Langrock, Roland
- Nonparametric inference in hidden Markov models using P-splines
2013/09/02 by Roland Langrock, Langrock, Roland, Thomas Kneib +5 · 2 citations
Computer Science · Earth and Planetary Sciences · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Target Tracking and Data Fusion in Sensor Networks #Underwater Acoustics Research
- Markov-switching generalized additive models
2014/06/14 by Roland Langrock, Langrock, Roland, Thomas Kneib +5 · 2 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
- Multi-scale modeling of animal movement and general behavior data using\n hidden Markov models with hierarchical structures
2017/02/12 by Vianey Leos‐Barajas, Eric J. Gangloff, Leos-Barajas, Vianey +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Animal Vocal Communication and Behavior #FOS: Biological sciences #FOS: Computer and information sciences #Fish Ecology and Management Studies #Marine animal studies overview #Methodology (stat.ME) #Quantitative Methods (q-bio.QM)
- Bettors' reaction to match dynamics -- Evidence from in-game betting
2022/02/21 by Rouven Michels, Marius Ötting, Michels, Rouven +3 · 3 citations
Decision Sciences · Economics, Econometrics and Finance · #Applications (stat.AP) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Sports Analytics and Performance
- How to build your latent Markov model -- the role of time and space
2024/06/27 by Sina Mews, Mews, Sina, Jan-Ole Koslik +3 · 1 voice · 4 citations
Computer Science · #Data Visualization and Analytics
- Analysis of animal accelerometer data using hidden Markov models
2016/02/20 by Vianey Leos‐Barajas, Leos-Barajas, Vianey, Theoni Photopoulou +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Animal Vocal Communication and Behavior #FOS: Biological sciences #Marine animal studies overview #Quantitative Methods (q-bio.QM) #Water Quality Monitoring Technologies
- Estimation and simulation of foraging trips in land-based marine\n predators
2016/10/20 by Théo Michelot, Roland Langrock, Michelot, Théo +9 · 1 citation
Environmental Science · Biochemistry, Genetics and Molecular Biology · #Marine animal studies overview #Diffusion and Search Dynamics #Marine and fisheries research
- Inference on the state process of periodically inhomogeneous hidden Markov models for animal behavior
2023/12/22 by Jan-Ole Koslik, C. Feldmann, Koslik, Jan-Ole +7 · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
- A primer on coupled state-switching models for multiple interacting time series
2020/04/30 by Pohle, Jennifer, Langrock, Roland, van der Schaar, Mihaela +2 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- A copula-based multivariate hidden Markov model for modelling momentum in football
2020/02/04 by Ötting, Marius, Langrock, Roland, Maruotti, Antonello · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences