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

Listed author(s):
  • Vincent Claude B

    (Laurentian University)

  • Eastman Byron

    (Laurentian University)

Registered author(s):

    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.

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    File URL: https://www.degruyter.com/view/j/jqas.2009.5.1/jqas.2009.5.1.1133/jqas.2009.5.1.1133.xml?format=INT
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    Article provided by De Gruyter in its journal Journal of Quantitative Analysis in Sports.

    Volume (Year): 5 (2009)
    Issue (Month): 1 (January)
    Pages: 1-23

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    Handle: RePEc:bpj:jqsprt:v:5:y:2009:i:1:n:10
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    1. Edward W. Hill & John F. Brennan, 2000. "A Methodology for Identifying the Drivers of Industrial Clusters: The Foundation of Regional Competitive Advantage," Economic Development Quarterly, , vol. 14(1), pages 65-96, February.
    2. Glenn Milligan & Martha Cooper, 1988. "A study of standardization of variables in cluster analysis," Journal of Classification, Springer;The Classification Society, vol. 5(2), pages 181-204, September.
    3. Marc Lavoie, 2000. "The Location of Pay Discrimination in the National Hockey League," Journal of Sports Economics, , vol. 1(4), pages 401-411, November.
    4. Michael A. Curme & Greg M. Daugherty, 2004. "Competition and Pay for National Hockey League Players Born in Québec," Journal of Sports Economics, , vol. 5(2), pages 186-205, May.
    5. J. Jones & S. Nadeau & W. Walsh, 1997. "The wages of sin: Employment and salary effects of violence in the national hockey league," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 25(2), pages 191-206, June.
    6. Edward W. Hill & John F. Brennan & Harold L. Wolman, 1998. "What is a Central City in the United States? Applying a Statistical Technique for Developing Taxonomies," Urban Studies, Urban Studies Journal Limited, vol. 35(11), pages 1935-1969, November.
    7. J. Colin & H. Jones & Serge Nadeau & William Walsh, 1999. "Ethnicity, productivity and salary: player compensation and discrimination in the National Hockey League," Applied Economics, Taylor & Francis Journals, vol. 31(5), pages 593-608.
    8. Catherine Jackson, 2002. "Classifying Local Retail Property Markets on the Basis of Rental Growth Rates," Urban Studies, Urban Studies Journal Limited, vol. 39(8), pages 1417-1438, July.
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