Continuous-time state-space modelling of the hot hand in basketball

DOI10.1007/s10182-021-00410-yarXiv2011.04384OpenAlexW3174597047MaRDI QIDQ6107424

Marius Ötting, Sina Mews

Publication date: 3 July 2023

Published in: AStA. Advances in Statistical Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2011.04384

zbMATH Keywords

Ornstein-Uhlenbeck processstate-space modelhot handirregularly sampled datasports analyticsfree throws

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (2)

Editorial special issue: statistics in sports ⋮ Bettors' reaction to match dynamics: evidence from in-game betting

Cites Work

• Model selection in linear mixed models
• A Bayesian test for the hot hand phenomenon
• Selecting hidden Markov model state number with cross-validated likelihood
• Non-Gaussian State-Space Modeling of Nonstationary Time Series
• Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information Criterion
• Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers
• Hidden Markov Models for Time Series

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