Roland Langrock

roland.langrock@uni-bielefeld.de
PEVZ-ID
63716504

85 Publikationen

Alle markieren

  • [85]
    2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985771 OA
    Ötting, M.; Michels, R.; Langrock, R.; Deutscher, C. (2024): Demand for live betting: An analysis using state‐space models Applied Stochastic Models in Business and Industry
    PUB | PDF | DOI | Download (ext.) | WoS
     
  • [84]
    2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2983137
    Stoye, F.; Langrock, R. (2023): Autoregressive hidden Markov models for high-resolution animal movement data. In: Elisabeth Bergherr; Andreas Groll; Andreas Mayr (Hrsg.): Proceedings of the 37th International Workshopon Statistical Modelling. Part II. S. 294-299.
    PUB
     
  • [83]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982778
    Feldmann, C.; Mews, S.; Coculla, A.; Stanewsky, R.; Langrock, R. (2023): Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov Models Journal of Statistical Theory and Practice ,17:(3):45
    PUB | DOI | WoS
     
  • [82]
    2023 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2978064
    Michels, R.; Ötting, M.; Langrock, R. (In Press): Bettors’ reaction to match dynamics: Evidence from in-game betting European Journal of Operational Research
    PUB | DOI | Download (ext.) | WoS
     
  • [81]
    2022 | Zeitschriftenaufsatz | Unveröffentlicht | PUB-ID: 2963858
    Kaiser, M. I.; Malsch, A.; Abendroth, A.; Baune, B.; Bilstein, N.; Breitmoser, Y.; Caspers, B.; Gadau, J.; Kaiser, S.; Killin, A. J.; Krohs, U.; Krüger, O.; Kurtz, J.; Langrock, R.; Lengersdorf, D.; Müller, D.; Quante, M.; Rauthmann, J.; Reinhold, K.; Richter, H.; Schwering, A.; Stoll, A.; Stummer, C.; Wittmann, M. (Unpublished): Interdisciplinary perspectives on individualisation in environments Interdisciplinary Journal of Philosophy
    PUB
     
  • [80]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961460
    Nathan, R.; Monk, C. T.; Arlinghaus, R.; Adam, T.; Alos, J.; Assaf, M.; Baktoft, H.; Beardsworth, C. E.; Bertram, M. G.; Bijleveld, A. I.; Brodin, T.; Brooks, J. L.; Campos-Candela, A.; Cooke, S. J.; Gjelland, K. O.; Gupte, P. R.; Harel, R.; Hellstrom, G.; Jeltsch, F.; Killen, S. S.; Klefoth, T.; Langrock, R.; Lennox, R. J.; Lourie, E.; Madden, J. R.; Orchan, Y.; Pauwels, I. S.; Riha, M.; Roeleke, M.; Schlagel, U. E.; Shohami, D.; Signer, J.; Toledo, S.; Vilk, O.; Westrelin, S.; Whiteside, M. A.; Jaric, I. (2022): Big-data approaches lead to an increased understanding of the ecology of animal movement Science,375:(6582):eabg1780
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [79]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960422
    Ulrich, M.; Jahnke, H.; Langrock, R.; Pesch, R.; Senge, R. (2022): Classification-based model selection in retail demand forecasting International Journal of Forecasting ,38:(1): 209-223.
    PUB | DOI | WoS
     
  • [78]
    2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2947369
    Mews, S.; Langrock, R.; Ötting, M.; Yaqine, H.; Reinecke, J. (2022): Maximum approximate likelihood estimation of general continuous-time state-space models Statistical Modelling,1471082X211065785
    PUB | DOI | WoS
     
  • [77]
    2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2967111
    Lieber, L.; Füchtencordsjürgen, C.; Hilder, R. L.; Revering, P.; Siekmann, I.; Langrock, R.; Nimmo-Smith, W. A. M. (2022): Selective foraging behavior of seabirds in small-scale slicks Limnology and Oceanography Letters
    PUB | DOI | WoS
     
  • [76]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964341
    Mews, S.; Langrock, R.; King, R.; Quick, N. (2022): Multistate capture–recapture models for irregularly sampled data Annals of Applied Statistics,16:(2): 982-998.
    PUB | DOI | WoS
     
  • [75]
    2022 | Preprint | Veröffentlicht | PUB-ID: 2963063
    Winkelmann, D.; Ulrich, M.; Römer, M.; Langrock, R.; Jahnke, H. (2022): Dynamic Stochastic Inventory Management in E-Grocery Retailing: The Value of Probabilistic Information arXiv:2205.06572
    PUB | DOI | arXiv
     
  • [74]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071 OA
    Nagel, R.; Mews, S.; Adam, T.; Stainfield, C.; Fox-Clarke, C.; Toscani, C.; Langrock, R.; Forcada, J.; Hoffman, J. (2021): Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups Scientific reports,11:(1):14323
    PUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint
     
  • [73]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327 OA
    Ötting, M.; Langrock, R.; Maruotti, A. (2021): A copula-based multivariate hidden Markov model for modelling momentum in football AStA Advances in Statistical Analysis
    PUB | PDF | DOI | WoS
     
  • [72]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941031
    Ulrich, M.; Jahnke, H.; Langrock, R.; Pesch, R.; Senge, R. (2021): Distributional regression for demand forecasting in e-grocery European Journal of Operational Research,294:(3): 831-842.
    PUB | DOI | WoS
     
  • [71]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458 OA
    Schwarz, J.; Mews, S.; De Rango, E.; Langrock, R.; Piedrahita, P.; Páez-Rosas, D.; Krüger, O. (2021): Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predator Oecologia,195:(2): 313–325.
    PUB | PDF | DOI | WoS | PubMed | Europe PMC
     
  • [70]
    2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978258
    Deutscher, C.; Michels, R.; Ötting, M.; Langrock, R. (2021): Patterns of betting behavior for news in live betting markets. In: Christian Deutscher; Pamela Wicker (Hrsg.): 12th ESEA Conference on Sport Economics – Book of Abstracts. S. 33-35.
    PUB
     
  • [69]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957903
    Williams, R.; Ashe, E.; Yruretagoyena, L.; Mastick, N.; Siple, M.; Wood, J.; Joy, R.; Langrock, R.; Mews, S.; Finne, E. (2021): Reducing vessel noise increases foraging in endangered killer whales Marine Pollution Bulletin,173:(Pt A):112976
    PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [68]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2954297
    Lieber, L.; Langrock, R.; Nimmo-Smith, W. A. 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
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [67]
    2021 | Preprint | Veröffentlicht | PUB-ID: 2955065
    Krüger, O.; Anaya-Rojas, J.; Caspers, B.; Chakarov, N.; Elliott-Graves, A.; Fricke, C.; Gadau, J.; Goßmann, T.; Hoffman, J.; Kaiser, M. I.; Kaiser, S.; Korsten, P.; Krohs, U.; Kurtz, J.; Langrock, R.; Müller, C.; Peuß, R.; Reinhold, K.; Richter, H.; Sachser, N.; Schielzeth, H.; Schmoll, T.; Stanewsky, R.; Szekely, T.; Weissing, F. J.; Wittmann, M.; Xu, S. (2021): Individualised niches: an integrative conceptual framework across behaviour, ecology, and evolution EcoEvoRxiv
    PUB | DOI
     
  • [66]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950106
    Byrnes, E. E.; Daly, R.; Leos-Barajas, V.; Langrock, R.; Gleiss, A. C. (2021): Evaluating the constraints governing activity patterns of a coastal marine top predator Marine Biology,168:(1):11
    PUB | DOI | WoS
     
  • [65]
    2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763
    Pohle, J. M.; Adam, T.; Langrock, R.; Beumer, L. (2020): Flexible estimation of the state dwell-time distribution in hidden semi-Markov models. In: Itziar Irigoien; Dae-Jin Lee; Joaquín Martínez-Minaya; María Xosé Rodríguez-Álvarez (Hrsg.): Proceedings of the 35th International Workshop on Statistical Modelling. Part I. Bilbao: Universidad del País Vasco. S. 189-193.
    PUB
     
  • [64]
    2020 | Preprint | PUB-ID: 2955083
    Mews, S.; Langrock, R.; Ötting, M.; Yaqine, H.; Reinecke, J. (2020): Maximum approximate likelihood estimation of general continuous-time state-space models arXiv:2010.14883
    PUB | arXiv
     
  • [63]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474 OA
    Ötting, M.; Deutscher, C.; Schneemann, S.; Langrock, R.; Gehrmann, S.; Scholten, H. (2020): Performance under pressure in skill tasks: An analysis of professional darts PLOS ONE,15:(2):e0228870
    PUB | Dateien verfügbar | DOI | WoS | PubMed | Europe PMC
     
  • [62]
    2020 | Preprint | PUB-ID: 2955084
    Mews, S.; Langrock, R.; King, R.; Quick, N. (2020): Continuous-time multi-state capture-recapture models arXiv:2002.10997
    PUB | arXiv
     
  • [61]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945202
    Harrington, K. J.; Fahlbusch, J. A.; Langrock, R.; Therrien, J. - F.; Houtz, J. L.; McDonald, B. I. (2020): Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands Animal Biotelemetry,8:(1):27
    PUB | DOI | WoS
     
  • [60]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171 OA
    Ötting, M.; Langrock, R.; Deutscher, C.; Leos-Barajas, V. (2020): The hot hand in professional darts Journal of the Royal Statistical Society. Series A,183:(2): 565-580.
    PUB | PDF | DOI | Download (ext.) | WoS
     
  • [59]
    2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946671
    Pohle, J. M.; Langrock, R.; Schaar, M. van der; King, R.; Jensen, F. H. (2020): A primer on coupled state-switching models for multiple interacting time series Statistical Modelling,1471082X2095642
    PUB | DOI | WoS
     
  • [58]
    2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946641
    McClintock, B. T.; Langrock, R.; Gimenez, O.; Cam, E.; Borchers, D. L.; Glennie, R.; Patterson, T. A. (2020): Uncovering ecological state dynamics with hidden Markov models Ecology Letters,ele.13610
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [57]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943857
    Beumer, L. T.; Pohle, J. M.; Schmidt, N. M.; Chimienti, M.; Desforges, J. - P.; Hansen, L. H.; Langrock, R.; Pedersen, S. H.; Stelvig, M.; van Beest, F. 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
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [56]
    2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943379
    Glennie, R.; Buckland, S. T.; Langrock, R.; Gerrodette, T.; Ballance, L. T.; Chivers, S. J.; Scott, M. D. (2020): Incorporating animal movement into distance sampling Journal of the American Statistical Association, 1-17.
    PUB | DOI | WoS
     
  • [55]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675
    Adam, T.; Langrock, R.; Weiß, C. (2019): Non-parametric inference in hidden Markov models for time series of counts. In: Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. S. 135-140.
    PUB
     
  • [54]
    2019 | Konferenzbeitrag | PUB-ID: 2941674
    Adam, T.; Langrock, R.; Kneib, T. (2019): Model-based clustering of time series data: a flexible approach using non-parametric state-switching quantile regression models. In: Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. S. 19-22.
    PUB
     
  • [53]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934781
    van Beest, F. M.; Mews, S.; Elkenkamp, S.; Schuhmann, P.; Tsolak, D.; Wobbe, T.; Bartolino, V.; Bastardie, F.; Dietz, R.; von Dorrien, C.; Galatius, A.; Karlsson, O.; McConnell, B.; Nabe-Nielsen, J.; Olsen, M. T.; Teilmann, J.; Langrock, R. (2019): Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov model Scientific Reports,9:(1):5642
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [52]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941679
    Pohle, J. M.; Ötting, M.; Jensen, F. H.; Langrock, R. (2019): Modeling interactions between individuals using coupled hidden Markov models. In: Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. S. 57-61.
    PUB
     
  • [51]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941678
    Ötting, M.; Langrock, R.; Maruotti, A. (2019): A copula-based multivariate hidden Markov model for modelling momentum in football. In: Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. S. 125-129.
    PUB
     
  • [50]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941676
    Mews, S.; Langrock, R.; King, R.; Schemm, J.; Janzen, I.; Quick, N. (2019): A continuous-time capture-recapture model for annual movements of bottlenose dolphins. In: Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. S. 169-174.
    PUB
     
  • [49]
    2019 | Diskussionspapier | Veröffentlicht | PUB-ID: 2932990 OA
    Ulrich, M.; Jahnke, H.; Langrock, R.; Pesch, R.; Senge, R. (2019): Distributional regression for demand forecasting in e-grocery. Bielefeld: Bielefeld University, Department of Business Administration and Economics.
    PUB | PDF | DOI
     
  • [48]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
    Adam, T.; Griffiths, C. A.; Leos-Barajas, V.; Meese, E. N.; Lowe, C. G.; Blackwell, P. G.; Righton, D.; Langrock, R. (2019): Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models Methods in Ecology and Evolution,10:(9): 1536-1550.
    PUB | DOI | WoS
     
  • [47]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
    Adam, T.; Langrock, R.; Weiß, C. H. (2019): Penalized estimation of flexible hidden Markov models for time series of counts Metron,77:(2): 87-104.
    PUB | DOI | WoS
     
  • [46]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936765
    Bulla, J.; Langrock, R.; Maruotti, A. (2019): Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications” Metron,77:(2): 63-66.
    PUB | DOI | WoS
     
  • [45]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932997
    Ötting, M.; Langrock, R.; Deutscher, C. (2018): Integrating multiple data sources in match-fixing warning systems Statistical Modelling,18:(5-6): 483-504.
    PUB | DOI | WoS
     
  • [44]
    2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933003
    Ötting, M.; Langrock, R.; Deutscher, C.; Leos-Barajas, V. (2018): The hot hand in professional darts. In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. S. 231-236.
    PUB
     
  • [43]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2921189
    Papastamatiou, Y. P.; Watanabe, Y. Y.; Demšar, U.; Leos-Barajas, V.; Bradley, D.; Langrock, R.; Weng, K.; Lowe, C. G.; Friedlander, A. M.; Caselle, J. E. (2018): Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming Movement Ecology,6:(1):9
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [42]
    2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941680
    Langrock, R.; Ulrich, M.; Jahnke, H.; Pesch, R.; Senge, R. (2018): Distributional regression for demand forecasting in e-grocery — a case study. In: Proceedings of the 33rd International Workshop on Statistical Modelling. Volume 2. S. 171-176.
    PUB
     
  • [41]
    2018 | Konferenzbeitrag | PUB-ID: 2933004
    Pohle, J. M.; King, R.; van der Schaar, M.; Langrock, R. (2018): Coupled Markov-switching regression: inference and a case study using electronic health record data. In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. S. 242-246.
    PUB
     
  • [40]
    2018 | Konferenzbeitrag | PUB-ID: 2933002
    Adam, T.; Mayr, A.; Kneib, T.; Langrock, R. (2018): Statistical boosting for Markov-switching distributional regression models. In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. S. 30-35.
    PUB
     
  • [39]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695
    Hambuckers, J.; Kneib, T.; Langrock, R.; Sohn, A. (2018): A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses models Quantitative Finance,18:(10): 1679-1698.
    PUB | DOI | WoS
     
  • [38]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
    Langrock, R.; Adam, T.; Leos-Barajas, V.; Mews, S.; Miller, D. L.; Papastamatiou, Y. P. (2018): Spline-based nonparametric inference in general state-switching models Statistica Neerlandica,72:(3): 179-200.
    PUB | DOI | Download (ext.) | WoS
     
  • [37]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
    Leos-Barajas, V.; Gangloff, E. J.; Adam, T.; Langrock, R.; van Beest, F. M.; Nabe-Nielsen, J.; Morales, J. 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.
    PUB | DOI | WoS
     
  • [36]
    2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913895
    Ötting, M.; Deutscher, C.; Langrock, R. (2017): Detecting Match-Fixing in the Italian Serie B Using Flexible Regression. In: Marco Grzegorczyk,; Giacomo Ceoldo (Hrsg.): Proceedings of the 32nd International Workshop on Statistical Modelling. Volume II. S. 243-246.
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  • [35]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902625
    Langrock, R.; Kneib, T.; Glennie, R.; Michelot, T. (2017): Markov-switching generalized additive models Statistics and Computing,27:(1): 259-270.
    PUB | DOI | WoS
     
  • [34]
    2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894
    Adam, T.; Leos-Barajas, V.; Langrock, R.; van Beest, F. (2017): Using hierarchical hidden Markov models for joint inference at multiple temporal scales. In: Marco Grzegorczyk; Giacomo Ceoldo (Hrsg.): Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Groningen: Univ. of Groningen.
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  • [33]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910999
    Michelot, T.; Langrock, R.; Bestley, S.; Jonsen, I. D.; Photopoulou, T.; Patterson, T. A. (2017): Estimation and simulation of foraging trips in land-based marine predators Ecology,98:(7): 1932-1944.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [32]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909601
    Abanto-Valle, C. A.; Langrock, R.; Chen, M. - H.; Cardoso, M. 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.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [31]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989
    Pohle, J.; Langrock, R.; van Beest, F. M.; Schmidt, N. M. (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.
    PUB | DOI | WoS
     
  • [30]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906537
    Leos-Barajas, V.; Photopoulou, T.; Langrock, R.; Patterson, T. A.; Watanabe, Y. Y.; Murgatroyd, M.; Papastamatiou, Y. P. (2017): Analysis of animal accelerometer data using hidden Markov models Methods in Ecology and Evolution,8:(2): 161-173.
    PUB | DOI | WoS
     
  • [29]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117
    Popov, V.; Langrock, R.; DeRuiter, S. L.; Visser, F. (2017): An analysis of pilot whale vocalization activity using hidden Markov models The Journal of the Acoustical Society of America,141:(1): 159-171.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [28]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914958
    Langrock, R.; Borchers, D. L. (2017): Guest editors’ introduction to the special issue on “Ecological Statistics” AStA Advances in Statistical Analysis,101:(4): 345-347.
    PUB | DOI | WoS
     
  • [27]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885
    Hooten, M. B.; King, R.; Langrock, R. (2017): Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling” Journal of Agricultural, Biological and Environmental Statistics,22:(3): 224-231.
    PUB | DOI | WoS
     
  • [26]
    2017 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2913884
    Patterson, T. A.; Parton, A.; Langrock, R.; Blackwell, P. G.; Thomas, L.; King, R. (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.
    PUB | DOI | WoS
     
  • [25]
    2017 | Konferenzbeitrag | PUB-ID: 2913896
    Pohle, J. M.; Langrock, R. (2017): Pragmatic order selection in hidden Markov models. In: Proceedings of the 32nd IWSM Vol. 1.
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  • [24]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910166
    DeRuiter, S. L.; Langrock, R.; Skirbutas, T.; Goldbogen, J. A.; Calambokidis, J.; Friedlaender, A. S.; Southall, B. 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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  • [23]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902626
    Towner, A. V.; Leos-Barajas, V.; Langrock, R.; Schick, R. S.; Smale, M. J.; Kaschke, T.; Jewell, O. J. D.; Papastamatiou, Y. P. (2016): Sex-specific and individual preferences for hunting strategies in white sharks Functional Ecology,30:(8): 1397-1407.
    PUB | DOI | WoS
     
  • [22]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902988
    Michelot, T.; Langrock, R.; Patterson, T. A. (2016): moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov models Methods Ecol Evol,7:(11): 1308-1315.
    PUB | DOI | WoS
     
  • [21]
    2016 | Monographie | Veröffentlicht | PUB-ID: 2906538
    Zucchini, W.; MacDonald, I. L.; Langrock, R. (2016): Hidden Markov Models for Time Series: An Introduction Using R. 2. Boca Raton: CRC Press, Taylor & Francis.
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  • [20]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902629
    Borchers, D. L.; Langrock, R. (2015): Double-observer line transect surveys with Markov-modulated Poisson process models for animal availability Biometrics,71:(4): 1060-1069.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [19]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627
    King, R.; Langrock, R. (2015): Semi-Markov Arnason-Schwarz models Biometrics,72:(2): 619-628.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [18]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902631
    Langrock, R.; Michelot, T.; Sohn, A.; Kneib, T. (2015): Semiparametric stochastic volatility modelling using penalized splines Computational Statistics,30:(2): 517-537.
    PUB | DOI | WoS
     
  • [17]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628
    Michelot, T.; Langrock, R.; Kneib, T.; King, R. (2015): Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models Biometrical Journal,58:(1): 222-239.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [16]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630
    Langrock, R.; Kneib, T.; Sohn, A.; DeRuiter, S. L. (2015): Nonparametric inference in hidden Markov models using P-splines Biometrics,71:(2): 520-528.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [15]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902632
    McKellar, A. E.; Langrock, R.; Walters, J. R.; Kesler, D. C. (2014): Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird Behavioral Ecology,26:(1): 148-157.
    PUB | DOI | WoS
     
  • [14]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902633
    Langrock, R.; Heidenreich, N. - B.; Sperlich, S. (2014): Kernel-based semiparametric multinomial logit modelling of political party preferences Statistical Methods & Applications,23:(3): 435-449.
    PUB | DOI | WoS
     
  • [13]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902635
    Langrock, R.; Hopcraft, J. G. C.; Blackwell, P. G.; Goodall, V.; King, R.; Niu, M.; Patterson, T. A.; Pedersen, M. W.; Skarin, A.; Schick, R. S. (2014): Modelling group dynamic animal movement Methods in Ecology and Evolution,5:(2): 190-199.
    PUB | DOI | WoS
     
  • [12]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620
    Langrock, R.; Borchers, D. L.; Skaug, H. 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.
    PUB | DOI | WoS
     
  • [11]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634
    Langrock, R.; Marques, T. A.; Baird, R. W.; Thomas, L. (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.
    PUB | DOI | WoS
     
  • [10]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622
    Langrock, R.; Swihart, B. J.; Caffo, B. S.; Punjabi, N. M.; Crainiceanu, C. M. (2013): Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms Statistics in Medicine,32:(19): 3342-3356.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [9]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636
    Borchers, D. L.; Zucchini, W.; Heide-Jørgensen, M. P.; Cañadas, A.; Langrock, R. (2013): Using hidden Markov models to deal with availability bias on line transect surveys Biometrics,69:(3): 703-713.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [8]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902624
    Langrock, R.; King, R. (2013): Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariates Ann. Appl. Stat.,7:(3): 1709-1732.
    PUB | DOI | WoS
     
  • [7]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902637
    Schliehe-Diecks, S.; Kappeler, P. M.; Langrock, R. (2012): On the application of mixed hidden Markov models to multiple behavioural time series Interface Focus,2:(2): 180-189.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [6]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902619
    Wichelhaus, C.; Langrock, R. (2012): Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processes Electronic Journal of Statistics,6: 1670-1714.
    PUB | DOI | WoS
     
  • [5]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621
    Langrock, R.; King, R.; Matthiopoulos, J.; Thomas, L.; Fortin, D.; Morales, J. M. (2012): Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions Ecology,93:(11): 2336-2342.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [4]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902623
    Langrock, R. (2012): Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009 Australian & New Zealand Journal of Statistics,54:(3): 261-279.
    PUB | DOI | WoS
     
  • [3]
    2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902618
    Langrock, R.; MacDonald, I. L.; Zucchini, W. (2011): Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models Journal of Empirical Finance,19:(1): 147-161.
    PUB | DOI | WoS
     
  • [2]
    2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902617
    Langrock, R. (2011): Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov models Journal of Applied Statistics,38:(12): 2955-2970.
    PUB | DOI | WoS
     
  • [1]
    2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902616
    Langrock, R.; Zucchini, W. (2011): Hidden Markov models with arbitrary state dwell-time distributions Computational Statistics & Data Analysis,55:(1): 715-724.
    PUB | DOI | WoS
     
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