JSM 2004 - Toronto

Abstract #300704

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Activity Number: 297
Type: Topic Contributed
Date/Time: Wednesday, August 11, 2004 : 8:30 AM to 10:20 AM
Sponsor: Section on Statistics in Sports
Abstract - #300704
Title: Streakiness in Team Performance
Author(s): James Albert*+
Companies: Bowling Green State University
Address: Dept. of Mathematics and Statistics, Bowling Green, OH, 43403,
Keywords: hot-hand ; baseball ; random-effects
Abstract:

In the 2002 baseball season, the Oakland Athletics had a 20-game winning streak that was one of the longest in baseball history. A standard p value calculation would suggest that this was indeed an unusual sports accomplishment. A random effects model is constructed for baseball competition and various streaky statistics are simulated from the predictive distribution from this model. Using this model, we see that streaks of length 20 or longer are possible and we should expect to see a streak similar to that of Oakland in every 25 years of baseball competition.


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