Michels, R., Langrock, R. (2025)
"Nonparametric estimation of bivariate hidden Markov models using tensor-product B-splines"
Statistical Modelling, in press
Michels, R., Ötting, M., Karlis, D. (2025)
"Extending the Dixon and Coles model: an application to women's football data"
Journal of the Royal Statistical Society Series C: Applied Statistics, 74(1), 167-186
Oelschläger, L., Adam, T., Michels, R. (2024)
"fHMM: hidden Markov models for financial time series in R"
Journal of Statistical Software: 109(9), 1–25
Michels, R., Koslik, J.-O. (2024)
"On the combination of data smoothing and Markov-switching models"
Journal of the Royal Statistical Society – Series C: 73(3), 557-560
Bajons, R., Koslik, J.-O., Michels, R., Ötting, M. (2024)
"PEP: a tackle value measuring the prevention of expected points"
arXiv:2407.08508
Karlis, D., Michels, R., Ötting, M. (2024)
"Modelling handball outcomes using univariate and bivariate approaches"
arXiv:2404.04213
Koslik, J.-O., Feldmann, C.C., Mews, S., Michels, R., Langrock, R. (2023)
"Inference on the state process of periodically inhomogeneous hidden Markov models for animal behaviour"
arXiv:2312.14583