25 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2990082
Markov-switching decision treesPUB | PDF | DOI | WoS
Adam T, Ötting M, Michels R (2024)
AStA Advances in Statistical Analysis 108(2): 461–476. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982750Hidden Markov models: pitfalls and opportunities in ecologyPUB | DOI
Glennie R, Adam T, Leos‐Barajas V, Michelot T, Photopoulou T, McClintock BT (2023)
Methods in Ecology and Evolution 14(1): 43-56. -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982760State-switching decision treesPUB
Adam T, Ötting M, Michels R (2023)
In: Proceedings of the 37th International Workshop on Statistical Modelling. Part II. Bergherr E, Groll A, Mayr A (Eds); Dortmund: TU Dortmund: 321-325. -
2022 | Blogbeitrag | Veröffentlicht | PUB-ID: 2982761Hidden Markov models have pitfalls…PUB | Download (ext.)
Adam T (2022)
Methods Blog: the Latest Methods in Ecology and Evolution. -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982759State-switching varying-coefficient stochastic differential equationsPUB
Adam T, Glennie R, Michelot T (2022)
In: Proceedings of the 36th International Workshop on Statistical Modelling. Part II. Torelli N, Bellio R, Muggeo V (Eds); Edizioni Università di Trieste: 53-57. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961460Big-data approaches lead to an increased understanding of the ecology of animal movementPUB | DOI | WoS | PubMed | Europe PMC
Nathan R, Monk CT, Arlinghaus R, Adam T, Alos J, Assaf M, Baktoft H, Beardsworth CE, Bertram MG, Bijleveld AI, Brodin T, et al. (2022)
Science 375(6582): eabg1780. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963807Flexible estimation of the state dwell-time distribution in hidden semi-Markov modelsPUB | DOI | WoS
Pohle JM, Adam T, Beumer LT (2022)
Computational Statistics & Data Analysis 172: 107479. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962700Gradient boosting in Markov-switching generalized additive models for location, scale, and shapePUB | DOI | WoS
Adam T, Mayr A, Kneib T (2022)
Econometrics and Statistics 22: 3-16. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071
Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pupsPUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint
Nagel R, Mews S, Adam T, Stainfield C, Fox-Clarke C, Toscani C, Langrock R, Forcada J, Hoffman J (2021)
Scientific reports 11(1): 14323. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982762Diving deeper into the underlying white shark behaviors at Guadalupe Island, MexicoPUB | DOI
Aquino‐Baleytó M, Leos‐Barajas V, Adam T, Hoyos‐Padilla M, Santana‐Morales O, Galván‐Magaña F, González‐Armas R, Lowe CG, Ketchum JT, Villalobos H (2021)
Ecology and Evolution 11(21): 14932-14949. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982757A role for lakes in revealing the nature of animal movement using high dimensional telemetry systemsPUB | DOI | WoS | PubMed | Europe PMC
Lennox RJ, Westrelin S, Souza AT, Šmejkal M, Říha M, Prchalová M, Nathan R, Koeck B, Killen S, Jarić I, Gjelland K, et al. (2021)
Movement Ecology 9(1): 40. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957037Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov modelsPUB | DOI | WoS
Oelschläger L, Adam T (2021)
Statistical Modelling 23(2): 107-126. -
2021 | Wissenschaftliche Software | PUB-ID: 2982764fHMM: fitting hidden Markov models to financial data (R package)PUB
Oelschläger L, Adam T, Michels R (2021)
CRAN. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982766Hidden Markov models for multi-scale time series: an application to stock market dataPUB
Adam T, Oelschläger L (2020)
In: Proceedings of the 35th International Workshop on Statistical Modelling. Part I. Irigoien I, Lee D-J, Martínez-Minaya J, Rodríguez-Álvarez MX (Eds); Bilbao: Universidad del País Vasco: 2-7. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763Flexible estimation of the state dwell-time distribution in hidden semi-Markov modelsPUB
Pohle JM, Adam T, Langrock R, Beumer L (2020)
In: Proceedings of the 35th International Workshop on Statistical Modelling. Part I. Irigoien I, Lee D-J, Martínez-Minaya J, Rodríguez-Álvarez MX (Eds); Bilbao: Universidad del País Vasco: 189-193. -
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2019 | Wissenschaftliche Software | PUB-ID: 2982765countHMM: penalized estimation of flexible hidden Markov models for time series of counts (R package)PUB
Adam T (2019)
CRAN. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675Non-parametric inference in hidden Markov models for time series of countsPUB
Adam T, Langrock R, Weiß C (2019)
In: Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. 135-140. -
2019 | Konferenzbeitrag | PUB-ID: 2941674Model-based clustering of time series data: a flexible approach using non-parametric state-switching quantile regression modelsPUB
Adam T, Langrock R, Kneib T (2019)
In: Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. 19-22. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov modelsPUB | DOI | WoS
Adam T, Griffiths CA, Leos-Barajas V, Meese EN, Lowe CG, Blackwell PG, Righton D, Langrock R (2019)
Methods in Ecology and Evolution 10(9): 1536-1550. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764Penalized estimation of flexible hidden Markov models for time series of countsPUB | DOI | WoS
Adam T, Langrock R, Weiß CH (2019)
Metron 77(2): 87-104. -
2018 | Konferenzbeitrag | PUB-ID: 2933002Statistical boosting for Markov-switching distributional regression modelsPUB
Adam T, Mayr A, Kneib T, Langrock R (2018)
In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 30-35. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816Spline-based nonparametric inference in general state-switching modelsPUB | DOI | Download (ext.) | WoS
Langrock R, Adam T, Leos-Barajas V, Mews S, Miller DL, Papastamatiou YP (2018)
Statistica Neerlandica 72(3): 179-200. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structuresPUB | DOI | WoS
Leos-Barajas V, Gangloff EJ, Adam T, Langrock R, van Beest FM, Nabe-Nielsen J, Morales JM (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 232–248. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894Using hierarchical hidden Markov models for joint inference at multiple temporal scalesPUB
Adam T, Leos-Barajas V, Langrock R, van Beest F (2017)
In: Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Grzegorczyk M, Ceoldo G (Eds); Groningen: Univ. of Groningen.