8 Publikationen

Alle markieren

[8]
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675
Adam, Timo, Langrock, Roland, and Weiß, Christian. “Nonparametric Inference in Hidden Markov Models for Time Series of Counts”. Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. 2019. 135-140.
PUB
 
[7]
2019 | Konferenzbeitrag | PUB-ID: 2941674
Adam, Timo, Langrock, Roland, and Kneib, Thomas. “Model-based Clustering of Time Series Data: a Flexible Approach using Nonparametric State-switching Quantile Regression Models”. Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. 2019. 19-22.
PUB
 
[6]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Adam, Timo, Griffiths, Christopher A., Leos-Barajas, Vianey, Meese, Emily N., Lowe, Christopher G., Blackwell, Paul G., Righton, David, and Langrock, Roland. “Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models”. Methods in Ecology and Evolution 10.9 (2019): 1536-1550.
PUB | DOI | WoS
 
[5]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
Adam, Timo, Langrock, Roland, and Weiß, Christian H. “Penalized estimation of flexible hidden Markov models for time series of counts”. Metron 77.2 (2019): 87-104.
PUB | DOI | WoS
 
[4]
2018 | Konferenzbeitrag | PUB-ID: 2933002
Adam, Timo, Mayr, Andreas, Kneib, Thomas, and Langrock, Roland. “Statistical boosting for Markov-switching distributional regression models”. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 2018. 30-35.
PUB
 
[3]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Langrock, Roland, Adam, Timo, Leos-Barajas, Vianey, Mews, Sina, Miller, Dave L., and Papastamatiou, Yannis P. “Spline-based nonparametric inference in general state-switching models”. Statistica Neerlandica 72.3 (2018): 179-200.
PUB | DOI | Download (ext.) | WoS
 
[2]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894
Adam, Timo, Leos-Barajas, Vianey, Langrock, Roland, and van Beest, Floris. “Using hierarchical hidden Markov models for joint inference at multiple temporal scales”. Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Ed. Marco Grzegorczyk and Giacomo Ceoldo. Groningen: Univ. of Groningen, 2017.
PUB
 
[1]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Leos-Barajas, Vianey, Gangloff, Eric J., Adam, Timo, Langrock, Roland, van Beest, Floris M., Nabe-Nielsen, Jacob, and Morales, Juan M. “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 (2017): 232–248.
PUB | DOI | WoS
 

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8 Publikationen

Alle markieren

[8]
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675
Adam, Timo, Langrock, Roland, and Weiß, Christian. “Nonparametric Inference in Hidden Markov Models for Time Series of Counts”. Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. 2019. 135-140.
PUB
 
[7]
2019 | Konferenzbeitrag | PUB-ID: 2941674
Adam, Timo, Langrock, Roland, and Kneib, Thomas. “Model-based Clustering of Time Series Data: a Flexible Approach using Nonparametric State-switching Quantile Regression Models”. Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. 2019. 19-22.
PUB
 
[6]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Adam, Timo, Griffiths, Christopher A., Leos-Barajas, Vianey, Meese, Emily N., Lowe, Christopher G., Blackwell, Paul G., Righton, David, and Langrock, Roland. “Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models”. Methods in Ecology and Evolution 10.9 (2019): 1536-1550.
PUB | DOI | WoS
 
[5]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
Adam, Timo, Langrock, Roland, and Weiß, Christian H. “Penalized estimation of flexible hidden Markov models for time series of counts”. Metron 77.2 (2019): 87-104.
PUB | DOI | WoS
 
[4]
2018 | Konferenzbeitrag | PUB-ID: 2933002
Adam, Timo, Mayr, Andreas, Kneib, Thomas, and Langrock, Roland. “Statistical boosting for Markov-switching distributional regression models”. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 2018. 30-35.
PUB
 
[3]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Langrock, Roland, Adam, Timo, Leos-Barajas, Vianey, Mews, Sina, Miller, Dave L., and Papastamatiou, Yannis P. “Spline-based nonparametric inference in general state-switching models”. Statistica Neerlandica 72.3 (2018): 179-200.
PUB | DOI | Download (ext.) | WoS
 
[2]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894
Adam, Timo, Leos-Barajas, Vianey, Langrock, Roland, and van Beest, Floris. “Using hierarchical hidden Markov models for joint inference at multiple temporal scales”. Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Ed. Marco Grzegorczyk and Giacomo Ceoldo. Groningen: Univ. of Groningen, 2017.
PUB
 
[1]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Leos-Barajas, Vianey, Gangloff, Eric J., Adam, Timo, Langrock, Roland, van Beest, Floris M., Nabe-Nielsen, Jacob, and Morales, Juan M. “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 (2017): 232–248.
PUB | DOI | WoS
 

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Zitationsstil: mla

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