Timo Adam
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
222017
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
62019
Gradient Boosting in Markov-switching Generalized Additive Models for Location, Scale, and Shape
T Adam, A Mayr, T Kneib
arXiv preprint arXiv: 1710.02385, 2017
52017
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
42018
Penalized Estimation of Flexible Hidden Markov Models for Time Series of Counts
T Adam, R Langrock, CH Weiß
METRON 77 (2), 87-104, 2019
22019
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
22019
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
12017
Detecting Bearish and Bullish Markets in Financial Time Series Using Hierarchical Hidden Markov Models
L Oelschläger, T Adam
arXiv preprint arXiv:2007.14874, 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
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
2019
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
2019
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
2018
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Articles 1–13