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Defining the Style of Play in the NHL: An Application of Cluster Analysis

Author

Listed:
  • Vincent Claude B

    (Laurentian University)

  • Eastman Byron

    (Laurentian University)

Abstract

The placing of NHL players into categories such as stars, average journeyman forwards, defensive forward, etc., is a popular pastime of fans and professional sports commentators. This is usually done in an ad hoc manner, sometimes contentiously, and without reference to any detailed analysis of empirical data. This paper structures the debate and provides a statistical basis for such categorization. This is achieved through an application of cluster analysis to formally allocate players to these categories. Using variables from the earnings determination literature, we are able to define the style of play of both forwards and defensemen. In addition, there appears to be a link to external outcome measures.

Suggested Citation

  • Vincent Claude B & Eastman Byron, 2009. "Defining the Style of Play in the NHL: An Application of Cluster Analysis," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 5(1), pages 1-23, January.
    • Handle: RePEc:bpj:jqsprt:v:5:y:2009:i:1:n:10
    DOI: 10.2202/1559-0410.1133
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    References listed on IDEAS

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    Cited by:

    1. Timothy C. Y. Chan & Justin A. Cho & David C. Novati, 2012. "Quantifying the Contribution of NHL Player Types to Team Performance," Interfaces, INFORMS, vol. 42(2), pages 131-145, April.

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