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• [85]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985771

  Ötting, Marius, Michels, Rouven, Langrock, Roland, and Deutscher, Christian. “Demand for live betting: An analysis using state‐space models”. Applied Stochastic Models in Business and Industry (2024).

  PUB | PDF | DOI | Download (ext.) | WoS
   
• [84]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2983137

  Stoye, Ferdinand, and Langrock, Roland. “Autoregressive hidden Markov models for high-resolution animal movement data”. Proceedings of the 37th International Workshopon Statistical Modelling. Part II. Ed. Elisabeth Bergherr, Andreas Groll, and Andreas Mayr. 2023. 294-299.

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• [83]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982778

  Feldmann, Carlina, Mews, Sina, Coculla, Angelica, Stanewsky, Ralf, and Langrock, Roland. “Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov Models”. Journal of Statistical Theory and Practice 17.3 (2023): 45.

  PUB | DOI | WoS
   
• [82]
  

  2023 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2978064

  Michels, Rouven, Ötting, Marius, and Langrock, Roland. “Bettors’ reaction to match dynamics: Evidence from in-game betting”. European Journal of Operational Research (In Press).

  PUB | DOI | Download (ext.) | WoS
   
• [81]
  

  2022 | Zeitschriftenaufsatz | Unveröffentlicht | PUB-ID: 2963858

  Kaiser, M.I., Malsch, Annette, Abendroth, Anja, Baune, B., Bilstein, Nicola, Breitmoser, Yves, Caspers, Barbara, Gadau, J., Kaiser, S., Killin, Anton John, Krohs, Ulrich, Krüger, Oliver, Kurtz, J, Langrock, Roland, Lengersdorf, Diana, Müller, D., Quante, M, Rauthmann, J., Reinhold, Klaus, Richter, H, Schwering, A, Stoll, Andre, Stummer, Christian, and Wittmann, Meike. “Interdisciplinary perspectives on individualisation in environments”. Interdisciplinary Journal of Philosophy (Unpublished).

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• [80]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961460

  Nathan, Ran, Monk, Christopher T, Arlinghaus, Robert, Adam, Timo, Alos, Josep, Assaf, Michael, Baktoft, Henrik, Beardsworth, Christine E, Bertram, Michael G, Bijleveld, Allert I, Brodin, Tomas, Brooks, Jill L, Campos-Candela, Andrea, Cooke, Steven J, Gjelland, Karl O, Gupte, Pratik R, Harel, Roi, Hellstrom, Gustav, Jeltsch, Florian, Killen, Shaun S, Klefoth, Thomas, Langrock, Roland, Lennox, Robert J, Lourie, Emmanuel, Madden, Joah R, Orchan, Yotam, Pauwels, Ine S, Riha, Milan, Roeleke, Manuel, Schlagel, Ulrike E, Shohami, David, Signer, Johannes, Toledo, Sivan, Vilk, Ohad, Westrelin, Samuel, Whiteside, Mark A, and Jaric, Ivan. “Big-data approaches lead to an increased understanding of the ecology of animal movement”. Science 375.6582 (2022): eabg1780.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [79]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960422

  Ulrich, Matthias, Jahnke, Hermann, Langrock, Roland, Pesch, Robert, and Senge, Robin. “Classification-based model selection in retail demand forecasting”. International Journal of Forecasting 38.1 (2022): 209-223.

  PUB | DOI | WoS
   
• [78]
  

  2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2947369

  Mews, Sina, Langrock, Roland, Ötting, Marius, Yaqine, Houda, and Reinecke, Jost. “ Maximum approximate likelihood estimation of general continuous-time state-space models”. Statistical Modelling (2022): 1471082X211065785.

  PUB | DOI | WoS
   
• [77]
  

  2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2967111

  Lieber, Lilian, Füchtencordsjürgen, Cynthia, Hilder, Rebecca Louise, Revering, Paula, Siekmann, Ina, Langrock, Roland, and Nimmo-Smith, W. Alex M. “Selective foraging behavior of seabirds in small-scale slicks”. Limnology and Oceanography Letters (2022).

  PUB | DOI | WoS
   
• [76]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964341

  Mews, Sina, Langrock, Roland, King, Ruth, and Quick, Nicola. “Multistate capture–recapture models for irregularly sampled data”. Annals of Applied Statistics 16.2 (2022): 982-998.

  PUB | DOI | WoS
   
• [75]
  

  2022 | Preprint | Veröffentlicht | PUB-ID: 2963063

  Winkelmann, David, Ulrich, Matthias, Römer, Michael, Langrock, Roland, and Jahnke, Hermann. “Dynamic Stochastic Inventory Management in E-Grocery Retailing: The Value of Probabilistic Information”. arXiv:2205.06572 (2022).

  PUB | DOI | arXiv
   
• [74]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071

  Nagel, Rebecca, Mews, Sina, Adam, Timo, Stainfield, Claire, Fox-Clarke, Cameron, Toscani, Camille, Langrock, Roland, Forcada, Jaume, and Hoffman, Joseph. “Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups”. Scientific reports 11.1 (2021): 14323.

  PUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint
   
• [73]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327

  Ötting, Marius, Langrock, Roland, and Maruotti, Antonello. “A copula-based multivariate hidden Markov model for modelling momentum in football”. AStA Advances in Statistical Analysis (2021).

  PUB | PDF | DOI | WoS
   
• [72]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941031

  Ulrich, Matthias, Jahnke, Hermann, Langrock, Roland, Pesch, Robert, and Senge, Robin. “Distributional regression for demand forecasting in e-grocery”. European Journal of Operational Research 294.3 (2021): 831-842.

  PUB | DOI | WoS
   
• [71]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458

  Schwarz, Jonas, Mews, Sina, De Rango, Eugene, Langrock, Roland, Piedrahita, Paolo, Páez-Rosas, Diego, and Krüger, Oliver. “Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predator”. Oecologia 195.2 (2021): 313–325.

  PUB | PDF | DOI | WoS | PubMed | Europe PMC
   
• [70]
  

  2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978258

  Deutscher, Christian, Michels, Rouven, Ötting, Marius, and Langrock, Roland. “Patterns of betting behavior for news in live betting markets”. 12th ESEA Conference on Sport Economics – Book of Abstracts. Ed. Christian Deutscher and Pamela Wicker. 2021. 33-35.

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• [69]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957903

  Williams, Rob, Ashe, Erin, Yruretagoyena, Laurel, Mastick, Natalie, Siple, Margaret, Wood, Jason, Joy, Ruth, Langrock, Roland, Mews, Sina, and Finne, Emily. “Reducing vessel noise increases foraging in endangered killer whales”. Marine Pollution Bulletin 173.Pt A (2021): 112976.

  PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
   
• [68]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2954297

  Lieber, Lilian, Langrock, Roland, and Nimmo-Smith, W. Alex M. “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 (2021): 20210592.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [67]
  

  2021 | Preprint | Veröffentlicht | PUB-ID: 2955065

  Krüger, Oliver, Anaya-Rojas, Jaime, Caspers, Barbara, Chakarov, Nayden, Elliott-Graves, Alkistis, Fricke, Claudia, Gadau, Jürgen, Goßmann, Toni, Hoffman, Joseph, Kaiser, Marie Isabel, Kaiser, Sylvia, Korsten, Peter, Krohs, Ulrich, Kurtz, Joachim, Langrock, Roland, Müller, Caroline, Peuß, Robert, Reinhold, Klaus, Richter, Helene, Sachser, Norbert, Schielzeth, Holger, Schmoll, Tim, Stanewsky, Ralf, Szekely, Tamas, Weissing, Franz J., Wittmann, Meike, and Xu, Shuqing. “Individualised niches: an integrative conceptual framework across behaviour, ecology, and evolution”. EcoEvoRxiv (2021).

  PUB | DOI
   
• [66]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950106

  Byrnes, Evan E., Daly, Ryan, Leos-Barajas, Vianey, Langrock, Roland, and Gleiss, Adrian C. “Evaluating the constraints governing activity patterns of a coastal marine top predator”. Marine Biology 168.1 (2021): 11.

  PUB | DOI | WoS
   
• [65]
  

  2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763

  Pohle, Jennifer Marie, Adam, Timo, Langrock, Roland, and Beumer, Larissa. “Flexible estimation of the state dwell-time distribution in hidden semi-Markov models”. Proceedings of the 35th International Workshop on Statistical Modelling. Part I. Ed. Itziar Irigoien, Dae-Jin Lee, Joaquín Martínez-Minaya, and María Xosé Rodríguez-Álvarez. Bilbao: Universidad del País Vasco, 2020. 189-193.

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• [64]
  

  2020 | Preprint | PUB-ID: 2955083

  Mews, Sina, Langrock, Roland, Ötting, Marius, Yaqine, Houda, and Reinecke, Jost. “Maximum approximate likelihood estimation of general continuous-time state-space models”. arXiv:2010.14883 (2020).

  PUB | arXiv
   
• [63]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474

  Ötting, Marius, Deutscher, Christian, Schneemann, Sandra, Langrock, Roland, Gehrmann, Sebastian, and Scholten, Hendrik. “Performance under pressure in skill tasks: An analysis of professional darts”. PLOS ONE 15.2 (2020): e0228870.

  PUB | Dateien verfügbar | DOI | WoS | PubMed | Europe PMC
   
• [62]
  

  2020 | Preprint | PUB-ID: 2955084

  Mews, Sina, Langrock, Roland, King, Ruth, and Quick, Nicola. “Continuous-time multi-state capture-recapture models”. arXiv:2002.10997 (2020).

  PUB | arXiv
   
• [61]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945202

  Harrington, Katie J., Fahlbusch, James A., Langrock, Roland, Therrien, Jean-François, Houtz, Jennifer L., and McDonald, Birgitte I. “Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands”. Animal Biotelemetry 8.1 (2020): 27.

  PUB | DOI | WoS
   
• [60]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171

  Ötting, Marius, Langrock, Roland, Deutscher, Christian, and Leos-Barajas, Vianey. “The hot hand in professional darts”. Journal of the Royal Statistical Society. Series A 183.2 (2020): 565-580.

  PUB | PDF | DOI | Download (ext.) | WoS
   
• [59]
  

  2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946671

  Pohle, Jennifer Marie, Langrock, Roland, Schaar, Mihaela van der, King, Ruth, and Jensen, Frants Havmand. “A primer on coupled state-switching models for multiple interacting time series”. Statistical Modelling (2020): 1471082X2095642.

  PUB | DOI | WoS
   
• [58]
  

  2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946641

  McClintock, Brett T., Langrock, Roland, Gimenez, Olivier, Cam, Emmanuelle, Borchers, David L., Glennie, Richard, and Patterson, Toby A. “Uncovering ecological state dynamics with hidden Markov models”. Ecology Letters (2020): ele.13610.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [57]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943857

  Beumer, 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. “An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore”. Movement Ecology 8.1 (2020): 25.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [56]
  

  2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943379

  Glennie, R., Buckland, S. T., Langrock, Roland, Gerrodette, T., Ballance, L. T., Chivers, S. J., and Scott, M. D. “Incorporating animal movement into distance sampling”. Journal of the American Statistical Association (2020): 1-17.

  PUB | DOI | WoS
   
• [55]
  

  2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675

  Adam, Timo, Langrock, Roland, and Weiß, Christian. “Non-parametric inference in hidden Markov models for time series of counts”. Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. 2019. 135-140.

  PUB
   
• [54]
  

  2019 | Konferenzbeitrag | PUB-ID: 2941674

  Adam, Timo, Langrock, Roland, and Kneib, Thomas. “Model-based clustering of time series data: a flexible approach using non-parametric state-switching quantile regression models”. Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. 2019. 19-22.

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• [53]
  

  2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934781

  van Beest, Floris M., Mews, Sina, Elkenkamp, Svenja, Schuhmann, Patrick, Tsolak, Dorian, Wobbe, Till, Bartolino, Valerio, Bastardie, Francois, Dietz, Rune, von Dorrien, Christian, Galatius, Anders, Karlsson, Olle, McConnell, Bernie, Nabe-Nielsen, Jacob, Olsen, Morten Tange, Teilmann, Jonas, and Langrock, Roland. “Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov model”. Scientific Reports 9.1 (2019): 5642.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [52]
  

  2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941679

  Pohle, Jennifer Marie, Ötting, Marius, Jensen, Frants H., and Langrock, Roland. “Modeling interactions between individuals using coupled hidden Markov models”. Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. 2019. 57-61.

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• [51]
  

  2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941678

  Ötting, Marius, Langrock, Roland, and Maruotti, Antonello. “A copula-based multivariate hidden Markov model for modelling momentum in football”. Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. 2019. 125-129.

  PUB
   
• [50]
  

  2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941676

  Mews, Sina, Langrock, Roland, King, Ruth, Schemm, Julia, Janzen, Irina, and Quick, Nicola. “A continuous-time capture-recapture model for annual movements of bottlenose dolphins”. Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. 2019. 169-174.

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• [49]
  

  2019 | Diskussionspapier | Veröffentlicht | PUB-ID: 2932990

  Ulrich, Matthias, Jahnke, Hermann, Langrock, Roland, Pesch, Robert, and Senge, Robin. Distributional regression for demand forecasting in e-grocery. Bielefeld: Bielefeld University, Department of Business Administration and Economics, 2019. Universität Bielefeld Working Papers in Economics and Management. 09-2018.

  PUB | PDF | DOI
   
• [48]
  

  2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689

  Adam, Timo, Griffiths, Christopher A., Leos-Barajas, Vianey, Meese, Emily N., Lowe, Christopher G., Blackwell, Paul G., Righton, David, and Langrock, Roland. “Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models”. Methods in Ecology and Evolution 10.9 (2019): 1536-1550.

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• [47]
  

  2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764

  Adam, Timo, Langrock, Roland, and Weiß, Christian H. “Penalized estimation of flexible hidden Markov models for time series of counts”. Metron 77.2 (2019): 87-104.

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• [46]
  

  2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936765

  Bulla, Jan, Langrock, Roland, and Maruotti, Antonello. “Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications””. Metron 77.2 (2019): 63-66.

  PUB | DOI | WoS
   
• [45]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932997

  Ötting, Marius, Langrock, Roland, and Deutscher, Christian. “Integrating multiple data sources in match-fixing warning systems”. Statistical Modelling 18.5-6 (2018): 483-504.

  PUB | DOI | WoS
   
• [44]
  

  2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933003

  Ötting, Marius, Langrock, Roland, Deutscher, Christian, and Leos-Barajas, Vianey. “The hot hand in professional darts”. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 2018. 231-236.

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• [43]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2921189

  Papastamatiou, 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. “Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming”. Movement Ecology 6.1 (2018): 9.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [42]
  

  2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941680

  Langrock, Roland, Ulrich, Matthias, Jahnke, Hermann, Pesch, Robert, and Senge, Robin. “Distributional regression for demand forecasting in e-grocery — a case study”. Proceedings of the 33rd International Workshop on Statistical Modelling. Volume 2. 2018. 171-176.

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• [41]
  

  2018 | Konferenzbeitrag | PUB-ID: 2933004

  Pohle, Jennifer Marie, King, Ruth, van der Schaar, Michaela, and Langrock, Roland. “Coupled Markov-switching regression: inference and a case study using electronic health record data”. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 2018. 242-246.

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• [40]
  

  2018 | Konferenzbeitrag | PUB-ID: 2933002

  Adam, Timo, Mayr, Andreas, Kneib, Thomas, and Langrock, Roland. “Statistical boosting for Markov-switching distributional regression models”. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 2018. 30-35.

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• [39]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695

  Hambuckers, Julien, Kneib, Thomas, Langrock, Roland, and Sohn, Alexander. “A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses models”. Quantitative Finance 18.10 (2018): 1679-1698.

  PUB | DOI | WoS
   
• [38]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816

  Langrock, Roland, Adam, Timo, Leos-Barajas, Vianey, Mews, Sina, Miller, Dave L., and Papastamatiou, Yannis P. “Spline-based nonparametric inference in general state-switching models”. Statistica Neerlandica 72.3 (2018): 179-200.

  PUB | DOI | Download (ext.) | WoS
   
• [37]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528

  Leos-Barajas, Vianey, Gangloff, Eric J., Adam, Timo, Langrock, Roland, van Beest, Floris M., Nabe-Nielsen, Jacob, and Morales, Juan M. “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 (2017): 232–248.

  PUB | DOI | WoS
   
• [36]
  

  2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913895

  Ötting, Marius, Deutscher, Christian, and Langrock, Roland. “Detecting Match-Fixing in the Italian Serie B Using Flexible Regression”. Proceedings of the 32nd International Workshop on Statistical Modelling. Volume II. Ed. Marco Grzegorczyk, and Giacomo Ceoldo. 2017. 243-246.

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• [35]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902625

  Langrock, Roland, Kneib, Thomas, Glennie, Richard, and Michelot, Théo. “Markov-switching generalized additive models”. Statistics and Computing 27.1 (2017): 259-270.

  PUB | DOI | WoS
   
• [34]
  

  2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894

  Adam, Timo, Leos-Barajas, Vianey, Langrock, Roland, and van Beest, Floris. “Using hierarchical hidden Markov models for joint inference at multiple temporal scales”. Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Ed. Marco Grzegorczyk and Giacomo Ceoldo. Groningen: Univ. of Groningen, 2017.

  PUB
   
• [33]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910999

  Michelot, Théo, Langrock, Roland, Bestley, Sophie, Jonsen, Ian D., Photopoulou, Theoni, and Patterson, Toby A. “Estimation and simulation of foraging trips in land-based marine predators”. Ecology 98.7 (2017): 1932-1944.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [32]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909601

  Abanto-Valle, Carlos A., Langrock, Roland, Chen, Ming-Hui, and Cardoso, Michel V. “Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions”. Applied Stochastic Models in Business and Industry 33.4 (2017): 394–408.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [31]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989

  Pohle, Jennifer, Langrock, Roland, van Beest, Floris M., and Schmidt, Niels Martin. “Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal Movement”. Journal of Agricultural, Biological and Environmental Statistics 22.3 (2017): 270–293.

  PUB | DOI | WoS
   
• [30]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906537

  Leos-Barajas, Vianey, Photopoulou, Theoni, Langrock, Roland, Patterson, Toby A., Watanabe, Yuuki Y., Murgatroyd, Megan, and Papastamatiou, Yannis P. “Analysis of animal accelerometer data using hidden Markov models”. Methods in Ecology and Evolution 8.2 (2017): 161-173.

  PUB | DOI | WoS
   
• [29]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117

  Popov, Valentin, Langrock, Roland, DeRuiter, Stacy L., and Visser, Fleur. “An analysis of pilot whale vocalization activity using hidden Markov models”. The Journal of the Acoustical Society of America 141.1 (2017): 159-171.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [28]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914958

  Langrock, Roland, and Borchers, David L. “Guest editors’ introduction to the special issue on “Ecological Statistics””. AStA Advances in Statistical Analysis 101.4 (2017): 345-347.

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• [27]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885

  Hooten, Mevin B., King, Ruth, and Langrock, Roland. “Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling””. Journal of Agricultural, Biological and Environmental Statistics 22.3 (2017): 224-231.

  PUB | DOI | WoS
   
• [26]
  

  2017 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2913884

  Patterson, Toby A., Parton, Alison, Langrock, Roland, Blackwell, Paul G., Thomas, Len, and King, Ruth. “Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges”. AStA Advances in Statistical Analysis 101.4 (2017): 399-438.

  PUB | DOI | WoS
   
• [25]
  

  2017 | Konferenzbeitrag | PUB-ID: 2913896

  Pohle, Jennifer Marie, and Langrock, Roland. “Pragmatic order selection in hidden Markov models”. Proceedings of the 32nd IWSM Vol. 1. 2017.

  PUB
   
• [24]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910166

  DeRuiter, Stacy L., Langrock, Roland, Skirbutas, Tomas, Goldbogen, Jeremy A., Calambokidis, John, Friedlaender, Ari S., and Southall, Brandon L. “A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure”. The Annals of Applied Statistics 11.1 (2017): 362-392.

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• [23]
  

  2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902626

  Towner, Alison V, Leos-Barajas, Vianey, Langrock, Roland, Schick, Robert S., Smale, Malcolm J., Kaschke, Tami, Jewell, Oliver J. D., and Papastamatiou, Yannis P. “Sex-specific and individual preferences for hunting strategies in white sharks”. Functional Ecology 30.8 (2016): 1397-1407.

  PUB | DOI | WoS
   
• [22]
  

  2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902988

  Michelot, Theo, Langrock, Roland, and Patterson, Toby A. “moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov models”. Methods Ecol Evol 7.11 (2016): 1308-1315.

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• [21]
  

  2016 | Monographie | Veröffentlicht | PUB-ID: 2906538

  Zucchini, Walter, MacDonald, Iain L., and Langrock, Roland. Hidden Markov Models for Time Series: An Introduction Using R. 2nd ed. Boca Raton: CRC Press, Taylor & Francis, 2016. Monographs on statistics and applied probability. 150.

  PUB
   
• [20]
  

  2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902629

  Borchers, D. L., and Langrock, Roland. “Double-observer line transect surveys with Markov-modulated Poisson process models for animal availability”. Biometrics 71.4 (2015): 1060-1069.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [19]
  

  2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627

  King, Ruth, and Langrock, Roland. “Semi-Markov Arnason-Schwarz models”. Biometrics 72.2 (2015): 619-628.

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• [18]
  

  2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902631

  Langrock, Roland, Michelot, Théo, Sohn, Alexander, and Kneib, Thomas. “Semiparametric stochastic volatility modelling using penalized splines”. Computational Statistics 30.2 (2015): 517-537.

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• [17]
  

  2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628

  Michelot, Théo, Langrock, Roland, Kneib, Thomas, and King, Ruth. “Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models”. Biometrical Journal 58.1 (2015): 222-239.

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• [16]
  

  2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630

  Langrock, Roland, Kneib, Thomas, Sohn, Alexander, and DeRuiter, Stacy L. “Nonparametric inference in hidden Markov models using P-splines”. Biometrics 71.2 (2015): 520-528.

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• [15]
  

  2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902632

  McKellar, A. E., Langrock, Roland, Walters, J. R., and Kesler, D. C. “Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird”. Behavioral Ecology 26.1 (2014): 148-157.

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• [14]
  

  2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902633

  Langrock, Roland, Heidenreich, Nils-Bastian, and Sperlich, Stefan. “Kernel-based semiparametric multinomial logit modelling of political party preferences”. Statistical Methods & Applications 23.3 (2014): 435-449.

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• [13]
  

  2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902635

  Langrock, 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. “Modelling group dynamic animal movement”. Methods in Ecology and Evolution 5.2 (2014): 190-199.

  PUB | DOI | WoS
   
• [12]
  

  2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620

  Langrock, Roland, Borchers, David L., and Skaug, Hans J. “Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundance”. Journal of the American Statistical Association 108.503 (2013): 840-851.

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• [11]
  

  2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634

  Langrock, Roland, Marques, Tiago A., Baird, Robin W., and Thomas, Len. “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 (2013): 82-100.

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• [10]
  

  2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622

  Langrock, Roland, Swihart, Bruce J., Caffo, Brian S., Punjabi, Naresh M., and Crainiceanu, Ciprian M. “Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms”. Statistics in Medicine 32.19 (2013): 3342-3356.

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• [9]
  

  2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636

  Borchers, D. L., Zucchini, W., Heide-Jørgensen, M. P., Cañadas, A., and Langrock, Roland. “Using hidden Markov models to deal with availability bias on line transect surveys”. Biometrics 69.3 (2013): 703-713.

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• [8]
  

  2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902624

  Langrock, Roland, and King, Ruth. “Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariates”. Ann. Appl. Stat. 7.3 (2013): 1709-1732.

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• [7]
  

  2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902637

  Schliehe-Diecks, S., Kappeler, P. M., and Langrock, Roland. “On the application of mixed hidden Markov models to multiple behavioural time series”. Interface Focus 2.2 (2012): 180-189.

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• [6]
  

  2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902619

  Wichelhaus, Cornelia, and Langrock, Roland. “Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processes”. Electronic Journal of Statistics 6 (2012): 1670-1714.

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• [5]
  

  2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621

  Langrock, Roland, King, Ruth, Matthiopoulos, Jason, Thomas, Len, Fortin, Daniel, and Morales, Juan M. “Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions”. Ecology 93.11 (2012): 2336-2342.

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• [4]
  

  2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902623

  Langrock, Roland. “Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009”. Australian & New Zealand Journal of Statistics 54.3 (2012): 261-279.

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• [3]
  

  2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902618

  Langrock, Roland, MacDonald, Iain L., and Zucchini, Walter. “Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models”. Journal of Empirical Finance 19.1 (2011): 147-161.

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• [2]
  

  2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902617

  Langrock, Roland. “Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov models”. Journal of Applied Statistics 38.12 (2011): 2955-2970.

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• [1]
  

  2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902616

  Langrock, Roland, and Zucchini, W. “Hidden Markov models with arbitrary state dwell-time distributions”. Computational Statistics & Data Analysis 55.1 (2011): 715-724.

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