Publications

Click here for my Google Scholar.

Peer-reviewed papers

• Bajons, R., Koslik, J. O., Michels, R., & Ötting, M. (2025)
  “PEP: a tackle value measuring the prevention of expected points”
  Journal of Quantitative Analysis in Sports, (0).
• Koslik, J.-O. (2025)
  “Hidden semi-Markov models with inhomogeneous state dwell-time distributions”
  Computational Statistics & Data Analysis, 108171.
• Dyck, J., Koslik, J.-O., Sauzet, O. (2025)
  “EgoCor: an R package to fit exponential semi-variograms to model the local spatial correlation structure of health outcomes”
  Journal of Open Research Software, 13, 1.
• Michels, R., Koslik, J.-O. (2024)
  “On the combination of data smoothing and Markov-switching models”
  Journal of the Royal Statistical Society – Series C: Applied Statistics, qlad110.

Preprints

• Koslik, J.-O. (2025)
  “Tensor-product interactions in Markov-switching models”
  arXiv preprint, arXiv:2507.01555
• Koslik, J.-O. (2024)
  “Efficient smoothness selection for nonparametric Markov-switching models via quasi restricted maximum likelihood”
  arXiv preprint, arXiv:2411.11498
• Mews, S., Koslik, J.-O., Langrock, R. (2024)
  “How to build your latent Markov model - the role of time and space”
  arXiv preprint, arXiv:2406.19157
• 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 preprint, arXiv:2312.14583