PUB - Publikationen an der Universität Bielefeld

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• [64]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985771

  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. (2024).

  PUB | PDF | DOI | Download (ext.) | WoS
   
• [63]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982778

  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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• [62]
  

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

  Michels, R., Ötting, M., Langrock, R.: Bettors’ reaction to match dynamics: Evidence from in-game betting. European Journal of Operational Research. (In Press).

  PUB | DOI | Download (ext.) | WoS
   
• [61]
  

  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.: Interdisciplinary perspectives on individualisation in environments. Interdisciplinary Journal of Philosophy. (Unpublished).

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• [60]
  

  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
   
• [59]
  

  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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• [58]
  

  2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | 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. : 1471082X211065785 (2022).

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• [57]
  

  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).

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• [56]
  

  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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• [55]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071

  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
   
• [54]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327

  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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• [53]
  

  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).

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• [52]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458

  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
   
• [51]
  

  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
   
• [50]
  

  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).

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [49]
  

  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).

  PUB | DOI | WoS
   
• [48]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474

  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
   
• [47]
  

  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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• [46]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171

  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
   
• [45]
  

  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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• [44]
  

  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).

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [43]
  

  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
   
• [42]
  

  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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• [41]
  

  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).

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [40]
  

  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).

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• [39]
  

  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).

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• [38]
  

  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).

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• [37]
  

  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).

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• [36]
  

  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).

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [35]
  

  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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• [34]
  

  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
   
• [33]
  

  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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• [32]
  

  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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• [31]
  

  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).

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [30]
  

  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).

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [29]
  

  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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• [28]
  

  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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• [27]
  

  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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• [26]
  

  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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• [25]
  

  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).

  PUB | DOI | WoS
   
• [24]
  

  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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• [23]
  

  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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• [22]
  

  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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• [21]
  

  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).

  PUB | DOI | WoS
   
• [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).

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

  2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627

  King, R., Langrock, R.: Semi-Markov Arnason-Schwarz models. Biometrics. 72, 619-628 (2015).

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [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).

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• [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).

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• [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).

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• [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).

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• [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).

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• [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).

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• [11]
  

  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).

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• [10]
  

  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
   
• [9]
  

  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
   
• [8]
  

  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).

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• [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).

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• [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).

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• [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).

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• [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).

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• [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).

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• [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).

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