Inferring the unobservable - identifying state architectures in hidden Markov models

Pohle JM. Inferring the unobservable - identifying state architectures in hidden Markov models. Bielefeld: Universität Bielefeld; 2022

Pragmatic order selection in hidden Markov models

Pohle JM, Langrock R. Pragmatic order selection in hidden Markov models. In: Proceedings of the 32nd IWSM Vol. 1. 2017

Modeling interactions between individuals using coupled hidden Markov models

Pohle JM, Ötting M, Jensen FH, Langrock R. Modeling interactions between individuals using coupled hidden Markov models. In: Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. 2019: 57-61

Coupled Markov-switching regression: inference and a case study using electronic health record data

Pohle JM, King R, van der Schaar M, Langrock R. Coupled Markov-switching regression: inference and a case study using electronic health record data. In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 2018: 242-246

Flexible estimation of the state dwell-time distribution in hidden semi-Markov models

Pohle JM, Adam T, Langrock R, Beumer L. Flexible estimation of the state dwell-time distribution in hidden semi-Markov models. In: Irigoien I, Lee D-J, Martínez-Minaya J, Rodríguez-Álvarez MX, eds. Proceedings of the 35th International Workshop on Statistical Modelling. Part I. Bilbao: Universidad del País Vasco; 2020: 189-193

An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore

Beumer LT, Pohle JM, Schmidt NM, et al. An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore. Movement Ecology. 2020;8(1): 25