Vianey Leos Barajas
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Analysis of animal accelerometer data using hidden Markov models
V Leos‐Barajas, T Photopoulou, R Langrock, TA Patterson, YY Watanabe, ...
Methods in Ecology and Evolution 8 (2), 161-173, 2017
Sex‐specific and individual preferences for hunting strategies in white sharks
AV Towner, V Leos‐Barajas, R Langrock, RS Schick, MJ Smale, ...
Functional Ecology 30 (8), 1397-1407, 2016
A guide to state–space modeling of ecological time series
M Auger‐Méthé, K Newman, D Cole, F Empacher, R Gryba, AA King, ...
Ecological Monographs, 2021
Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming
YP Papastamatiou, YY Watanabe, U Demšar, V Leos-Barajas, D Bradley, ...
Movement ecology 6 (1), 1-15, 2018
Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structures
V Leos-Barajas, EJ Gangloff, T Adam, R Langrock, FM Van Beest, ...
Journal of Agricultural, Biological and Environmental Statistics 22 (3), 232-248, 2017
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
Optimal swimming strategies and behavioral plasticity of oceanic whitetip sharks
YP Papastamatiou, G Iosilevskii, V Leos-Barajas, EJ Brooks, LA Howey, ...
Scientific reports 8 (1), 1-12, 2018
The hot hand in professional darts
M Ötting, R Langrock, C Deutscher, V Leos‐Barajas
Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2020
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
Evaluating the constraints governing activity patterns of a coastal marine top predator
EE Byrnes, R Daly, V Leos-Barajas, R Langrock, AC Gleiss
Marine Biology 168 (1), 1-15, 2021
Integrating behaviour into the pace-of-life continuum: Divergent levels of activity and information gathering in fast-and slow-living snakes
EJ Gangloff, M Chow, V Leos-Barajas, S Hynes, B Hobbs, AM Sparkman
Behavioural processes 142, 156-163, 2017
An introduction to animal movement modeling with hidden Markov Models using Stan for Bayesian inference
V Leos-Barajas, T Michelot
arXiv preprint arXiv:1806.10639, 2018
Hidden Markov Models: Pitfalls and Opportunities in Ecology
R Glennie, T Adam, V Leos‐Barajas, T Michelot, T Photopoulou, ...
Methods in Ecology and Evolution, 2022
State‐space modeling reveals habitat perception of a small terrestrial mammal in a fragmented landscape
R Gardiner, R Hamer, V Leos‐Barajas, C Peńaherrera‐Palma, ME Jones, ...
Ecology and evolution 9 (17), 9804-9814, 2019
The Discrete Adjoint Method: Efficient Derivatives for Functions of Discrete Sequences
M Betancourt, CC Margossian, V Leos-Barajas
arXiv preprint arXiv:2002.00326, 2020
Using approximate Bayesian inference for a “steps and turns” continuous-time random walk observed at regular time intervals
S Ruiz-Suarez, V Leos-Barajas, I Alvarez-Castro, JM Morales
PeerJ 8, e8452, 2020
Improving estimates of real-time traffic speeds during weather events for winter maintenance performance measurement
VL Barajas, Z Wang, M Kaiser, Z Zhu
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 11 (21), 14932, 2021
Disease progression of 213 patients hospitalized with Covid-19 in the Czech Republic in March–October 2020: An exploratory analysis
M Modrák, PC Bürkner, T Sieger, T Slisz, M Vašáková, G Mesežnikov, ...
PloS one 16 (10), e0245103, 2021
Using hierarchical hidden Markov models for joint inference at multiple temporal scales
T Adam, V Leos-Barajas, R Langrock, F van Beest
Proceedings of the 32nd International Workshop on Statistical Modelling, Vol …, 2017
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Articles 1–20