8 Publikationen

Alle markieren

[8]
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675
Adam, T.; Langrock, R.; Weiß, C. (2019): Nonparametric Inference in Hidden Markov Models for Time Series of Counts. In: Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. S. 135-140.
PUB
 
[7]
2019 | Konferenzbeitrag | PUB-ID: 2941674
Adam, T.; Langrock, R.; Kneib, T. (2019): Model-based Clustering of Time Series Data: a Flexible Approach using Nonparametric State-switching Quantile Regression Models. In: Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. S. 19-22.
PUB
 
[6]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Adam, T.; Griffiths, C. A.; Leos-Barajas, V.; Meese, E. N.; Lowe, C. G.; Blackwell, P. G.; Righton, D.; Langrock, R. (2019): Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models Methods in Ecology and Evolution,10:(9): 1536-1550.
PUB | DOI | WoS
 
[5]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
Adam, T.; Langrock, R.; Weiß, C. H. (2019): Penalized estimation of flexible hidden Markov models for time series of counts Metron,77:(2): 87-104.
PUB | DOI | WoS
 
[4]
2018 | Konferenzbeitrag | PUB-ID: 2933002
Adam, T.; Mayr, A.; Kneib, T.; Langrock, R. (2018): Statistical boosting for Markov-switching distributional regression models. In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. S. 30-35.
PUB
 
[3]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Langrock, R.; Adam, T.; Leos-Barajas, V.; Mews, S.; Miller, D. L.; Papastamatiou, Y. P. (2018): Spline-based nonparametric inference in general state-switching models Statistica Neerlandica,72:(3): 179-200.
PUB | DOI | Download (ext.) | WoS
 
[2]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894
Adam, T.; Leos-Barajas, V.; Langrock, R.; van Beest, F. (2017): Using hierarchical hidden Markov models for joint inference at multiple temporal scales. In: Marco Grzegorczyk; Giacomo Ceoldo (Hrsg.): Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Groningen: Univ. of Groningen.
PUB
 
[1]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Leos-Barajas, V.; Gangloff, E. J.; Adam, T.; Langrock, R.; van Beest, F. M.; Nabe-Nielsen, J.; 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:(3): 232–248.
PUB | DOI | WoS
 

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8 Publikationen

Alle markieren

[8]
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675
Adam, T.; Langrock, R.; Weiß, C. (2019): Nonparametric Inference in Hidden Markov Models for Time Series of Counts. In: Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. S. 135-140.
PUB
 
[7]
2019 | Konferenzbeitrag | PUB-ID: 2941674
Adam, T.; Langrock, R.; Kneib, T. (2019): Model-based Clustering of Time Series Data: a Flexible Approach using Nonparametric State-switching Quantile Regression Models. In: Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. S. 19-22.
PUB
 
[6]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Adam, T.; Griffiths, C. A.; Leos-Barajas, V.; Meese, E. N.; Lowe, C. G.; Blackwell, P. G.; Righton, D.; Langrock, R. (2019): Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models Methods in Ecology and Evolution,10:(9): 1536-1550.
PUB | DOI | WoS
 
[5]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
Adam, T.; Langrock, R.; Weiß, C. H. (2019): Penalized estimation of flexible hidden Markov models for time series of counts Metron,77:(2): 87-104.
PUB | DOI | WoS
 
[4]
2018 | Konferenzbeitrag | PUB-ID: 2933002
Adam, T.; Mayr, A.; Kneib, T.; Langrock, R. (2018): Statistical boosting for Markov-switching distributional regression models. In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. S. 30-35.
PUB
 
[3]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Langrock, R.; Adam, T.; Leos-Barajas, V.; Mews, S.; Miller, D. L.; Papastamatiou, Y. P. (2018): Spline-based nonparametric inference in general state-switching models Statistica Neerlandica,72:(3): 179-200.
PUB | DOI | Download (ext.) | WoS
 
[2]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894
Adam, T.; Leos-Barajas, V.; Langrock, R.; van Beest, F. (2017): Using hierarchical hidden Markov models for joint inference at multiple temporal scales. In: Marco Grzegorczyk; Giacomo Ceoldo (Hrsg.): Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Groningen: Univ. of Groningen.
PUB
 
[1]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Leos-Barajas, V.; Gangloff, E. J.; Adam, T.; Langrock, R.; van Beest, F. M.; Nabe-Nielsen, J.; 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:(3): 232–248.
PUB | DOI | WoS
 

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