82 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985771
Demand for live betting: An analysis using state‐space modelsPUB | PDF | DOI | Download (ext.) | WoS
Ötting M, Michels R, Langrock R, Deutscher C (2024)
Applied Stochastic Models in Business and Industry 40(2). -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2947369Maximum approximate likelihood estimation of general continuous-time state-space modelsPUB | DOI | WoS
Mews S, Langrock R, Ötting M, Yaqine H, Reinecke J (2024)
Statistical Modelling 24(1): 09-28. -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2983137Autoregressive hidden Markov models for high-resolution animal movement dataPUB
Stoye F, Langrock R (2023)
In: Proceedings of the 37th International Workshop on Statistical Modelling. Part II. Bergherr E, Groll A, Mayr A (Eds); 294-299. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978064Bettors’ reaction to match dynamics: Evidence from in-game bettingPUB | DOI | Download (ext.) | WoS
Michels R, Ötting M, Langrock R (2023)
European Journal of Operational Research 310(3): 1118-1127. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982778
Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov ModelsPUB | Datei | DOI | WoS
Feldmann C, Mews S, Coculla A, Stanewsky R, Langrock R (2023)
Journal of Statistical Theory and Practice 17(3): 45. -
2022 | Preprint | Veröffentlicht | PUB-ID: 2963063Dynamic Stochastic Inventory Management in E-Grocery Retailing: The Value of Probabilistic InformationPUB | DOI | arXiv
Winkelmann D, Ulrich M, Römer M, Langrock R, Jahnke H (2022)
arXiv:2205.06572. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964341Multistate capture–recapture models for irregularly sampled dataPUB | DOI | WoS
Mews S, Langrock R, King R, Quick N (2022)
Annals of Applied Statistics 16(2): 982-998. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960422Classification-based model selection in retail demand forecastingPUB | DOI | WoS
Ulrich M, Jahnke H, Langrock R, Pesch R, Senge R (2022)
International Journal of Forecasting 38(1): 209-223. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961460Big-data approaches lead to an increased understanding of the ecology of animal movementPUB | DOI | WoS | PubMed | Europe PMC
Nathan R, Monk CT, Arlinghaus R, Adam T, Alos J, Assaf M, Baktoft H, Beardsworth CE, Bertram MG, Bijleveld AI, Brodin T, et al. (2022)
Science 375(6582): eabg1780. -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2967111Selective foraging behavior of seabirds in small-scale slicksPUB | DOI | WoS
Lieber L, Füchtencordsjürgen C, Hilder RL, Revering P, Siekmann I, Langrock R, Nimmo-Smith WAM (2022)
Limnology and Oceanography Letters . -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978258Patterns of betting behavior for news in live betting marketsPUB
Deutscher C, Michels R, Ötting M, Langrock R (2021)
In: 12th ESEA Conference on Sport Economics – Book of Abstracts. Deutscher C, Wicker P (Eds); 33-35. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458
Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predatorPUB | PDF | DOI | WoS | PubMed | Europe PMC
Schwarz J, Mews S, De Rango E, Langrock R, Piedrahita P, Páez-Rosas D, Krüger O (2021)
Oecologia 195(2): 313–325. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941031Distributional regression for demand forecasting in e-groceryPUB | DOI | WoS
Ulrich M, Jahnke H, Langrock R, Pesch R, Senge R (2021)
European Journal of Operational Research 294(3): 831-842. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071
Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pupsPUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint
Nagel R, Mews S, Adam T, Stainfield C, Fox-Clarke C, Toscani C, Langrock R, Forcada J, Hoffman J (2021)
Scientific reports 11(1): 14323. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327
A copula-based multivariate hidden Markov model for modelling momentum in footballPUB | PDF | DOI | WoS
Ötting M, Langrock R, Maruotti A (2021)
AStA Advances in Statistical Analysis. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957903Reducing vessel noise increases foraging in endangered killer whalesPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Williams R, Ashe E, Yruretagoyena L, Mastick N, Siple M, Wood J, Joy R, Langrock R, Mews S, Finne E (2021)
Marine Pollution Bulletin 173(Pt A): 112976. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2954297A bird's-eye view on turbulence: seabird foraging associations with evolving surface flow featuresPUB | DOI | WoS | PubMed | Europe PMC
Lieber L, Langrock R, Nimmo-Smith WAM (2021)
Proceedings of the Royal Society B: Biological Sciences 288(1949): 20210592. -
2021 | Preprint | Veröffentlicht | PUB-ID: 2955065Individualised niches: an integrative conceptual framework across behaviour, ecology, and evolutionPUB | DOI
Krüger O, Anaya-Rojas J, Caspers B, Chakarov N, Elliott-Graves A, Fricke C, Gadau J, Goßmann T, Hoffman J, Kaiser MI, Kaiser S, et al. (2021)
EcoEvoRxiv. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950106Evaluating the constraints governing activity patterns of a coastal marine top predatorPUB | DOI | WoS
Byrnes EE, Daly R, Leos-Barajas V, Langrock R, Gleiss AC (2021)
Marine Biology 168(1): 11. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982763Flexible estimation of the state dwell-time distribution in hidden semi-Markov modelsPUB
Pohle JM, Adam T, Langrock R, Beumer L (2020)
In: Proceedings of the 35th International Workshop on Statistical Modelling. Part I. Irigoien I, Lee D-J, Martínez-Minaya J, Rodríguez-Álvarez MX (Eds); Bilbao: Universidad del País Vasco: 189-193. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474
Performance under pressure in skill tasks: An analysis of professional dartsPUB | Dateien verfügbar | DOI | WoS | PubMed | Europe PMC
Ötting M, Deutscher C, Schneemann S, Langrock R, Gehrmann S, Scholten H (2020)
PLOS ONE 15(2): e0228870. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945202Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland IslandsPUB | DOI | WoS
Harrington KJ, Fahlbusch JA, Langrock R, Therrien J-F, Houtz JL, McDonald BI (2020)
Animal Biotelemetry 8(1): 27. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171
The hot hand in professional dartsPUB | PDF | DOI | Download (ext.) | WoS
Ötting M, Langrock R, Deutscher C, Leos-Barajas V (2020)
Journal of the Royal Statistical Society. Series A 183(2): 565-580. -
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946671A primer on coupled state-switching models for multiple interacting time seriesPUB | DOI | WoS
Pohle JM, Langrock R, Schaar M van der, King R, Jensen FH (2020)
Statistical Modelling: 1471082X2095642. -
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946641Uncovering ecological state dynamics with hidden Markov modelsPUB | DOI | WoS | PubMed | Europe PMC
McClintock BT, Langrock R, Gimenez O, Cam E, Borchers DL, Glennie R, Patterson TA (2020)
Ecology Letters: ele.13610. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943857An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivorePUB | DOI | WoS | PubMed | Europe PMC
Beumer LT, Pohle JM, Schmidt NM, Chimienti M, Desforges J-P, Hansen LH, Langrock R, Pedersen SH, Stelvig M, van Beest FM (2020)
Movement Ecology 8(1): 25. -
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943379Incorporating animal movement into distance samplingPUB | DOI | WoS
Glennie R, Buckland ST, Langrock R, Gerrodette T, Ballance LT, Chivers SJ, Scott MD (2020)
Journal of the American Statistical Association: 1-17. -
2019 | Diskussionspapier | Veröffentlicht | PUB-ID: 2932990
Distributional regression for demand forecasting in e-groceryPUB | PDF | DOI
Ulrich M, Jahnke H, Langrock R, Pesch R, Senge R (2019) Universität Bielefeld Working Papers in Economics and Management; 09-2018.
Bielefeld: Bielefeld University, Department of Business Administration and Economics. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941675Non-parametric inference in hidden Markov models for time series of countsPUB
Adam T, Langrock R, Weiß C (2019)
In: Proceedings of the 34th International Workshop on Statistical Modelling, Volume I. 135-140. -
2019 | Konferenzbeitrag | PUB-ID: 2941674Model-based clustering of time series data: a flexible approach using non-parametric state-switching quantile regression modelsPUB
Adam T, Langrock R, Kneib T (2019)
In: Proceedings of the 12th Scientific Meeting on Classification and Data Analysis. 19-22. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934781Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov modelPUB | DOI | WoS | PubMed | Europe PMC
van Beest FM, Mews S, Elkenkamp S, Schuhmann P, Tsolak D, Wobbe T, Bartolino V, Bastardie F, Dietz R, von Dorrien C, Galatius A, et al. (2019)
Scientific Reports 9(1): 5642. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941679Modeling interactions between individuals using coupled hidden Markov modelsPUB
Pohle JM, Ötting M, Jensen FH, Langrock R (2019)
In: Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. 57-61. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941678A copula-based multivariate hidden Markov model for modelling momentum in footballPUB
Ötting M, Langrock R, Maruotti A (2019)
In: Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. 125-129. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941676A continuous-time capture-recapture model for annual movements of bottlenose dolphinsPUB
Mews S, Langrock R, King R, Schemm J, Janzen I, Quick N (2019)
In: Proceedings of the 34th International Workshop on Statistical Modelling. Volume I. 169-174. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov modelsPUB | DOI | WoS
Adam T, Griffiths CA, Leos-Barajas V, Meese EN, Lowe CG, Blackwell PG, Righton D, Langrock R (2019)
Methods in Ecology and Evolution 10(9): 1536-1550. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764Penalized estimation of flexible hidden Markov models for time series of countsPUB | DOI | WoS
Adam T, Langrock R, Weiß CH (2019)
Metron 77(2): 87-104. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936765Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications”PUB | DOI | WoS
Bulla J, Langrock R, Maruotti A (2019)
Metron 77(2): 63-66. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2941680Distributional regression for demand forecasting in e-grocery — a case studyPUB
Langrock R, Ulrich M, Jahnke H, Pesch R, Senge R (2018)
In: Proceedings of the 33rd International Workshop on Statistical Modelling. Volume 2. 171-176. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932997Integrating multiple data sources in match-fixing warning systemsPUB | DOI | WoS
Ötting M, Langrock R, Deutscher C (2018)
Statistical Modelling 18(5-6): 483-504. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933003The hot hand in professional dartsPUB
Ötting M, Langrock R, Deutscher C, Leos-Barajas V (2018)
In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 231-236. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2921189Activity seascapes highlight central place foraging strategies in marine predators that never stop swimmingPUB | DOI | WoS | PubMed | Europe PMC
Papastamatiou YP, Watanabe YY, Demšar U, Leos-Barajas V, Bradley D, Langrock R, Weng K, Lowe CG, Friedlander AM, Caselle JE (2018)
Movement Ecology 6(1): 9. -
2018 | Konferenzbeitrag | PUB-ID: 2933004Coupled Markov-switching regression: inference and a case study using electronic health record dataPUB
Pohle JM, King R, van der Schaar M, Langrock R (2018)
In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 242-246. -
2018 | Konferenzbeitrag | PUB-ID: 2933002Statistical boosting for Markov-switching distributional regression modelsPUB
Adam T, Mayr A, Kneib T, Langrock R (2018)
In: Proceedings of the 33rd International Workshop on Statistical Modelling, Vol. 1. 30-35. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses modelsPUB | DOI | WoS
Hambuckers J, Kneib T, Langrock R, Sohn A (2018)
Quantitative Finance 18(10): 1679-1698. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816Spline-based nonparametric inference in general state-switching modelsPUB | DOI | Download (ext.) | WoS
Langrock R, Adam T, Leos-Barajas V, Mews S, Miller DL, Papastamatiou YP (2018)
Statistica Neerlandica 72(3): 179-200. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structuresPUB | DOI | WoS
Leos-Barajas V, Gangloff EJ, Adam T, Langrock R, van Beest FM, Nabe-Nielsen J, Morales JM (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 232–248. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913895Detecting Match-Fixing in the Italian Serie B Using Flexible RegressionPUB
Ötting M, Deutscher C, Langrock R (2017)
In: Proceedings of the 32nd International Workshop on Statistical Modelling. Volume II. Grzegorczyk, M, Ceoldo G (Eds); 243-246. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902625Markov-switching generalized additive modelsPUB | DOI | WoS
Langrock R, Kneib T, Glennie R, Michelot T (2017)
Statistics and Computing 27(1): 259-270. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913894Using hierarchical hidden Markov models for joint inference at multiple temporal scalesPUB
Adam T, Leos-Barajas V, Langrock R, van Beest F (2017)
In: Proceedings of the 32nd International Workshop on Statistical Modelling, Vol. 2, Groningen, Netherlands 3-7 July, 2017. Grzegorczyk M, Ceoldo G (Eds); Groningen: Univ. of Groningen. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910999Estimation and simulation of foraging trips in land-based marine predatorsPUB | DOI | WoS | PubMed | Europe PMC
Michelot T, Langrock R, Bestley S, Jonsen ID, Photopoulou T, Patterson TA (2017)
Ecology 98(7): 1932-1944. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909601Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributionsPUB | DOI | WoS | PubMed | Europe PMC
Abanto-Valle CA, Langrock R, Chen M-H, Cardoso MV (2017)
Applied Stochastic Models in Business and Industry 33(4): 394–408. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal MovementPUB | DOI | WoS
Pohle J, Langrock R, van Beest FM, Schmidt NM (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 270–293. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906537Analysis of animal accelerometer data using hidden Markov modelsPUB | DOI | WoS
Leos-Barajas V, Photopoulou T, Langrock R, Patterson TA, Watanabe YY, Murgatroyd M, Papastamatiou YP (2017)
Methods in Ecology and Evolution 8(2): 161-173. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117An analysis of pilot whale vocalization activity using hidden Markov modelsPUB | DOI | WoS | PubMed | Europe PMC
Popov V, Langrock R, DeRuiter SL, Visser F (2017)
The Journal of the Acoustical Society of America 141(1): 159-171. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914958Guest editors’ introduction to the special issue on “Ecological Statistics”PUB | DOI | WoS
Langrock R, Borchers DL (2017)
AStA Advances in Statistical Analysis 101(4): 345-347. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling”PUB | DOI | WoS
Hooten MB, King R, Langrock R (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 224-231. -
2017 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2913884Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challengesPUB | DOI | WoS
Patterson TA, Parton A, Langrock R, Blackwell PG, Thomas L, King R (2017)
AStA Advances in Statistical Analysis 101(4): 399-438. -
2017 | Konferenzbeitrag | PUB-ID: 2913896Pragmatic order selection in hidden Markov modelsPUB
Pohle JM, Langrock R (2017)
In: Proceedings of the 32nd IWSM Vol. 1. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910166A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposurePUB | DOI | WoS
DeRuiter SL, Langrock R, Skirbutas T, Goldbogen JA, Calambokidis J, Friedlaender AS, Southall BL (2017)
The Annals of Applied Statistics 11(1): 362-392. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902626Sex-specific and individual preferences for hunting strategies in white sharksPUB | DOI | WoS
Towner AV, Leos-Barajas V, Langrock R, Schick RS, Smale MJ, Kaschke T, Jewell OJD, Papastamatiou YP (2016)
Functional Ecology 30(8): 1397-1407. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902988moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov modelsPUB | DOI | WoS
Michelot T, Langrock R, Patterson TA (2016)
Methods Ecol Evol 7(11): 1308-1315. -
2016 | Monographie | Veröffentlicht | PUB-ID: 2906538Hidden Markov Models for Time Series: An Introduction Using RPUB
Zucchini W, MacDonald IL, Langrock R (2016) Monographs on statistics and applied probability; 150, 2nd ed.
Boca Raton: CRC Press, Taylor & Francis. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902629Double-observer line transect surveys with Markov-modulated Poisson process models for animal availabilityPUB | DOI | WoS | PubMed | Europe PMC
Borchers DL, Langrock R (2015)
Biometrics 71(4): 1060-1069. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627 PUB | DOI | WoS | PubMed | Europe PMC
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902631Semiparametric stochastic volatility modelling using penalized splinesPUB | DOI | WoS
Langrock R, Michelot T, Sohn A, Kneib T (2015)
Computational Statistics 30(2): 517-537. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery modelsPUB | DOI | WoS | PubMed | Europe PMC
Michelot T, Langrock R, Kneib T, King R (2015)
Biometrical Journal 58(1): 222-239. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630Nonparametric inference in hidden Markov models using P-splinesPUB | DOI | WoS | PubMed | Europe PMC
Langrock R, Kneib T, Sohn A, DeRuiter SL (2015)
Biometrics 71(2): 520-528. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902632Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding birdPUB | DOI | WoS
McKellar AE, Langrock R, Walters JR, Kesler DC (2014)
Behavioral Ecology 26(1): 148-157. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902633Kernel-based semiparametric multinomial logit modelling of political party preferencesPUB | DOI | WoS
Langrock R, Heidenreich N-B, Sperlich S (2014)
Statistical Methods & Applications 23(3): 435-449. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902635Modelling group dynamic animal movementPUB | DOI | WoS
Langrock R, Hopcraft JGC, Blackwell PG, Goodall V, King R, Niu M, Patterson TA, Pedersen MW, Skarin A, Schick RS (2014)
Methods in Ecology and Evolution 5(2): 190-199. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundancePUB | DOI | WoS
Langrock R, Borchers DL, Skaug HJ (2013)
Journal of the American Statistical Association 108(503): 840-851. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalogramsPUB | DOI | WoS | PubMed | Europe PMC
Langrock R, Swihart BJ, Caffo BS, Punjabi NM, Crainiceanu CM (2013)
Statistics in Medicine 32(19): 3342-3356. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian ComponentsPUB | DOI | WoS
Langrock R, Marques TA, Baird RW, Thomas L (2013)
Journal of Agricultural, Biological, and Environmental Statistics 19(1): 82-100. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902624Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariatesPUB | DOI | WoS
Langrock R, King R (2013)
Ann. Appl. Stat. 7(3): 1709-1732. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636Using hidden Markov models to deal with availability bias on line transect surveysPUB | DOI | WoS | PubMed | Europe PMC
Borchers DL, Zucchini W, Heide-Jørgensen MP, Cañadas A, Langrock R (2013)
Biometrics 69(3): 703-713. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902637On the application of mixed hidden Markov models to multiple behavioural time seriesPUB | DOI | WoS | PubMed | Europe PMC
Schliehe-Diecks S, Kappeler PM, Langrock R (2012)
Interface Focus 2(2): 180-189. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902619Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processesPUB | DOI | WoS
Wichelhaus C, Langrock R (2012)
Electronic Journal of Statistics 6: 1670-1714. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621Flexible and practical modeling of animal telemetry data: hidden Markov models and extensionsPUB | DOI | WoS | PubMed | Europe PMC
Langrock R, King R, Matthiopoulos J, Thomas L, Fortin D, Morales JM (2012)
Ecology 93(11): 2336-2342. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902623Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009PUB | DOI | WoS
Langrock R (2012)
Australian & New Zealand Journal of Statistics 54(3): 261-279. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902618Some nonstandard stochastic volatility models and their estimation using structured hidden Markov modelsPUB | DOI | WoS
Langrock R, MacDonald IL, Zucchini W (2011)
Journal of Empirical Finance 19(1): 147-161. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902617Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov modelsPUB | DOI | WoS
Langrock R (2011)
Journal of Applied Statistics 38(12): 2955-2970. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902616Hidden Markov models with arbitrary state dwell-time distributionsPUB | DOI | WoS
Langrock R, Zucchini W (2011)
Computational Statistics & Data Analysis 55(1): 715-724.