Evaluating Throwing Ability in Baseball
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Evaluating Throwing Ability in Baseball
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| Id. |
25661253 |
| Titulo |
Evaluating Throwing Ability in Baseball |
| Autor(es) |
Carruth, Matthew
Jensen, Shane T.
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| Localización |
http://arxiv.org/abs/0705.3257
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| Versión |
1.0 |
| Estado |
Final
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| Descripción |
We present a quantitative analysis of throwing ability for major league
outfielders and catchers. We use detailed game event data to tabulate success
and failure events in outfielder and catcher throwing opportunities. We
attribute a run contribution to each success or failure which are tabulated for
each player in each season. We use four seasons of data to estimate the overall
throwing ability of each player using a Bayesian hierarchical model. This model
allows us to shrink individual player estimates towards an overall population
mean depending on the number of opportunities for each player. We use the
posterior distribution of player abilities from this model to identify players
with significant positive and negative throwing contributions.
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| Palabras clave |
Statistics - Applications
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| Tipo de recurso |
Texto Narrativo
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| Tipo de Interactividad |
Expositivo
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| Nivel de Interactividad |
muy bajo
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| Audiencia |
Estudiante
Profesor
Autor
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| Estructura |
Atomic |
| Coste |
no
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| Copyright |
sí
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| Requerimientos técnicos |
Browser: Any
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| Fecha de contribución |
26-jun-2007 |
| Contacto |
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