publication . Article . 2011

Estimating NHL Scoring Rates

Buttrey, Samuel E.; Washburn, Alan R.; Price, Wilson L.; Operations Research;
Open Access
  • Published: 01 Jan 2011
  • Publisher: Monterey, California: Naval Postgraduate School.
Abstract
The article of record as published may be located at http://dx.doi.org/10.2202/1559-0410.1334 We propose a model to estimate the rates at which NHL teams score and yield goals. In the model, goals occur as if from a Poisson process whose rate depends on the two teams playing, the home-ice advantage, and the manpower (power-play, short-handed) situation. Data on all the games from the 2008-2009 season was downloaded and processed into a form suitable for the analysis. The model seems to perform adequately in prediction and should be useful for handicapping and for informing the decision as to when to pull the goalie.
Subjects
free text keywords: Poisson process, hockey, GLM
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