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, 270-293, 2017 | 286 | 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 | 38 | 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 | 18 | 2020 |
The relationship between early childhood teachers' instructional quality and children's mathematics development L Pohle, G Hosoya, J Pohle, L Jenssen Learning and Instruction 82, 101636, 2022 | 16 | 2022 |
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 | 15 | 2021 |
How to account for behavioral states in step-selection analysis: a model comparison J Pohle, J Signer, JA Eccard, M Dammhahn, UE Schlägel PeerJ 12, e16509, 2024 | 8 | 2024 |
Flexible estimation of the state dwell-time distribution in hidden semi-Markov models J Pohle, T Adam, LT Beumer Computational Statistics & Data Analysis 172, 107479, 2022 | 6 | 2022 |
Accounting for behaviour in fine‐scale habitat selection: A case study highlighting methodological intricacies LT Beumer, NM Schmidt, J Pohle, J Signer, M Chimienti, JP Desforges, ... Journal of Animal Ecology 92 (10), 1937-1953, 2023 | 4 | 2023 |
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 | 1 | 2018 |
Flexible movement kernel estimation in habitat selection analyses with generalized additive models J Pohle, F Jeltsch, M Roeleke, B Reineking, N Klappstein, U Schlägel | | 2024 |
Flexible movement kernel estimation in habitat selection analyses with generalized additive models R Arce Guillen, J Pohle, F Jeltsch, M Roeleke, B Reineking, N Klappstein, ... bioRxiv, 2024.06. 27.600970, 2024 | | 2024 |
Inferring the unobservable-identifying state architectures in hidden Markov models JM Pohle | | 2022 |
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 | | 2019 |
State architectures in hidden Markov models J Pohle Ulmer Informatik-Berichte, 8, 2018 | | 2018 |
Pragmatic order selection in hidden Markov models JM Pohle, R Langrock Proceedings of the 32nd IWSM Vol. 1, 2017 | | 2017 |
Supplementary Material for:“How to account for behavioral states in step selection analysis: a model comparison” J Pohle, J Signer, JA Eccard, M Dammhahn, UE Schlägel | | |
Inferring the unobservable J Pohle | | |
Supplementary Material S2: Within-dive analyses of hunting segments T Photopoulou, K Heerah, J Pohle, L Boehme | | |