64 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985771Demand for live betting: An analysis using state‐space modelsPUB | PDF | DOI | Download (ext.) | WoS
Ötting, Marius, Demand for live betting: An analysis using state‐space models. Applied Stochastic Models in Business and Industry (). , 2024 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982778Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov ModelsPUB | DOI | WoS
Feldmann, Carlina, Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov Models. Journal of Statistical Theory and Practice 17 (3). , 2023 -
2023 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2978064Bettors’ reaction to match dynamics: Evidence from in-game bettingPUB | DOI | Download (ext.) | WoS
Michels, Rouven, Bettors’ reaction to match dynamics: Evidence from in-game betting. European Journal of Operational Research (). , 2023 -
2022 | Zeitschriftenaufsatz | Unveröffentlicht | PUB-ID: 2963858Interdisciplinary perspectives on individualisation in environmentsPUB
Kaiser, M.I., Interdisciplinary perspectives on individualisation in environments. Interdisciplinary Journal of Philosophy (). , 2022 -
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, Ran, Big-data approaches lead to an increased understanding of the ecology of animal movement. Science 375 (6582). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960422Classification-based model selection in retail demand forecastingPUB | DOI | WoS
Ulrich, Matthias, Classification-based model selection in retail demand forecasting. International Journal of Forecasting 38 (1). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2947369Maximum approximate likelihood estimation of general continuous-time state-space modelsPUB | DOI | WoS
Mews, Sina, Maximum approximate likelihood estimation of general continuous-time state-space models. Statistical Modelling (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2967111Selective foraging behavior of seabirds in small-scale slicksPUB | DOI | WoS
Lieber, Lilian, Selective foraging behavior of seabirds in small-scale slicks. Limnology and Oceanography Letters (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964341Multistate capture–recapture models for irregularly sampled dataPUB | DOI | WoS
Mews, Sina, Multistate capture–recapture models for irregularly sampled data. Annals of Applied Statistics 16 (2). , 2022 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2955071Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pupsPUB | PDF | DOI | WoS | PubMed | Europe PMC | Preprint
Nagel, Rebecca, Movement patterns and activity levels are shaped by the neonatal environment in Antarctic fur seal pups. Scientific reports 11 (1). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327A copula-based multivariate hidden Markov model for modelling momentum in footballPUB | PDF | DOI | WoS
Ötting, Marius, A copula-based multivariate hidden Markov model for modelling momentum in football. AStA Advances in Statistical Analysis (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941031Distributional regression for demand forecasting in e-groceryPUB | DOI | WoS
Ulrich, Matthias, Distributional regression for demand forecasting in e-grocery. European Journal of Operational Research 294 (3). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predatorPUB | PDF | DOI | WoS | PubMed | Europe PMC
Schwarz, Jonas, Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predator. Oecologia 195 (2). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2957903Reducing vessel noise increases foraging in endangered killer whalesPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Williams, Rob, Reducing vessel noise increases foraging in endangered killer whales. Marine Pollution Bulletin 173 (Pt A). , 2021 -
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, Lilian, A bird's-eye view on turbulence: seabird foraging associations with evolving surface flow features. Proceedings of the Royal Society B: Biological Sciences 288 (1949). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950106Evaluating the constraints governing activity patterns of a coastal marine top predatorPUB | DOI | WoS
Byrnes, Evan E., Evaluating the constraints governing activity patterns of a coastal marine top predator. Marine Biology 168 (1). , 2021 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474Performance under pressure in skill tasks: An analysis of professional dartsPUB | Dateien verfügbar | DOI | WoS | PubMed | Europe PMC
Ötting, Marius, Performance under pressure in skill tasks: An analysis of professional darts. PLOS ONE 15 (2). , 2020 -
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, Katie J., Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands. Animal Biotelemetry 8 (1). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171The hot hand in professional dartsPUB | PDF | DOI | Download (ext.) | WoS
Ötting, Marius, The hot hand in professional darts. Journal of the Royal Statistical Society. Series A 183 (2). , 2020 -
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946671A primer on coupled state-switching models for multiple interacting time seriesPUB | DOI | WoS
Pohle, Jennifer Marie, A primer on coupled state-switching models for multiple interacting time series. Statistical Modelling (). , 2020 -
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946641Uncovering ecological state dynamics with hidden Markov modelsPUB | DOI | WoS | PubMed | Europe PMC
McClintock, Brett T., Uncovering ecological state dynamics with hidden Markov models. Ecology Letters (). , 2020 -
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, Larissa T., An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore. Movement Ecology 8 (1). , 2020 -
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943379Incorporating animal movement into distance samplingPUB | DOI | WoS
Glennie, R., Incorporating animal movement into distance sampling. Journal of the American Statistical Association (). , 2020 -
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, Floris M., Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov model. Scientific Reports 9 (1). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov modelsPUB | DOI | WoS
Adam, Timo, Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models. Methods in Ecology and Evolution 10 (9). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764Penalized estimation of flexible hidden Markov models for time series of countsPUB | DOI | WoS
Adam, Timo, Penalized estimation of flexible hidden Markov models for time series of counts. Metron 77 (2). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936765Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications”PUB | DOI | WoS
Bulla, Jan, Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications”. Metron 77 (2). , 2019 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932997Integrating multiple data sources in match-fixing warning systemsPUB | DOI | WoS
Ötting, Marius, Integrating multiple data sources in match-fixing warning systems. Statistical Modelling 18 (5-6). , 2018 -
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, Yannis P., Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming. Movement Ecology 6 (1). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses modelsPUB | DOI | WoS
Hambuckers, Julien, A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses models. Quantitative Finance 18 (10). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816Spline-based nonparametric inference in general state-switching modelsPUB | DOI | Download (ext.) | WoS
Langrock, Roland, Spline-based nonparametric inference in general state-switching models. Statistica Neerlandica 72 (3). , 2018 -
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, Vianey, Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structures. Journal of Agricultural, Biological and Environmental Statistics 22 (3). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902625Markov-switching generalized additive modelsPUB | DOI | WoS
Langrock, Roland, Markov-switching generalized additive models. Statistics and Computing 27 (1). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910999Estimation and simulation of foraging trips in land-based marine predatorsPUB | DOI | WoS | PubMed | Europe PMC
Michelot, Théo, Estimation and simulation of foraging trips in land-based marine predators. Ecology 98 (7). , 2017 -
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, Carlos A., Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions. Applied Stochastic Models in Business and Industry 33 (4). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal MovementPUB | DOI | WoS
Pohle, Jennifer, Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal Movement. Journal of Agricultural, Biological and Environmental Statistics 22 (3). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906537Analysis of animal accelerometer data using hidden Markov modelsPUB | DOI | WoS
Leos-Barajas, Vianey, Analysis of animal accelerometer data using hidden Markov models. Methods in Ecology and Evolution 8 (2). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117An analysis of pilot whale vocalization activity using hidden Markov modelsPUB | DOI | WoS | PubMed | Europe PMC
Popov, Valentin, An analysis of pilot whale vocalization activity using hidden Markov models. The Journal of the Acoustical Society of America 141 (1). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914958Guest editors’ introduction to the special issue on “Ecological Statistics”PUB | DOI | WoS
Langrock, Roland, Guest editors’ introduction to the special issue on “Ecological Statistics”. AStA Advances in Statistical Analysis 101 (4). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling”PUB | DOI | WoS
Hooten, Mevin B., Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling”. Journal of Agricultural, Biological and Environmental Statistics 22 (3). , 2017 -
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, Toby A., Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges. AStA Advances in Statistical Analysis 101 (4). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910166A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposurePUB | DOI | WoS
DeRuiter, Stacy L., A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure. The Annals of Applied Statistics 11 (1). , 2017 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902626Sex-specific and individual preferences for hunting strategies in white sharksPUB | DOI | WoS
Towner, Alison V, Sex-specific and individual preferences for hunting strategies in white sharks. Functional Ecology 30 (8). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902988moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov modelsPUB | DOI | WoS
Michelot, Theo, moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov models. Methods Ecol Evol 7 (11). , 2016 -
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, D. L., Double-observer line transect surveys with Markov-modulated Poisson process models for animal availability. Biometrics 71 (4). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627Semi-Markov Arnason-Schwarz modelsPUB | DOI | WoS | PubMed | Europe PMC
King, Ruth, Semi-Markov Arnason-Schwarz models. Biometrics 72 (2). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902631Semiparametric stochastic volatility modelling using penalized splinesPUB | DOI | WoS
Langrock, Roland, Semiparametric stochastic volatility modelling using penalized splines. Computational Statistics 30 (2). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery modelsPUB | DOI | WoS | PubMed | Europe PMC
Michelot, Théo, Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models. Biometrical Journal 58 (1). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630Nonparametric inference in hidden Markov models using P-splinesPUB | DOI | WoS | PubMed | Europe PMC
Langrock, Roland, Nonparametric inference in hidden Markov models using P-splines. Biometrics 71 (2). , 2015 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902632Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding birdPUB | DOI | WoS
McKellar, A. E., Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird. Behavioral Ecology 26 (1). , 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902633Kernel-based semiparametric multinomial logit modelling of political party preferencesPUB | DOI | WoS
Langrock, Roland, Kernel-based semiparametric multinomial logit modelling of political party preferences. Statistical Methods & Applications 23 (3). , 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902635Modelling group dynamic animal movementPUB | DOI | WoS
Langrock, Roland, Modelling group dynamic animal movement. Methods in Ecology and Evolution 5 (2). , 2014 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundancePUB | DOI | WoS
Langrock, Roland, Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundance. Journal of the American Statistical Association 108 (503). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian ComponentsPUB | DOI | WoS
Langrock, Roland, Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian Components. Journal of Agricultural, Biological, and Environmental Statistics 19 (1). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalogramsPUB | DOI | WoS | PubMed | Europe PMC
Langrock, Roland, Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms. Statistics in Medicine 32 (19). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636Using hidden Markov models to deal with availability bias on line transect surveysPUB | DOI | WoS | PubMed | Europe PMC
Borchers, D. L., Using hidden Markov models to deal with availability bias on line transect surveys. Biometrics 69 (3). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902624Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariatesPUB | DOI | WoS
Langrock, Roland, Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariates. Ann. Appl. Stat. 7 (3). , 2013 -
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., On the application of mixed hidden Markov models to multiple behavioural time series. Interface Focus 2 (2). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902619Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processesPUB | DOI | WoS
Wichelhaus, Cornelia, Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processes. Electronic Journal of Statistics 6 (). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621Flexible and practical modeling of animal telemetry data: hidden Markov models and extensionsPUB | DOI | WoS | PubMed | Europe PMC
Langrock, Roland, Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions. Ecology 93 (11). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902623Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009PUB | DOI | WoS
Langrock, Roland, Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009. Australian & New Zealand Journal of Statistics 54 (3). , 2012 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902618Some nonstandard stochastic volatility models and their estimation using structured hidden Markov modelsPUB | DOI | WoS
Langrock, Roland, Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models. Journal of Empirical Finance 19 (1). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902617Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov modelsPUB | DOI | WoS
Langrock, Roland, Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov models. Journal of Applied Statistics 38 (12). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902616Hidden Markov models with arbitrary state dwell-time distributionsPUB | DOI | WoS
Langrock, Roland, Hidden Markov models with arbitrary state dwell-time distributions. Computational Statistics & Data Analysis 55 (1). , 2011