26 Publikationen
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982760Adam, T., Ötting, M., and Michels, R. (2023). “State-switching decision trees” in Proceedings of the 37th International Workshop on Statistical Modelling. Part II, Bergherr, E., Groll, A., and Mayr, A. eds. (Dortmund: TU Dortmund), 321-325.PUB
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2022 | Blogbeitrag | Veröffentlicht | PUB-ID: 2982761Adam, T. (2022). Hidden Markov models have pitfalls…. Methods Blog: the Latest Methods in Ecology and Evolution.PUB | Download (ext.)
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2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982759Adam, T., Glennie, R., and Michelot, T. (2022). “State-switching varying-coefficient stochastic differential equations” in Proceedings of the 36th International Workshop on Statistical Modelling. Part II, Torelli, N., Bellio, R., and Muggeo, V. eds. (Edizioni Università di Trieste), 53-57.PUB
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961460Nathan, R., Monk, C. T., Arlinghaus, R., Adam, T., Alos, J., Assaf, M., Baktoft, H., Beardsworth, C. E., Bertram, M. G., Bijleveld, A. I., et al. (2022). Big-data approaches lead to an increased understanding of the ecology of animal movement. Science 375:eabg1780.PUB | DOI | WoS | PubMed | Europe PMC
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071
Nagel, R., Mews, S., Adam, T., Stainfield, C., Fox-Clarke, C., Toscani, C., Langrock, R., Forcada, J., and Hoffman, J. (2021). Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups. Scientific reports 11:14323.PUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982762Aquino‐Baleytó, M., Leos‐Barajas, V., Adam, T., Hoyos‐Padilla, M., Santana‐Morales, O., Galván‐Magaña, F., González‐Armas, R., Lowe, C. G., Ketchum, J. T., and Villalobos, H. (2021). Diving deeper into the underlying white shark behaviors at Guadalupe Island, Mexico. Ecology and Evolution 11, 14932-14949.PUB | DOI
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982757Lennox, R. J., Westrelin, S., Souza, A. T., Šmejkal, M., Říha, M., Prchalová, M., Nathan, R., Koeck, B., Killen, S., Jarić, I., et al. (2021). A role for lakes in revealing the nature of animal movement using high dimensional telemetry systems. Movement Ecology 9:40.PUB | DOI | WoS | PubMed | Europe PMC
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2021 | Wissenschaftliche Software | PUB-ID: 2982764Oelschläger, L., Adam, T., and Michels, R. (2021). fHMM: fitting hidden Markov models to financial data (R package). CRAN.PUB
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982766Adam, T., and Oelschläger, L. (2020). “Hidden Markov models for multi-scale time series: an application to stock market data” in Proceedings of the 35th International Workshop on Statistical Modelling. Part I, Irigoien, I., Lee, D. - J., Martínez-Minaya, J., and Rodríguez-Álvarez, M. X. eds. (Bilbao: Universidad del País Vasco), 2-7.PUB
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2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763Pohle, J. M., Adam, T., Langrock, R., and Beumer, L. (2020). “Flexible estimation of the state dwell-time distribution in hidden semi-Markov models” in Proceedings of the 35th International Workshop on Statistical Modelling. Part I, Irigoien, I., Lee, D. - J., Martínez-Minaya, J., and Rodríguez-Álvarez, M. X. eds. (Bilbao: Universidad del País Vasco), 189-193.PUB
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2019 | Wissenschaftliche Software | PUB-ID: 2982765Adam, T. (2019). countHMM: penalized estimation of flexible hidden Markov models for time series of counts (R package). CRAN.PUB
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675Adam, T., Langrock, R., and Weiß, C. (2019). “Non-parametric inference in hidden Markov models for time series of counts” in Proceedings of the 34th International Workshop on Statistical Modelling, Volume I 135-140.PUB
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2019 | Konferenzbeitrag | PUB-ID: 2941674Adam, T., Langrock, R., and Kneib, T. (2019). “Model-based clustering of time series data: a flexible approach using non-parametric state-switching quantile regression models” in Proceedings of the 12th Scientific Meeting on Classification and Data Analysis 19-22.PUB
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689Adam, T., Griffiths, C. A., Leos-Barajas, V., Meese, E. N., Lowe, C. G., Blackwell, P. G., Righton, D., and Langrock, R. (2019). Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models. Methods in Ecology and Evolution 10, 1536-1550.PUB | DOI | WoS
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2018 | Konferenzbeitrag | PUB-ID: 2933002Adam, T., Mayr, A., Kneib, T., and Langrock, R. (2018). “Statistical boosting for Markov-switching distributional regression models” in Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1 30-35.PUB
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816Langrock, R., Adam, T., Leos-Barajas, V., Mews, S., Miller, D. L., and Papastamatiou, Y. P. (2018). Spline-based nonparametric inference in general state-switching models. Statistica Neerlandica 72, 179-200.PUB | DOI | Download (ext.) | WoS
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528Leos-Barajas, V., Gangloff, E. J., Adam, T., Langrock, R., van Beest, F. M., Nabe-Nielsen, J., and Morales, J. M. (2017). Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structures. Journal of Agricultural, Biological and Environmental Statistics 22, 232–248.PUB | DOI | WoS
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894Adam, T., Leos-Barajas, V., Langrock, R., and van Beest, F. (2017). “Using hierarchical hidden Markov models for joint inference at multiple temporal scales” in Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017, Grzegorczyk, M., and Ceoldo, G. eds. (Groningen: Univ. of Groningen).PUB