IDEAS home Printed from https://ideas.repec.org/a/taf/japsta/v40y2013i2p449-462.html
   My bibliography  Save this article

Optimal asymmetric classification procedures for interval-screened normal data

Author

Listed:
  • Hea-Jung Kim

Abstract

Statistical methods for an asymmetric normal classification do not adapt well to the situations where the population distributions are perturbed by an interval-screening scheme. This paper explores methods for providing an optimal classification of future samples in this situation. The properties of the screened population distributions are considered and two optimal regions for classifying the future samples are obtained. These developments yield yet other rules for the interval-screened asymmetric normal classification. The rules are studied from several aspects such as the probability of misclassification, robustness, and estimation of the rules. The investigation of the performance of the rules as well as the illustration of the screened classification idea, using two numerical examples, is also considered.

Suggested Citation

  • Hea-Jung Kim, 2013. "Optimal asymmetric classification procedures for interval-screened normal data," Journal of Applied Statistics, Taylor & Francis Journals, vol. 40(2), pages 449-462, February.
  • Handle: RePEc:taf:japsta:v:40:y:2013:i:2:p:449-462
    DOI: 10.1080/02664763.2012.748018
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/02664763.2012.748018
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/02664763.2012.748018?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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:taf:japsta:v:40:y:2013:i:2:p:449-462. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/CJAS20 .

    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.