Jennifer Pohle
Jennifer Pohle
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Selecting the number of states in hidden Markov models: pragmatic solutions illustrated using animal movement
J Pohle, R Langrock, FM van Beest, NM Schmidt
Journal of Agricultural, Biological and Environmental Statistics 22 (3), 270-293, 2017
An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore
LT Beumer, J Pohle, NM Schmidt, M Chimienti, JP Desforges, LH Hansen, ...
Movement ecology 8, 1-16, 2020
Sex-specific variation in the use of vertical habitat by a resident Antarctic top predator
T Photopoulou, K Heerah, J Pohle, L Boehme
Proceedings of the Royal Society B 287 (1937), 20201447, 2020
A primer on coupled state-switching models for multiple interacting time series
J Pohle, R Langrock, M Schaar, R King, FH Jensen
Statistical Modelling 21 (3), 264-285, 2021
Coupled Markov-switching regression: inference and a case study using electronic health record data
J Pohle, R King, M van der Schaar, R Langrock
Proceedings of the 33rd International Workshop on Statistical Modelling 1 …, 2018
Flexible estimation of the state dwell-time distribution in hidden semi-Markov models
J Pohle, T Adam, LT Beumer
arXiv preprint arXiv:2101.09197, 2021
Modeling interactions between individuals using coupled hidden Markov models
JM Pohle, M Ötting, FH Jensen, R Langrock
Proceedings of the 34th International Workshop on Statistical Modelling …, 2019
State architectures in hidden Markov models
J Pohle
Ulmer Informatik-Berichte, 8, 2018
Pragmatic order selection in hidden Markov models
JM Pohle, R Langrock
Proceedings of the 32nd IWSM Vol. 1, 2017
Supplementary Material S2: Within-dive analyses of hunting segments
T Photopoulou, K Heerah, J Pohle, L Boehme
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