Roland Langrock
Roland Langrock
Statistics and Data Analysis group, Bielefeld University
Verified email at uni-bielefeld.de - Homepage
Title
Cited by
Cited by
Year
Hidden Markov Models for Time Series: An Introduction Using R, Second Edition
W Zucchini, IL MacDonald, R Langrock
Chapman & Hall/CRC, 2016
1036*2016
Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions
R Langrock, R King, J Matthiopoulos, L Thomas, D Fortin, JM Morales
Ecology 93 (11), 2336-2342, 2012
2642012
moveHMM: an R package for the statistical modelling of animal movement data using hidden Markov models
T Michelot, R Langrock, TA Patterson
Methods in Ecology and Evolution 7 (11), 1308-1315, 2016
1632016
Selecting the number of states in hidden Markov models — pragmatic solutions illustrated using animal movement
J Pohle, R Langrock, F van Beest, NM Schmidt
Journal of Agricultural, Biological, and Environmental Statistics, 2017
86*2017
Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges
TA Patterson, A Parton, R Langrock, PG Blackwell, L Thomas, R King
AStA Advances in Statistical Analysis, 2017
83*2017
Modelling group dynamic animal movement
R Langrock, G Hopcraft, P Blackwell, V Goodall, R King, M Niu, ...
Methods in Ecology and Evolution 5 (2), 190-199, 2014
732014
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
642017
A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure
SL DeRuiter, R Langrock, T Skirbutas, JA Goldbogen, J Chalambokidis, ...
The Annals of Applied Statistics 11 (1), 362-392, 2017
55*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, 1397-1407, 2016
532016
Using hidden markov models to deal with availability bias on line transect surveys
D Borchers, W Zucchini, M Heide-Jorgensen, A Canadas, R Langrock
Biometrics 69 (3), 703-713, 2013
482013
Hidden Markov models with arbitrary state dwell-time distributions
R Langrock, W Zucchini
Computational Statistics & Data Analysis 55 (1), 715-724, 2011
482011
Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird
AE McKellar, R Langrock, JR Walters, DC Kesler
Behavioral Ecology 26 (1), 148-157, 2015
472015
On the application of mixed hidden Markov models to multiple behavioural time series
S Schliehe-Diecks, PM Kappeler, R Langrock
Interface Focus 2, 180-189, 2012
452012
Estimation and simulation of foraging trips in land-based marine predators
T Michelot, R Langrock, S Bestley, ID Jonsen, T Photopoulou, ...
Ecology, 2017
422017
Nonparametric inference in hidden Markov models using P-splines
R Langrock, T Kneib, A Sohn, SL DeRuiter
Biometrics 71 (2), 520-528, 2015
402015
Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models
R Langrock, IL MacDonald, W Zucchini
Journal of Empirical Finance 19 (1), 147-161, 2011
362011
Maximum likelihood estimation of mark-recapture-recovery models in the presence of continuous covariates
R Langrock, R King
Annals of Applied Statistics 7 (3), 1709–1732, 2013
342013
Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov models
R Langrock
Journal of Applied Statistics 38 (12), 2955-2970, 2011
342011
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
252017
Modeling the diving behavior of whales: a latent-variable approach with feedback and semi-Markovian components
R Langrock, T Marques, R Baird, L Thomas
Journal of Agricultural, Biological and Environmental Statistics 19 (1), 82-100, 2014
252014
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