This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.

Abstract Details

Activity Number: 195
Type: Contributed
Date/Time: Monday, August 2, 2010 : 10:30 AM to 12:20 PM
Sponsor: Section on Statistics in Sports
Abstract - #309298
Title: Analysis of NHL Shot Location Data
Author(s): Michael Schuckers*+
Companies: St. Lawrence University
Address: , Canton, NY, 13617,
Keywords: hockey ; spatial prediction ; shot ; goals ; probabilies
Abstract:

In this poster, we consider all of the shots recorded by the National Hockey League (NHL) during the 2008-09 regular season. Developing a spatial model for probability of a goal given a shots location we compare both goalies and shooters. In particular, we compare the shooting probabilities by shot location for some of the NHL's top scorers including Alex Ovechkin and Sidney Crosby. Finally, we also create a spatial prediction model for each type of shot e.g. slap shot or wrist shot.


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