no code implementations • 14 Dec 2021 • Aline Normoyle, Shane T. Jensen
We develop a hierarchical Bayesian regression approach for the online multiplayer game Battlefield 3 where performance is modeled as a function of the roles, game type, and map taken on by that player in each of their matches.
no code implementations • 18 Nov 2017 • José Marcio Luna, Eric Eaton, Lyle H. Ungar, Eric Diffenderfer, Shane T. Jensen, Efstathios D. Gennatas, Mateo Wirth, Charles B. Simone II, Timothy D. Solberg, Gilmer Valdes
Additive models, such as produced by gradient boosting, and full interaction models, such as classification and regression trees (CART), are widely used algorithms that have been investigated largely in isolation.
1 code implementation • 26 Dec 2013 • Benjamin S. Baumer, Shane T. Jensen, Gregory J. Matthews
Within baseball analytics, there is substantial interest in comprehensive statistics intended to capture overall player performance.
Applications 62P99
no code implementations • NeurIPS 2008 • Alexander Braunstein, Zhi Wei, Shane T. Jensen, Jon D. Mcauliffe
Statistical evolutionary models provide an important mechanism for describing and understanding the escape response of a viral population under a particular therapy.