Michelot, Théo
- hmmTMB: hidden Markov models with flexible covariate effects in R
2022/11/25 by Théo Michelot, Michelot, Théo · 5 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- The Langevin diffusion as a continuous-time model of animal movement and habitat selection
2018/10/24 by Michelot, Théo, Etienne, Marie-Pierre, Gloaguen, Pierre · 2 citations
#Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
- Markov-switching generalized additive models
2014/06/14 by Langrock, Roland, Kneib, Thomas, Glennie, Richard +1 · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
- 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
- Understanding step selection analysis through numerical integration
2023/08/30 by Théo Michelot, Natasha J. Klappstein, Michelot, Théo +5 · 2 citations
Veterinary · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Animal Behavior and Welfare Studies #Genetic and phenotypic traits in livestock #Wildlife Ecology and Conservation
- An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference
2018/06/27 by Leos-Barajas, Vianey, Michelot, Théo · 1 citation
#Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM)
- Varying-coefficient stochastic differential equations with applications in ecology
2020/08/20 by Michelot, Théo, Glennie, Richard, Harris, Catriona +1 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- State-switching continuous-time correlated random walks
2018/08/06 by Théo Michelot, Paul G. Blackwell, Michelot, Théo +1 · 1 citation
Environmental Science · Veterinary · #Animal Behavior and Welfare Studies #FOS: Biological sciences #Marine animal studies overview #Quantitative Methods (q-bio.QM) #Wildlife Ecology and Conservation
- Multiscale modelling of animal movement with persistent dynamics
2024/06/21 by Michelot, Théo, Hanks, Ephraim M. · 1 citation
#Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Methodology (stat.ME) #Quantitative Methods (q-bio.QM)