64 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985771Ötting, Marius, Michels, Rouven, Langrock, Roland, and Deutscher, Christian. 2024. “Demand for live betting: An analysis using state‐space models”. Applied Stochastic Models in Business and Industry.
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982778Feldmann, Carlina, Mews, Sina, Coculla, Angelica, Stanewsky, Ralf, and Langrock, Roland. 2023. “Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov Models”. Journal of Statistical Theory and Practice 17 (3): 45.
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2023 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2978064Michels, Rouven, Ötting, Marius, and Langrock, Roland. In Press. “Bettors’ reaction to match dynamics: Evidence from in-game betting”. European Journal of Operational Research.
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2022 | Zeitschriftenaufsatz | Unveröffentlicht | PUB-ID: 2963858Kaiser, M.I., Malsch, Annette, Abendroth, Anja, Baune, B., Bilstein, Nicola, Breitmoser, Yves, Caspers, Barbara, et al. Unpublished. “Interdisciplinary perspectives on individualisation in environments”. Interdisciplinary Journal of Philosophy.
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961460Nathan, Ran, Monk, Christopher T, Arlinghaus, Robert, Adam, Timo, Alos, Josep, Assaf, Michael, Baktoft, Henrik, et al. 2022. “Big-data approaches lead to an increased understanding of the ecology of animal movement”. Science 375 (6582): eabg1780.
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2947369Mews, Sina, Langrock, Roland, Ötting, Marius, Yaqine, Houda, and Reinecke, Jost. 2022. “ Maximum approximate likelihood estimation of general continuous-time state-space models”. Statistical Modelling: 1471082X211065785.
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2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2967111Lieber, Lilian, Füchtencordsjürgen, Cynthia, Hilder, Rebecca Louise, Revering, Paula, Siekmann, Ina, Langrock, Roland, and Nimmo-Smith, W. Alex M. 2022. “Selective foraging behavior of seabirds in small-scale slicks”. Limnology and Oceanography Letters .
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071Nagel, Rebecca, Mews, Sina, Adam, Timo, Stainfield, Claire, Fox-Clarke, Cameron, Toscani, Camille, Langrock, Roland, Forcada, Jaume, and Hoffman, Joseph. 2021. “Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups”. Scientific reports 11 (1): 14323.
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458Schwarz, Jonas, Mews, Sina, De Rango, Eugene, Langrock, Roland, Piedrahita, Paolo, Páez-Rosas, Diego, and Krüger, Oliver. 2021. “Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predator”. Oecologia 195 (2): 313–325.
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957903Williams, Rob, Ashe, Erin, Yruretagoyena, Laurel, Mastick, Natalie, Siple, Margaret, Wood, Jason, Joy, Ruth, Langrock, Roland, Mews, Sina, and Finne, Emily. 2021. “Reducing vessel noise increases foraging in endangered killer whales”. Marine Pollution Bulletin 173 (Pt A): 112976.
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2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2954297Lieber, Lilian, Langrock, Roland, and Nimmo-Smith, W. Alex M. 2021. “A bird's-eye view on turbulence: seabird foraging associations with evolving surface flow features”. Proceedings of the Royal Society B: Biological Sciences 288 (1949): 20210592.
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474Ötting, Marius, Deutscher, Christian, Schneemann, Sandra, Langrock, Roland, Gehrmann, Sebastian, and Scholten, Hendrik. 2020. “Performance under pressure in skill tasks: An analysis of professional darts”. PLOS ONE 15 (2): e0228870.
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945202Harrington, Katie J., Fahlbusch, James A., Langrock, Roland, Therrien, Jean-François, Houtz, Jennifer L., and McDonald, Birgitte I. 2020. “Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands”. Animal Biotelemetry 8 (1): 27.
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171Ötting, Marius, Langrock, Roland, Deutscher, Christian, and Leos-Barajas, Vianey. 2020. “The hot hand in professional darts”. Journal of the Royal Statistical Society. Series A 183 (2): 565-580.
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2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946671Pohle, Jennifer Marie, Langrock, Roland, Schaar, Mihaela van der, King, Ruth, and Jensen, Frants Havmand. 2020. “A primer on coupled state-switching models for multiple interacting time series”. Statistical Modelling: 1471082X2095642.
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2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946641McClintock, Brett T., Langrock, Roland, Gimenez, Olivier, Cam, Emmanuelle, Borchers, David L., Glennie, Richard, and Patterson, Toby A. 2020. “Uncovering ecological state dynamics with hidden Markov models”. Ecology Letters: ele.13610.
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943857Beumer, Larissa T., Pohle, Jennifer Marie, Schmidt, Niels M., Chimienti, Marianna, Desforges, Jean-Pierre, Hansen, Lars H., Langrock, Roland, Pedersen, Stine Højlund, Stelvig, Mikkel, and van Beest, Floris M. 2020. “An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore”. Movement Ecology 8 (1): 25.
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2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943379Glennie, R., Buckland, S. T., Langrock, Roland, Gerrodette, T., Ballance, L. T., Chivers, S. J., and Scott, M. D. 2020. “Incorporating animal movement into distance sampling”. Journal of the American Statistical Association, 1-17.
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934781van Beest, Floris M., Mews, Sina, Elkenkamp, Svenja, Schuhmann, Patrick, Tsolak, Dorian, Wobbe, Till, Bartolino, Valerio, et al. 2019. “Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov model”. Scientific Reports 9 (1): 5642.
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689Adam, Timo, Griffiths, Christopher A., Leos-Barajas, Vianey, Meese, Emily N., Lowe, Christopher G., Blackwell, Paul G., Righton, David, and Langrock, Roland. 2019. “Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models”. Methods in Ecology and Evolution 10 (9): 1536-1550.
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2921189Papastamatiou, Yannis P., Watanabe, Yuuki Y., Demšar, Urška, Leos-Barajas, Vianey, Bradley, Darcy, Langrock, Roland, Weng, Kevin, Lowe, Christopher G., Friedlander, Alan M., and Caselle, Jennifer E. 2018. “Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming”. Movement Ecology 6 (1): 9.
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695Hambuckers, Julien, Kneib, Thomas, Langrock, Roland, and Sohn, Alexander. 2018. “A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses models”. Quantitative Finance 18 (10): 1679-1698.
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816Langrock, Roland, Adam, Timo, Leos-Barajas, Vianey, Mews, Sina, Miller, Dave L., and Papastamatiou, Yannis P. 2018. “Spline-based nonparametric inference in general state-switching models”. Statistica Neerlandica 72 (3): 179-200.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528Leos-Barajas, Vianey, Gangloff, Eric J., Adam, Timo, Langrock, Roland, van Beest, Floris M., Nabe-Nielsen, Jacob, and Morales, Juan M. 2017. “Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structures”. Journal of Agricultural, Biological and Environmental Statistics 22 (3): 232–248.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910999Michelot, Théo, Langrock, Roland, Bestley, Sophie, Jonsen, Ian D., Photopoulou, Theoni, and Patterson, Toby A. 2017. “Estimation and simulation of foraging trips in land-based marine predators”. Ecology 98 (7): 1932-1944.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909601Abanto-Valle, Carlos A., Langrock, Roland, Chen, Ming-Hui, and Cardoso, Michel V. 2017. “Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions”. Applied Stochastic Models in Business and Industry 33 (4): 394–408.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989Pohle, Jennifer, Langrock, Roland, van Beest, Floris M., and Schmidt, Niels Martin. 2017. “Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal Movement”. Journal of Agricultural, Biological and Environmental Statistics 22 (3): 270–293.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906537Leos-Barajas, Vianey, Photopoulou, Theoni, Langrock, Roland, Patterson, Toby A., Watanabe, Yuuki Y., Murgatroyd, Megan, and Papastamatiou, Yannis P. 2017. “Analysis of animal accelerometer data using hidden Markov models”. Methods in Ecology and Evolution 8 (2): 161-173.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117Popov, Valentin, Langrock, Roland, DeRuiter, Stacy L., and Visser, Fleur. 2017. “An analysis of pilot whale vocalization activity using hidden Markov models”. The Journal of the Acoustical Society of America 141 (1): 159-171.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885Hooten, Mevin B., King, Ruth, and Langrock, Roland. 2017. “Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling””. Journal of Agricultural, Biological and Environmental Statistics 22 (3): 224-231.
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2017 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2913884Patterson, Toby A., Parton, Alison, Langrock, Roland, Blackwell, Paul G., Thomas, Len, and King, Ruth. 2017. “Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges”. AStA Advances in Statistical Analysis 101 (4): 399-438.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910166DeRuiter, Stacy L., Langrock, Roland, Skirbutas, Tomas, Goldbogen, Jeremy A., Calambokidis, John, Friedlaender, Ari S., and Southall, Brandon L. 2017. “A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure”. The Annals of Applied Statistics 11 (1): 362-392.
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902626Towner, Alison V, Leos-Barajas, Vianey, Langrock, Roland, Schick, Robert S., Smale, Malcolm J., Kaschke, Tami, Jewell, Oliver J. D., and Papastamatiou, Yannis P. 2016. “Sex-specific and individual preferences for hunting strategies in white sharks”. Functional Ecology 30 (8): 1397-1407.
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902629Borchers, D. L., and Langrock, Roland. 2015. “Double-observer line transect surveys with Markov-modulated Poisson process models for animal availability”. Biometrics 71 (4): 1060-1069.
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627King, Ruth, and Langrock, Roland. 2015. “Semi-Markov Arnason-Schwarz models”. Biometrics 72 (2): 619-628.
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628Michelot, Théo, Langrock, Roland, Kneib, Thomas, and King, Ruth. 2015. “Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models”. Biometrical Journal 58 (1): 222-239.
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630Langrock, Roland, Kneib, Thomas, Sohn, Alexander, and DeRuiter, Stacy L. 2015. “Nonparametric inference in hidden Markov models using P-splines”. Biometrics 71 (2): 520-528.
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902635Langrock, Roland, Hopcraft, J. Grant C., Blackwell, Paul G., Goodall, Victoria, King, Ruth, Niu, Mu, Patterson, Toby A., Pedersen, Martin W., Skarin, Anna, and Schick, Robert S. 2014. “Modelling group dynamic animal movement”. Methods in Ecology and Evolution 5 (2): 190-199.
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620Langrock, Roland, Borchers, David L., and Skaug, Hans J. 2013. “Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundance”. Journal of the American Statistical Association 108 (503): 840-851.
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634Langrock, Roland, Marques, Tiago A., Baird, Robin W., and Thomas, Len. 2013. “Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian Components”. Journal of Agricultural, Biological, and Environmental Statistics 19 (1): 82-100.
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622Langrock, Roland, Swihart, Bruce J., Caffo, Brian S., Punjabi, Naresh M., and Crainiceanu, Ciprian M. 2013. “Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms”. Statistics in Medicine 32 (19): 3342-3356.
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636Borchers, D. L., Zucchini, W., Heide-Jørgensen, M. P., Cañadas, A., and Langrock, Roland. 2013. “Using hidden Markov models to deal with availability bias on line transect surveys”. Biometrics 69 (3): 703-713.
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902637Schliehe-Diecks, S., Kappeler, P. M., and Langrock, Roland. 2012. “On the application of mixed hidden Markov models to multiple behavioural time series”. Interface Focus 2 (2): 180-189.
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621Langrock, Roland, King, Ruth, Matthiopoulos, Jason, Thomas, Len, Fortin, Daniel, and Morales, Juan M. 2012. “Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions”. Ecology 93 (11): 2336-2342.
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