26 Publikationen
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2024 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2999960Movement in 3D: Novel Opportunities for Understanding Animal Behaviour and Space UsePUB | DOI | WoS
Lennox, Robert J., Movement in 3D: Novel Opportunities for Understanding Animal Behaviour and Space Use. Ethology (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2990082
Markov-switching decision treesPUB | PDF | DOI | WoS
Adam, Timo, Markov-switching decision trees. AStA Advances in Statistical Analysis 108 (2). , 2024 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982750Hidden Markov models: pitfalls and opportunities in ecologyPUB | DOI
Glennie, Richard, Hidden Markov models: pitfalls and opportunities in ecology. Methods in Ecology and Evolution 14 (1). , 2023 -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982760State-switching decision treesPUB
Adam, Timo, State-switching decision trees. Proceedings of the 37th International Workshop on Statistical Modelling. Part II (). Dortmund, 2023 -
2022 | Blogbeitrag | Veröffentlicht | PUB-ID: 2982761Hidden Markov models have pitfalls…PUB | Download (ext.)
Adam, Timo, Hidden Markov models have pitfalls…. Methods Blog: the Latest Methods in Ecology and Evolution (). , 2022 -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982759State-switching varying-coefficient stochastic differential equationsPUB
Adam, Timo, State-switching varying-coefficient stochastic differential equations. Proceedings of the 36th International Workshop on Statistical Modelling. Part II (). , 2022 -
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, Ran, Big-data approaches lead to an increased understanding of the ecology of animal movement. Science 375 (6582). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963807Flexible estimation of the state dwell-time distribution in hidden semi-Markov modelsPUB | DOI | WoS
Pohle, Jennifer Marie, Flexible estimation of the state dwell-time distribution in hidden semi-Markov models. Computational Statistics & Data Analysis 172 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962700Gradient boosting in Markov-switching generalized additive models for location, scale, and shapePUB | DOI | WoS
Adam, Timo, Gradient boosting in Markov-switching generalized additive models for location, scale, and shape. Econometrics and Statistics 22 (). , 2022 -
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, Rebecca, Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups. Scientific reports 11 (1). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982762Diving deeper into the underlying white shark behaviors at Guadalupe Island, MexicoPUB | DOI
Aquino‐Baleytó, Marc, Diving deeper into the underlying white shark behaviors at Guadalupe Island, Mexico. Ecology and Evolution 11 (21). , 2021 -
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, Robert J., A role for lakes in revealing the nature of animal movement using high dimensional telemetry systems. Movement Ecology 9 (1). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957037Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov modelsPUB | DOI | WoS
Oelschläger, Lennart, Detecting bearish and bullish markets in financial time series using hierarchical hidden Markov models. Statistical Modelling 23 (2). , 2021 -
2021 | Wissenschaftliche Software | PUB-ID: 2982764fHMM: fitting hidden Markov models to financial data (R package)PUB
Oelschläger, Lennart, fHMM: fitting hidden Markov models to financial data (R package). (). , 2021 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982766Hidden Markov models for multi-scale time series: an application to stock market dataPUB
Adam, Timo, Hidden Markov models for multi-scale time series: an application to stock market data. Proceedings of the 35th International Workshop on Statistical Modelling. Part I (). Bilbao, 2020 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763Flexible estimation of the state dwell-time distribution in hidden semi-Markov modelsPUB
Pohle, Jennifer Marie, Flexible estimation of the state dwell-time distribution in hidden semi-Markov models. Proceedings of the 35th International Workshop on Statistical Modelling. Part I (). Bilbao, 2020 -
2020 | Bielefelder E-Dissertation | PUB-ID: 2949182
On some flexible extensions of hidden Markov modelsPUB | PDF | DOI
Adam, Timo, On some flexible extensions of hidden Markov models. (). Bielefeld, 2020 -
2019 | Wissenschaftliche Software | PUB-ID: 2982765countHMM: penalized estimation of flexible hidden Markov models for time series of counts (R package)PUB
Adam, Timo, countHMM: penalized estimation of flexible hidden Markov models for time series of counts (R package). (). , 2019 -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675Non-parametric inference in hidden Markov models for time series of countsPUB
Adam, Timo, Non-parametric inference in hidden Markov models for time series of counts. Proceedings of the 34th International Workshop on Statistical Modelling, Volume I (). , 2019 -
2019 | Konferenzbeitrag | PUB-ID: 2941674Model-based clustering of time series data: a flexible approach using non-parametric state-switching quantile regression modelsPUB
Adam, Timo, Model-based clustering of time series data: a flexible approach using non-parametric state-switching quantile regression models. Proceedings of the 12th Scientific Meeting on Classification and Data Analysis (). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov modelsPUB | DOI | WoS
Adam, Timo, Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models. Methods in Ecology and Evolution 10 (9). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764Penalized estimation of flexible hidden Markov models for time series of countsPUB | DOI | WoS
Adam, Timo, Penalized estimation of flexible hidden Markov models for time series of counts. Metron 77 (2). , 2019 -
2018 | Konferenzbeitrag | PUB-ID: 2933002Statistical boosting for Markov-switching distributional regression modelsPUB
Adam, Timo, Statistical boosting for Markov-switching distributional regression models. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1 (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816Spline-based nonparametric inference in general state-switching modelsPUB | DOI | Download (ext.) | WoS
Langrock, Roland, Spline-based nonparametric inference in general state-switching models. Statistica Neerlandica 72 (3). , 2018 -
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, Vianey, 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 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894Using hierarchical hidden Markov models for joint inference at multiple temporal scalesPUB
Adam, Timo, 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 (). Groningen, 2017