Soccer: Is scoring goals a predictable Poissonian process?

(Fußball: Ist das Torresultat ein vorhersehbarer Poisson-Prozess?)

The non-scientific event of a soccer match is analysed on a strictly scientific level. The analysis is based on the recently introduced concept of a team fitness (Eur. Phys. J. B, 67 (2009) 445) and requires the use of finite-size scaling. A uniquely defined function is derived which quantitatively predicts the expected average outcome of a soccer match in terms of the fitness of both teams. It is checked whether temporary fitness fluctuations of a team hamper the predictability of a soccer match. To a very good approximation scoring goals during a match can be characterized as independent Poissonian processes with pre-determined expectation values. Minor correlations give rise to an increase of the number of draws. The non-Poissonian overall goal distribution is just a consequence of the fitness distribution among different teams. The limits of predictability of soccer matches are quantified. Our model-free classification of the underlying ingredients determining the outcome of soccer matches can be generalized to different types of sports events.
© Copyright 2010 Europhysics Letters. EDP Sciences ; Institute of Physics Publishing (IOP). Alle Rechte vorbehalten.

Bibliographische Detailangaben
Schlagworte:
Notationen:Spielsportarten Naturwissenschaften und Technik
Veröffentlicht in:Europhysics Letters
Sprache:Englisch
Veröffentlicht: 2010
Online-Zugang:http://doi.org/10.1209/0295-5075/89/38007
Jahrgang:89
Heft:3
Seiten:38007
Dokumentenarten:Artikel
Level:hoch