Publications

Click here for my Google Scholar.

Peer-reviewed papers

• 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. (2024)
  “Efficient smoothness selection for nonparametric Markov-switching models via quasi restricted maximum likelihood”
  arXiv preprint, arXiv:2411.11498
• Bachons, R., Koslik, J.-O., Michels, R., Ötting, M. (2024)
  “PEP: a tackle value measuring the prevention of expected points”
  arXiv preprint, arXiv:2407.08508
• 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. (2024)
  “Hidden semi-Markov models with inhomogeneous state dwell-time distributions”
  arXiv preprint, arXiv:2405.13553
• 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
• Dyck, J., Koslik, J.-O., Sauzet, O. (2023)
  “EgoCor: an R package to fit exponential semi-variograms to model the local spatial correlation structure of health outcomes”
  arXiv preprint, arXiv:2309.12979