IDEAS home Printed from https://ideas.repec.org/a/taf/lstaxx/v43y2014i19p4025-4045.html
   My bibliography  Save this article

Bayesian Estimation for Linear Functions of Poisson Rates

Author

Listed:
  • Lizanne Raubenheimer
  • Abrie Van der Merwe

Abstract

The probability matching prior for linear functions of Poisson parameters is derived. A comparison is made between the confidence intervals obtained by Stamey and Hamilton (2006), and the intervals derived by us when using the Jeffreys’ and probability matching priors. The intervals obtained from the Jeffreys’ prior are in some cases fiducial intervals (Krishnamoorthy and Lee, 2010). A weighted Monte Carlo method is used for the probability matching prior. The power and size of the test, using Bayesian methods, is compared to tests used by Krishnamoorthy and Thomson (2004). The Jeffreys’, probability matching and two other priors are used.

Suggested Citation

  • Lizanne Raubenheimer & Abrie Van der Merwe, 2014. "Bayesian Estimation for Linear Functions of Poisson Rates," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 43(19), pages 4025-4045, October.
  • Handle: RePEc:taf:lstaxx:v:43:y:2014:i:19:p:4025-4045
    DOI: 10.1080/03610926.2012.712191
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/03610926.2012.712191
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/03610926.2012.712191?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:lstaxx:v:43:y:2014:i:19:p:4025-4045. 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/lsta .

    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.