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Free throws 1 Hot hand 1 Irregularly sampled data 1 Ornstein-Uhlenbeck process 1 Sports analytics 1 State-space model 1
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Mews, Sina 1 Ötting, Marius 1
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AStA Advances in Statistical Analysis 1
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EconStor 1
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Continuous-time state-space modelling of the hot hand in basketball
Mews, Sina; Ötting, Marius - In: AStA Advances in Statistical Analysis 107 (2021) 1-2, pp. 313-326
We investigate the hot hand phenomenon using data on 110,513 free throws taken in the National Basketball Association. As free throws occur at unevenly spaced time points within a game, we consider a state-space model formulated in continuous time to investigate serial dependence in players’...
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