Timo Adam

timo.adam@uni-bielefeld.de
PEVZ-ID
78829300

24 Publikationen

Alle markieren

  • [24]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982750
    R. Glennie, T. Adam, V. Leos‐Barajas, T. Michelot, T. Photopoulou, and B. T. McClintock, “Hidden Markov models: pitfalls and opportunities in ecology”, Methods in Ecology and Evolution, 2023, 14, 43-56.
    PUB | DOI
     
  • [23]
    2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982760
    T. Adam, M. Ötting, and R. Michels, in Proceedings of the 37th International Workshop on Statistical Modelling. Part II (Eds.: E. Bergherr, A. Groll, A. Mayr), Tu Dortmund, Dortmund, 2023, p. 321-325.
    PUB
     
  • [22]
    2022 | Blogbeitrag | Veröffentlicht | PUB-ID: 2982761
    T. Adam, “Hidden Markov models have pitfalls…”, Methods Blog: the Latest Methods in Ecology and Evolution, 2022.
    PUB | Download (ext.)
     
  • [21]
    2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982759
    T. Adam, R. Glennie, and T. Michelot, in Proceedings of the 36th International Workshop on Statistical Modelling. Part II (Eds.: N. Torelli, R. Bellio, V. Muggeo), Edizioni Università Di Trieste, 2022, p. 53-57.
    PUB
     
  • [20]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961460
    R. Nathan, C. T. Monk, R. Arlinghaus, T. Adam, J. Alos, M. Assaf, H. Baktoft, C. E. Beardsworth, M. G. Bertram, A. I. Bijleveld, et al., “Big-data approaches lead to an increased understanding of the ecology of animal movement”, Science, 2022, 375, : eabg1780.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [19]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963807
    J. M. Pohle, T. Adam, and L. T. Beumer, “Flexible estimation of the state dwell-time distribution in hidden semi-Markov models”, Computational Statistics & Data Analysis , 2022, 172, : 107479.
    PUB | DOI | WoS
     
  • [18]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962700
    T. Adam, A. Mayr, and T. Kneib, “Gradient boosting in Markov-switching generalized additive models for location, scale, and shape”, Econometrics and Statistics , 2022, 22, 3-16.
    PUB | DOI | WoS
     
  • [17]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071 OA
    R. Nagel, S. Mews, T. Adam, C. Stainfield, C. Fox-Clarke, C. Toscani, R. Langrock, J. Forcada, and J. Hoffman, “Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups”, Scientific reports, 2021, 11, : 14323.
    PUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint
     
  • [16]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982762
    M. Aquino‐Baleytó, V. Leos‐Barajas, T. Adam, M. Hoyos‐Padilla, O. Santana‐Morales, F. Galván‐Magaña, R. González‐Armas, C. G. Lowe, J. T. Ketchum, and H. Villalobos, “Diving deeper into the underlying white shark behaviors at Guadalupe Island, Mexico”, Ecology and Evolution, 2021, 11, 14932-14949.
    PUB | DOI
     
  • [15]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982757
    R. J. Lennox, S. Westrelin, A. T. Souza, M. Šmejkal, M. Říha, M. Prchalová, R. Nathan, B. Koeck, S. Killen, I. Jarić, et al., “A role for lakes in revealing the nature of animal movement using high dimensional telemetry systems”, Movement Ecology, 2021, 9, : 40.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [14]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957037
    L. Oelschläger, and T. Adam, “Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov models”, Statistical Modelling, 2021, 23, 107-126.
    PUB | DOI | WoS
     
  • [13]
    2021 | Wissenschaftliche Software | PUB-ID: 2982764
    L. Oelschläger, T. Adam, and R. Michels, fHMM: fitting hidden Markov models to financial data (R package), Cran, 2021.
    PUB
     
  • [12]
    2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982766
    T. Adam, and L. Oelschläger, in Proceedings of the 35th International Workshop on Statistical Modelling. Part I (Eds.: I. Irigoien, D.-J. Lee, J. Martínez-Minaya, M.X. Rodríguez-Álvarez), Universidad Del País Vasco, Bilbao, 2020, p. 2-7.
    PUB
     
  • [11]
    2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763
    J. M. Pohle, T. Adam, R. Langrock, and L. Beumer, in Proceedings of the 35th International Workshop on Statistical Modelling. Part I (Eds.: I. Irigoien, D.-J. Lee, J. Martínez-Minaya, M.X. Rodríguez-Álvarez), Universidad Del País Vasco, Bilbao, 2020, p. 189-193.
    PUB
     
  • [10]
    2020 | Bielefelder E-Dissertation | PUB-ID: 2949182 OA
    T. Adam, On some flexible extensions of hidden Markov models, Universität Bielefeld, Bielefeld, 2020.
    PUB | PDF | DOI
     
  • [9]
    2019 | Wissenschaftliche Software | PUB-ID: 2982765
    T. Adam, countHMM: penalized estimation of flexible hidden Markov models for time series of counts (R package), Cran, 2019.
    PUB
     
  • [8]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675
    T. Adam, R. Langrock, and C. Weiß, in Proceedings of the 34th International Workshop on Statistical Modelling, Volume I, 2019, p. 135-140.
    PUB
     
  • [7]
    2019 | Konferenzbeitrag | PUB-ID: 2941674
    T. Adam, R. Langrock, and T. Kneib, in Proceedings of the 12th Scientific Meeting on Classification and Data Analysis, 2019, p. 19-22.
    PUB
     
  • [6]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
    T. Adam, C. A. Griffiths, V. Leos-Barajas, E. N. Meese, C. G. Lowe, P. G. Blackwell, D. Righton, and R. Langrock, “Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models”, Methods in Ecology and Evolution, 2019, 10, 1536-1550.
    PUB | DOI | WoS
     
  • [5]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
    T. Adam, R. Langrock, and C. H. Weiß, “Penalized estimation of flexible hidden Markov models for time series of counts”, Metron, 2019, 77, 87-104.
    PUB | DOI | WoS
     
  • [4]
    2018 | Konferenzbeitrag | PUB-ID: 2933002
    T. Adam, A. Mayr, T. Kneib, and R. Langrock, in Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1, 2018, p. 30-35.
    PUB
     
  • [3]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
    R. Langrock, T. Adam, V. Leos-Barajas, S. Mews, D. L. Miller, and Y. P. Papastamatiou, “Spline-based nonparametric inference in general state-switching models”, Statistica Neerlandica, 2018, 72, 179-200.
    PUB | DOI | Download (ext.) | WoS
     
  • [2]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
    V. Leos-Barajas, E. J. Gangloff, T. Adam, R. Langrock, F. M. van Beest, J. Nabe-Nielsen, and J. M. Morales, “Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structures”, Journal of Agricultural, Biological and Environmental Statistics, 2017, 22, 232–248.
    PUB | DOI | WoS
     
  • [1]
    2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894
    T. Adam, V. Leos-Barajas, R. Langrock, and F. van Beest, in Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017 (Eds.: M. Grzegorczyk, G. Ceoldo), Univ. Of Groningen, Groningen, 2017.
    PUB
     
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