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Robust rankings of multi-dimensional performances: An application to Tour de France racing cyclists

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Author Info
Laurens Cherchye ()
Frederic Vermeulen ()

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Abstract

There is a general interest in ranking performances (e.g., in sports or policy), which essentially implies aggregating several performance dimensions. The usual approach considers a 'cardinal' linear weighting of the different single-dimensional performance indicators. We present an alternative approach, which merely requires 'ordinal' information regarding the importance of the different performance dimensions. We argue that this approach is robust with respect to alternative specifications of the (possibly non-linear) underlying performance aggregation function. An application to Tour de France racing cyclists (in the period 1953-2004) illustrates the approach. We find that Eddy Merckx, Bernard Hinault and Lance Armstrong (robustly) dominate almost all other racing cyclists in our sample, while they do not dominate each other. A net-dominance metric ranks Bernard Hinault on the first place in our sample; Eddy Merckx and Lance Armstrong follow very closely ex-aequo on the second place.

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Publisher Info
Paper provided by Katholieke Universiteit Leuven, Centrum voor Economische Studiën, Working Group Public Economics in its series Public Economics Working Paper Series with number wptourf.

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Length: 17 pp.
Date of creation: 2004
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Publication status: Published (revised version) in Journal of Sports Economics
Handle: RePEc:wpe:papers:wptourf

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Michel Lubrano & Luc Bauwens & Alan Kirman & Camelia Protopopescu, 2003. "Ranking Economics Departments in Europe: A Statistical Approach," Journal of the European Economic Association, MIT Press, vol. 1(6), pages 1367-1401, December. [Downloadable!] (restricted)
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  2. Pantelis Kalaitzidakis & Theofanis P. Mamuneas & Thanasis Stengos, 2003. "Rankings of Academic Journals and Institutions in Economics," Journal of the European Economic Association, MIT Press, vol. 1(6), pages 1346-1366, December. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Jan Ours & Frederic Vermeulen, 2007. "Ranking Dutch Economists," De Economist, Springer, vol. 155(4), pages 469-487, December. [Downloadable!] (restricted)
    Other versions:
  2. Marco Diana & Tingting Song & Knut Wittkowski, 2009. "Studying travel-related individual assessments and desires by combining hierarchically structured ordinal variables," Transportation, Springer, vol. 36(2), pages 187-206, March. [Downloadable!] (restricted)
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