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. 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. 19-22.
PUB
 
[6]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Adam T, Griffiths CA, Leos-Barajas V, Meese EN, Lowe CG, Blackwell PG, 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 CH (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. 30-35.
PUB
 
[3]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Langrock R, Adam T, Leos-Barajas V, Mews S, Miller DL, Papastamatiou YP (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: 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.
PUB
 
[1]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Leos-Barajas V, Gangloff EJ, Adam T, Langrock R, van Beest FM, Nabe-Nielsen J, Morales JM (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. 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. 19-22.
PUB
 
[6]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Adam T, Griffiths CA, Leos-Barajas V, Meese EN, Lowe CG, Blackwell PG, 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 CH (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. 30-35.
PUB
 
[3]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Langrock R, Adam T, Leos-Barajas V, Mews S, Miller DL, Papastamatiou YP (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: 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.
PUB
 
[1]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Leos-Barajas V, Gangloff EJ, Adam T, Langrock R, van Beest FM, Nabe-Nielsen J, Morales JM (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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Zitationsstil: bio1

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