2 citations · 4 across the 9 of their papers we have counts for
4 papers · 1 filter
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…
Inference on the state process of periodically inhomogeneous hidden Markov models for animal behavior
Jan-Ole Koslik, Carlina C. Feldmann, Sina Mews +2
Over the last decade, hidden Markov models (HMMs) have become increasingly popular in statistical ecology, where they constitute natural tools for studying animal behavior based on…
Extending the Dixon and Coles model: an application to women's football data
Rouven Michels, Marius Ötting, Dimitris Karlis
The prevalent model by Dixon and Coles (1997) extends the double Poisson model where two independent Poisson distributions model the number of goals scored by each team by moving p…
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…