IDEAS home Printed from https://ideas.repec.org/a/bpj/jqsprt/v3y2007i3n2.html
   My bibliography  Save this article

Evaluating Throwing Ability in Baseball

Author

Listed:
  • Carruth Matthew

    (School of Engineering and Applied Science, University of Pennsylvania)

  • Jensen Shane

    (Department of Statistics, The Wharton School, University of Pennsylvania)

Abstract

We present a quantitative analysis of throwing ability for major league outfielders and catchers. We use detailed game event data to tabulate success and failure events in outfielder and catcher throwing opportunities. We attribute a run contribution to each success or failure which is tabulated for each player in each season. We use four seasons of data to estimate the overall throwing ability of each player using a Bayesian hierarchical model. This model allows us to shrink individual player estimates towards an overall population mean depending on the number of opportunities for each player. We use the posterior distribution of player abilities from this model to identify players with significant positive and negative throwing contributions. Our results for both outfielders and catchers are publicly available.

Suggested Citation

  • Carruth Matthew & Jensen Shane, 2007. "Evaluating Throwing Ability in Baseball," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 3(3), pages 1-20, July.
  • Handle: RePEc:bpj:jqsprt:v:3:y:2007:i:3:n:2
    as

    Download full text from publisher

    File URL: https://www.degruyter.com/view/j/jqas.2007.3.3/jqas.2007.3.3.1079/jqas.2007.3.3.1079.xml?format=INT
    Download Restriction: For access to full text, subscription to the journal or payment for the individual article is required.

    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:bpj:jqsprt:v:3:y:2007:i:3:n:2. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Peter Golla). General contact details of provider: https://www.degruyter.com .

    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 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.

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.