Roland Langrock

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

84 Publikationen

Alle markieren

  • [84]
    2024 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2999632
    Silvério, J.T., Tachinardi, P., Langrock, R., Kramer-Sunderbrink, A., Oda, G.A., Valentinuzzi, V.S.: Changes in daily activity patterns throughout the year in a free-living South American subterranean rodent (<i>Ctenomys coludo</i>). Mammalian Biology. (2024).
    PUB | DOI | WoS
     
  • [83]
    2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985771 OA
    Ötting, M., Michels, R., Langrock, R., Deutscher, C.: Demand for live betting: An analysis using state‐space models. Applied Stochastic Models in Business and Industry. 40, (2024).
    PUB | PDF | DOI | Download (ext.) | WoS
     
  • [82]
    2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2947369
    Mews, S., Langrock, R., Ötting, M., Yaqine, H., Reinecke, J.: Maximum approximate likelihood estimation of general continuous-time state-space models. Statistical Modelling. 24, 09-28 (2024).
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  • [81]
    2023 | Preprint | Veröffentlicht | PUB-ID: 3000085
    Koslik, J.-O., Feldmann, C., Mews, S., Michels, R., Langrock, R.: Inference on the state process of periodically inhomogeneous hidden Markov models for animal behavior. (2023).
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  • [80]
    2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2983137
    Stoye, F., Langrock, R.: Autoregressive hidden Markov models for high-resolution animal movement data. In: Bergherr, E., Groll, A., and Mayr, A. (eds.) Proceedings of the 37th International Workshop on Statistical Modelling. Part II. p. 294-299. (2023).
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  • [79]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978064
    Michels, R., Ötting, M., Langrock, R.: Bettors’ reaction to match dynamics: Evidence from in-game betting. European Journal of Operational Research. 310, 1118-1127 (2023).
    PUB | DOI | Download (ext.) | WoS
     
  • [78]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982778 OA
    Feldmann, C., Mews, S., Coculla, A., Stanewsky, R., Langrock, R.: Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov Models. Journal of Statistical Theory and Practice . 17, : 45 (2023).
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  • [77]
    2022 | Preprint | Veröffentlicht | PUB-ID: 2963063
    Winkelmann, D., Ulrich, M., Römer, M., Langrock, R., Jahnke, H.: Dynamic Stochastic Inventory Management in E-Grocery Retailing: The Value of Probabilistic Information. arXiv:2205.06572. (2022).
    PUB | DOI | arXiv
     
  • [76]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964341
    Mews, S., Langrock, R., King, R., Quick, N.: Multistate capture–recapture models for irregularly sampled data. Annals of Applied Statistics. 16, 982-998 (2022).
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  • [75]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960422
    Ulrich, M., Jahnke, H., Langrock, R., Pesch, R., Senge, R.: Classification-based model selection in retail demand forecasting. International Journal of Forecasting . 38, 209-223 (2022).
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  • [74]
    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.: Big-data approaches lead to an increased understanding of the ecology of animal movement. Science. 375, : eabg1780 (2022).
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [73]
    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.: Selective foraging behavior of seabirds in small-scale slicks. Limnology and Oceanography Letters . (2022).
    PUB | DOI | WoS
     
  • [72]
    2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978258
    Deutscher, C., Michels, R., Ötting, M., Langrock, R.: Patterns of betting behavior for news in live betting markets. In: Deutscher, C. and Wicker, P. (eds.) 12th ESEA Conference on Sport Economics – Book of Abstracts. p. 33-35. (2021).
    PUB
     
  • [71]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458 OA
    Schwarz, J., Mews, S., De Rango, E., Langrock, R., Piedrahita, P., Páez-Rosas, D., Krüger, O.: Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predator. Oecologia. 195, 313–325 (2021).
    PUB | PDF | DOI | WoS | PubMed | Europe PMC
     
  • [70]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941031
    Ulrich, M., Jahnke, H., Langrock, R., Pesch, R., Senge, R.: Distributional regression for demand forecasting in e-grocery. European Journal of Operational Research. 294, 831-842 (2021).
    PUB | DOI | WoS
     
  • [69]
    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.: Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups. Scientific reports. 11, : 14323 (2021).
    PUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint
     
  • [68]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327 OA
    Ötting, M., Langrock, R., Maruotti, A.: A copula-based multivariate hidden Markov model for modelling momentum in football. AStA Advances in Statistical Analysis. (2021).
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  • [67]
    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.: Reducing vessel noise increases foraging in endangered killer whales. Marine Pollution Bulletin. 173, : 112976 (2021).
    PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [66]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2954297
    Lieber, L., Langrock, R., Nimmo-Smith, W.A.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, : 20210592 (2021).
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  • [65]
    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.: Individualised niches: an integrative conceptual framework across behaviour, ecology, and evolution. EcoEvoRxiv. (2021).
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  • [64]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950106
    Byrnes, E.E., Daly, R., Leos-Barajas, V., Langrock, R., Gleiss, A.C.: Evaluating the constraints governing activity patterns of a coastal marine top predator. Marine Biology. 168, : 11 (2021).
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  • [63]
    2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763
    Pohle, J.M., Adam, T., Langrock, R., Beumer, L.: Flexible estimation of the state dwell-time distribution in hidden semi-Markov models. In: Irigoien, I., Lee, D.-J., Martínez-Minaya, J., and Rodríguez-Álvarez, M.X. (eds.) Proceedings of the 35th International Workshop on Statistical Modelling. Part I. p. 189-193. Universidad del País Vasco, Bilbao (2020).
    PUB
     
  • [62]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474 OA
    Ötting, M., Deutscher, C., Schneemann, S., Langrock, R., Gehrmann, S., Scholten, H.: Performance under pressure in skill tasks: An analysis of professional darts. PLOS ONE. 15, : e0228870 (2020).
    PUB | Dateien verfügbar | DOI | WoS | PubMed | Europe PMC
     
  • [61]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945202
    Harrington, K.J., Fahlbusch, J.A., Langrock, R., Therrien, J.-F., Houtz, J.L., McDonald, B.I.: Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands. Animal Biotelemetry. 8, : 27 (2020).
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  • [60]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171 OA
    Ötting, M., Langrock, R., Deutscher, C., Leos-Barajas, V.: The hot hand in professional darts. Journal of the Royal Statistical Society. Series A. 183, 565-580 (2020).
    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.: A primer on coupled state-switching models for multiple interacting time series. Statistical Modelling. : 1471082X2095642 (2020).
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  • [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.: Uncovering ecological state dynamics with hidden Markov models. Ecology Letters. : ele.13610 (2020).
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  • [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.: An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore. Movement Ecology. 8, : 25 (2020).
    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.: Incorporating animal movement into distance sampling. Journal of the American Statistical Association. 1-17 (2020).
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  • [55]
    2019 | Diskussionspapier | Veröffentlicht | PUB-ID: 2932990 OA
    Ulrich, M., Jahnke, H., Langrock, R., Pesch, R., Senge, R.: Distributional regression for demand forecasting in e-grocery. Universität Bielefeld Working Papers in Economics and Management, 09-2018. Bielefeld University, Department of Business Administration and Economics, Bielefeld (2019).
    PUB | PDF | DOI
     
  • [54]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675
    Adam, T., Langrock, R., Weiß, C.: Non-parametric inference in hidden Markov models for time series of counts. Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. p. 135-140. (2019).
    PUB
     
  • [53]
    2019 | Konferenzbeitrag | PUB-ID: 2941674
    Adam, T., Langrock, R., Kneib, T.: 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. p. 19-22. (2019).
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  • [52]
    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.: Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov model. Scientific Reports. 9, : 5642 (2019).
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  • [51]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941679
    Pohle, J.M., Ötting, M., Jensen, F.H., Langrock, R.: Modeling interactions between individuals using coupled hidden Markov models. Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. p. 57-61. (2019).
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  • [50]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941678
    Ötting, M., Langrock, R., Maruotti, A.: A copula-based multivariate hidden Markov model for modelling momentum in football. Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. p. 125-129. (2019).
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  • [49]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941676
    Mews, S., Langrock, R., King, R., Schemm, J., Janzen, I., Quick, N.: A continuous-time capture-recapture model for annual movements of bottlenose dolphins. Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. p. 169-174. (2019).
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  • [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.: Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models. Methods in Ecology and Evolution. 10, 1536-1550 (2019).
    PUB | DOI | WoS
     
  • [47]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
    Adam, T., Langrock, R., Weiß, C.H.: Penalized estimation of flexible hidden Markov models for time series of counts. Metron. 77, 87-104 (2019).
    PUB | DOI | WoS
     
  • [46]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936765
    Bulla, J., Langrock, R., Maruotti, A.: Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications”. Metron. 77, 63-66 (2019).
    PUB | DOI | WoS
     
  • [45]
    2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941680
    Langrock, R., Ulrich, M., Jahnke, H., Pesch, R., Senge, R.: Distributional regression for demand forecasting in e-grocery — a case study. Proceedings of the 33rd International Workshop on Statistical Modelling. Volume 2. p. 171-176. (2018).
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  • [44]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932997
    Ötting, M., Langrock, R., Deutscher, C.: Integrating multiple data sources in match-fixing warning systems. Statistical Modelling. 18, 483-504 (2018).
    PUB | DOI | WoS
     
  • [43]
    2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933003
    Ötting, M., Langrock, R., Deutscher, C., Leos-Barajas, V.: The hot hand in professional darts. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. p. 231-236. (2018).
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  • [42]
    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.: Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming. Movement Ecology. 6, : 9 (2018).
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  • [41]
    2018 | Konferenzbeitrag | PUB-ID: 2933004
    Pohle, J.M., King, R., van der Schaar, M., Langrock, R.: 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. p. 242-246. (2018).
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  • [40]
    2018 | Konferenzbeitrag | PUB-ID: 2933002
    Adam, T., Mayr, A., Kneib, T., Langrock, R.: Statistical boosting for Markov-switching distributional regression models. Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. p. 30-35. (2018).
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  • [39]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695
    Hambuckers, J., Kneib, T., Langrock, R., Sohn, A.: A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses models. Quantitative Finance. 18, 1679-1698 (2018).
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  • [38]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
    Langrock, R., Adam, T., Leos-Barajas, V., Mews, S., Miller, D.L., Papastamatiou, Y.P.: Spline-based nonparametric inference in general state-switching models. Statistica Neerlandica. 72, 179-200 (2018).
    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.: 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, 232–248 (2017).
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  • [36]
    2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913895
    Ötting, M., Deutscher, C., Langrock, R.: Detecting Match-Fixing in the Italian Serie B Using Flexible Regression. In: Grzegorczyk,, M. and Ceoldo, G. (eds.) Proceedings of the 32nd International Workshop on Statistical Modelling. Volume II. p. 243-246. (2017).
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  • [35]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902625
    Langrock, R., Kneib, T., Glennie, R., Michelot, T.: Markov-switching generalized additive models. Statistics and Computing. 27, 259-270 (2017).
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  • [34]
    2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894
    Adam, T., Leos-Barajas, V., Langrock, R., van Beest, F.: Using hierarchical hidden Markov models for joint inference at multiple temporal scales. In: Grzegorczyk, M. and Ceoldo, G. (eds.) Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Univ. of Groningen, Groningen (2017).
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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.: Estimation and simulation of foraging trips in land-based marine predators. Ecology. 98, 1932-1944 (2017).
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  • [32]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909601
    Abanto-Valle, C.A., Langrock, R., Chen, M.-H., Cardoso, M.V.: Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions. Applied Stochastic Models in Business and Industry. 33, 394–408 (2017).
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  • [31]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989
    Pohle, J., Langrock, R., van Beest, F.M., Schmidt, N.M.: Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal Movement. Journal of Agricultural, Biological and Environmental Statistics. 22, 270–293 (2017).
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  • [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.: Analysis of animal accelerometer data using hidden Markov models. Methods in Ecology and Evolution. 8, 161-173 (2017).
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  • [29]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117
    Popov, V., Langrock, R., DeRuiter, S.L., Visser, F.: An analysis of pilot whale vocalization activity using hidden Markov models. The Journal of the Acoustical Society of America. 141, 159-171 (2017).
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  • [28]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914958
    Langrock, R., Borchers, D.L.: Guest editors’ introduction to the special issue on “Ecological Statistics”. AStA Advances in Statistical Analysis. 101, 345-347 (2017).
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  • [27]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885
    Hooten, M.B., King, R., Langrock, R.: Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling”. Journal of Agricultural, Biological and Environmental Statistics. 22, 224-231 (2017).
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  • [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.: Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges. AStA Advances in Statistical Analysis. 101, 399-438 (2017).
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  • [25]
    2017 | Konferenzbeitrag | PUB-ID: 2913896
    Pohle, J.M., Langrock, R.: Pragmatic order selection in hidden Markov models. Proceedings of the 32nd IWSM Vol. 1. (2017).
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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.: A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure. The Annals of Applied Statistics. 11, 362-392 (2017).
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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.: Sex-specific and individual preferences for hunting strategies in white sharks. Functional Ecology. 30, 1397-1407 (2016).
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  • [22]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902988
    Michelot, T., Langrock, R., Patterson, T.A.: moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov models. Methods Ecol Evol. 7, 1308-1315 (2016).
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  • [21]
    2016 | Monographie | Veröffentlicht | PUB-ID: 2906538
    Zucchini, W., MacDonald, I.L., Langrock, R.: Hidden Markov Models for Time Series: An Introduction Using R. Monographs on statistics and applied probability, 150, 2nd ed. CRC Press, Taylor & Francis, Boca Raton (2016).
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  • [20]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902629
    Borchers, D.L., Langrock, R.: Double-observer line transect surveys with Markov-modulated Poisson process models for animal availability. Biometrics. 71, 1060-1069 (2015).
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  • [19]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627
    King, R., Langrock, R.: Semi-Markov Arnason-Schwarz models. Biometrics. 72, 619-628 (2015).
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  • [18]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902631
    Langrock, R., Michelot, T., Sohn, A., Kneib, T.: Semiparametric stochastic volatility modelling using penalized splines. Computational Statistics. 30, 517-537 (2015).
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  • [17]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628
    Michelot, T., Langrock, R., Kneib, T., King, R.: Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models. Biometrical Journal. 58, 222-239 (2015).
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [16]
    2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630
    Langrock, R., Kneib, T., Sohn, A., DeRuiter, S.L.: Nonparametric inference in hidden Markov models using P-splines. Biometrics. 71, 520-528 (2015).
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [15]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902632
    McKellar, A.E., Langrock, R., Walters, J.R., Kesler, D.C.: Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird. Behavioral Ecology. 26, 148-157 (2014).
    PUB | DOI | WoS
     
  • [14]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902633
    Langrock, R., Heidenreich, N.-B., Sperlich, S.: Kernel-based semiparametric multinomial logit modelling of political party preferences. Statistical Methods & Applications. 23, 435-449 (2014).
    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.: Modelling group dynamic animal movement. Methods in Ecology and Evolution. 5, 190-199 (2014).
    PUB | DOI | WoS
     
  • [12]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620
    Langrock, R., Borchers, D.L., Skaug, H.J.: Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundance. Journal of the American Statistical Association. 108, 840-851 (2013).
    PUB | DOI | WoS
     
  • [11]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622
    Langrock, R., Swihart, B.J., Caffo, B.S., Punjabi, N.M., Crainiceanu, C.M.: Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms. Statistics in Medicine. 32, 3342-3356 (2013).
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [10]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634
    Langrock, R., Marques, T.A., Baird, R.W., Thomas, L.: Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian Components. Journal of Agricultural, Biological, and Environmental Statistics. 19, 82-100 (2013).
    PUB | DOI | WoS
     
  • [9]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902624
    Langrock, R., King, R.: Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariates. Ann. Appl. Stat. 7, 1709-1732 (2013).
    PUB | DOI | WoS
     
  • [8]
    2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636
    Borchers, D.L., Zucchini, W., Heide-Jørgensen, M.P., Cañadas, A., Langrock, R.: Using hidden Markov models to deal with availability bias on line transect surveys. Biometrics. 69, 703-713 (2013).
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [7]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902637
    Schliehe-Diecks, S., Kappeler, P.M., Langrock, R.: On the application of mixed hidden Markov models to multiple behavioural time series. Interface Focus. 2, 180-189 (2012).
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [6]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902619
    Wichelhaus, C., Langrock, R.: Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processes. Electronic Journal of Statistics. 6, 1670-1714 (2012).
    PUB | DOI | WoS
     
  • [5]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621
    Langrock, R., King, R., Matthiopoulos, J., Thomas, L., Fortin, D., Morales, J.M.: Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions. Ecology. 93, 2336-2342 (2012).
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [4]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902623
    Langrock, R.: Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009. Australian & New Zealand Journal of Statistics. 54, 261-279 (2012).
    PUB | DOI | WoS
     
  • [3]
    2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902618
    Langrock, R., MacDonald, I.L., Zucchini, W.: Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models. Journal of Empirical Finance. 19, 147-161 (2011).
    PUB | DOI | WoS
     
  • [2]
    2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902617
    Langrock, R.: Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov models. Journal of Applied Statistics. 38, 2955-2970 (2011).
    PUB | DOI | WoS
     
  • [1]
    2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902616
    Langrock, R., Zucchini, W.: Hidden Markov models with arbitrary state dwell-time distributions. Computational Statistics & Data Analysis. 55, 715-724 (2011).
    PUB | DOI | WoS
     
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