Timo Adam
Timo Adam
University of St Andrews, School of Mathematics and Statistics
Verified email at st-andrews.ac.uk
Title
Cited by
Cited by
Year
Multi-scale Modeling of Animal Movement and General Behavior Data Using Hidden Markov Models with Hierarchical Structures
V Leos-Barajas, E Gangloff, T Adam, R Langrock, FM van Beest, ...
Journal of Agricultural, Biological, and Environmental Statistics 22 (3 …, 2017
422017
Joint Modelling of Multi‐scale Animal Movement Data Using Hierarchical Hidden Markov Models
T Adam, CA Griffiths, V Leos‐Barajas, EN Meese, CG Lowe, PG Blackwell, ...
Methods in Ecology and Evolution 10 (9), 1536-1550, 2019
312019
Spline-based Nonparametric Inference in General State-switching Models
R Langrock, T Adam, V Leos-Barajas, S Mews, DL Miller, ...
Statistica Neerlandica 72 (3), 179-200, 2018
132018
Gradient Boosting in Markov-switching Generalized Additive Models for Location, Scale, and Shape
T Adam, A Mayr, T Kneib
Econometrics and Statistics, Part B: Statistics, 1-14, 2021
72021
Penalized Estimation of Flexible Hidden Markov Models for Time Series of Counts
T Adam, R Langrock, CH Weiß
METRON 77 (2), 87-104, 2019
72019
countHMM: Penalized Estimation of Flexible Hidden Markov Models for Time Series of Counts. R Package, Version 0.1.0
T Adam
https://CRAN.R-project.org/package=countHMM, 2019
32019
Using Hierarchical Hidden Markov Models for Joint Inference at Multiple Temporal Scales
T Adam, V Leos-Barajas, R Langrock, FM van Beest
Proceedings of the 32nd International Workshop on Statistical Modelling 2 …, 2017
32017
Model-based Clustering of Time Series Data: a Flexible Approach Using Nonparametric State-switching Quantile Regression Models
T Adam, R Langrock, T Kneib
Book of Short Papers of the 12th Scientific Meeting on Classification and …, 2019
22019
A Role for Lakes in Revealing the Nature of Animal Movement Using High Dimensional Telemetry Systems
RJ Lennox, S Westrelin, AT Souza, M Šmejkal, M Říha, M Prchalová, ...
Movement Ecology 9 (1), 1-28, 2021
12021
Detecting Bearish and Bullish Markets in Financial Time Series Using Hierarchical Hidden Markov Models
L Oelschläger, T Adam
Statistical Modelling, 1-20, 2021
12021
Nonparametric Inference in Hidden Markov Models for Time Series of Counts
T Adam, R Langrock, CH Weiß
Proceedings of the 34th International Workshop on Statistical Modelling 1 …, 2019
12019
Statistical Boosting for Markov-switching Distributional Regression Models
T Adam, A Mayr, T Kneib, R Langrock
Proceedings of the 33rd International Workshop on Statistical Modelling 1, 30-35, 2018
12018
Movement Patterns and Activity Levels are Shaped by the Neonatal Environment in Antarctic Fur Seal Pups
R Nagel, S Mews, T Adam, C Stainfield, C Fox-Clarke, C Toscani, ...
Scientific Reports, 2021
2021
fHMM: Fitting Hidden Markov Models to Financial Data. R Package, Version 0.3.0
L Oelschläger, T Adam
https://CRAN.R-project.org/package=fHMM, 2021
2021
Flexible Estimation of the State Dwell-Time Distribution in Hidden Semi-Markov Models
J Pohle, T Adam, LT Beumer
arXiv Preprint arXiv:2101.09197, 2021
2021
On Some Flexible Extensions of Hidden Markov Models
T Adam
Bielefeld University, 2020
2020
Flexible Estimation of the State Dwell-time Distribution in Hidden Semi-Markov Models
J Pohle, T Adam, R Langrock, L Beumer
Proceedings of the 35th International Workshop on Statistical Modelling 1 …, 2020
2020
Hidden Markov Models for Multi-scale Time Series: an Application to Stock Market Data
T Adam, L Oelschläger
Proceedings of the 35th International Workshop on Statistical Modelling 1, 2-7, 2020
2020
Diving Deeper Into the Underlying White Shark Behaviors at Guadalupe Island, Mexico
M Aquino‐Baleytó, V Leos‐Barajas, T Adam, M Hoyos‐Padilla, ...
Ecology and Evolution, 0
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Articles 1–19