: https://www.hindawi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.