145 citations · 359 across the 24 of their papers we have counts for
3 papers · 2 filters
Estimating Player Contribution in Hockey with Regularized Logistic Regression
Robert B. Gramacy, Matthew A. Taddy, Shane T. Jensen
We present a regularized logistic regression model for evaluating player contributions in hockey. The traditional metric for this purpose is the plus-minus statistic, which allocat…
Competing Process Hazard Function Models for Player Ratings in Ice Hockey
A. C. Thomas, Samuel L. Ventura, Shane Jensen +1
Evaluating the overall ability of players in the National Hockey League (NHL) is a difficult task. Existing methods such as the famous "plus/minus" statistic have many shortcomings…
A Hierarchical Dirichlet Process Model with Multiple Levels of Clustering for Human EEG Seizure Modeling
Drausin Wulsin, Shane Jensen, Brian Litt
Driven by the multi-level structure of human intracranial electroencephalogram (iEEG) recordings of epileptic seizures, we introduce a new variant of a hierarchical Dirichlet Proce…