3 papers
stat.AP2024
PEP: a tackle value measuring the prevention of expected points
Robert Bajons, Jan-Ole Koslik, Rouven Michels +1
Traditional assessments of tackling in American Football often only consider the number of tackles made, without adequately accounting for their context and importance for the game…
stat.ME2024
Modelling handball outcomes using univariate and bivariate approaches
Dimitris Karlis, Rouven Michels, Marius Otting
Handball has received growing interest during the last years, including academic research for many different aspects of the sport. On the other hand modelling the outcome of the ga…
stat.ME2023
Nonparametric estimation of multivariate hidden Markov models using tensor-product B-splines
Rouven Michels, Roland Langrock
For multivariate time series driven by underlying states, hidden Markov models (HMMs) constitute a powerful framework which can be flexibly tailored to the situation at hand. Howev…