Roland Langrock

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

53 Publikationen

Alle markieren

[53]
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327
A copula-based multivariate hidden Markov model for modelling momentum in football
Ötting M, Langrock R, Maruotti A (2021)
AStA Advances in Statistical Analysis.
PUB | DOI | WoS
 
[52]
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458 OA
Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predator
Schwarz J, Mews S, De Rango E, Langrock R, Piedrahita P, Páez-Rosas D, Krüger O (2021)
Oecologia 195: 313–325.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[51]
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950106
Evaluating the constraints governing activity patterns of a coastal marine top predator
Byrnes EE, Daly R, Leos-Barajas V, Langrock R, Gleiss AC (2021)
Marine Biology 168(1): 11.
PUB | DOI | WoS
 
[50]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171 OA
The hot hand in professional darts
Ötting M, Langrock R, Deutscher C, Leos-Barajas V (2020)
Journal of the Royal Statistical Society. Series A 183(2): 565-580.
PUB | PDF | DOI | Download (ext.) | WoS
 
[49]
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946671
A primer on coupled state-switching models for multiple interacting time series
Pohle JM, Langrock R, Schaar M van der, King R, Jensen FH (2020)
Statistical Modelling: 1471082X2095642.
PUB | DOI | WoS
 
[48]
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946641
Uncovering ecological state dynamics with hidden Markov models
McClintock BT, Langrock R, Gimenez O, Cam E, Borchers DL, Glennie R, Patterson TA (2020)
Ecology Letters: ele.13610.
PUB | DOI | WoS | PubMed | Europe PMC
 
[47]
2020 | Zeitschriftenaufsatz | Eingereicht | PUB-ID: 2947369
Maximum approximate likelihood estimation of general continuous-time state-space models
Mews S, Langrock R, Ötting M, Yaqine H, Reinecke J (Submitted)
Statistical Modelling.
PUB
 
[46]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943857
An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore
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.
PUB | DOI | WoS | PubMed | Europe PMC
 
[45]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945202
Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands
Harrington KJ, Fahlbusch JA, Langrock R, Therrien J-F, Houtz JL, McDonald BI (2020)
Animal Biotelemetry 8(1): 27.
PUB | DOI
 
[44]
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943379
Incorporating animal movement into distance sampling
Glennie R, Buckland ST, Langrock R, Gerrodette T, Ballance LT, Chivers SJ, Scott MD (2020)
Journal of the American Statistical Association: 1-17.
PUB | DOI | WoS
 
[43]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474 OA
Performance under pressure in skill tasks: An analysis of professional darts
Ötting M, Deutscher C, Schneemann S, Langrock R, Gehrmann S, Scholten H (2020)
PLOS ONE 15(2): e0228870.
PUB | Dateien verfügbar | DOI | WoS | PubMed | Europe PMC
 
[42]
2020 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2941031
Distributional regression for demand forecasting in e-grocery
Ulrich M, Jahnke H, Langrock R, Pesch R, Senge R (In Press)
European Journal of Operational Research.
PUB | DOI
 
[41]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934781
Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov model
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.
PUB | DOI | WoS | PubMed | Europe PMC
 
[40]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models
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.
PUB | DOI | WoS
 
[39]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
Penalized estimation of flexible hidden Markov models for time series of counts
Adam T, Langrock R, Weiß CH (2019)
Metron 77(2): 87-104.
PUB | DOI | WoS
 
[38]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936765
Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications”
Bulla J, Langrock R, Maruotti A (2019)
Metron 77(2): 63-66.
PUB | DOI | WoS
 
[37]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932997
Integrating multiple data sources in match-fixing warning systems
Ötting M, Langrock R, Deutscher C (2018)
Statistical Modelling 18(5-6): 483-504.
PUB | DOI | WoS
 
[36]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2921189
Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming
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.
PUB | DOI | WoS | PubMed | Europe PMC
 
[35]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695
A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses models
Hambuckers J, Kneib T, Langrock R, Sohn A (2018)
Quantitative Finance 18(10): 1679-1698.
PUB | DOI | WoS
 
[34]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Spline-based nonparametric inference in general state-switching models
Langrock R, Adam T, Leos-Barajas V, Mews S, Miller DL, Papastamatiou YP (2018)
Statistica Neerlandica 72(3): 179-200.
PUB | DOI | Download (ext.) | WoS
 
[33]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902625
Markov-switching generalized additive models
Langrock R, Kneib T, Glennie R, Michelot T (2017)
Statistics and Computing 27(1): 259-270.
PUB | DOI | WoS
 
[32]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910999
Estimation and simulation of foraging trips in land-based marine predators
Michelot T, Langrock R, Bestley S, Jonsen ID, Photopoulou T, Patterson TA (2017)
Ecology 98(7): 1932-1944.
PUB | DOI | WoS | PubMed | Europe PMC
 
[31]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909601
Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions
Abanto-Valle CA, Langrock R, Chen M-H, Cardoso MV (2017)
Applied Stochastic Models in Business and Industry 33(4): 394–408.
PUB | DOI | WoS | PubMed | Europe PMC
 
[30]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989
Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal Movement
Pohle J, Langrock R, van Beest FM, Schmidt NM (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 270–293.
PUB | DOI | WoS
 
[29]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Multi-scale Modeling of Animal Movement and General Behavior Data Using Hidden Markov Models with Hierarchical Structures
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.
PUB | DOI | WoS
 
[28]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906537
Analysis of animal accelerometer data using hidden Markov models
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.
PUB | DOI | WoS
 
[27]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117
An analysis of pilot whale vocalization activity using hidden Markov models
Popov V, Langrock R, DeRuiter SL, Visser F (2017)
The Journal of the Acoustical Society of America 141(1): 159-171.
PUB | DOI | WoS | PubMed | Europe PMC
 
[26]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914958
Guest editors’ introduction to the special issue on “Ecological Statistics”
Langrock R, Borchers DL (2017)
AStA Advances in Statistical Analysis 101(4): 345-347.
PUB | DOI | WoS
 
[25]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885
Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling”
Hooten MB, King R, Langrock R (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 224-231.
PUB | DOI | WoS
 
[24]
2017 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2913884
Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges
Patterson TA, Parton A, Langrock R, Blackwell PG, Thomas L, King R (2017)
AStA Advances in Statistical Analysis 101(4): 399-438.
PUB | DOI | WoS
 
[23]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910166
A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure
DeRuiter SL, Langrock R, Skirbutas T, Goldbogen JA, Calambokidis J, Friedlaender AS, Southall BL (2017)
The Annals of Applied Statistics 11(1): 362-392.
PUB | DOI | WoS
 
[22]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902626
Sex-specific and individual preferences for hunting strategies in white sharks
Towner AV, Leos-Barajas V, Langrock R, Schick RS, Smale MJ, Kaschke T, Jewell OJD, Papastamatiou YP (2016)
Functional Ecology 30(8): 1397-1407.
PUB | DOI | WoS
 
[21]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902988
moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov models
Michelot T, Langrock R, Patterson TA (2016)
Methods Ecol Evol 7(11): 1308-1315.
PUB | DOI | WoS
 
[20]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902629
Double-observer line transect surveys with Markov-modulated Poisson process models for animal availability
Borchers DL, Langrock R (2015)
Biometrics 71(4): 1060-1069.
PUB | DOI | WoS | PubMed | Europe PMC
 
[19]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627
Semi-Markov Arnason-Schwarz models
King R, Langrock R (2015)
Biometrics 72(2): 619-628.
PUB | DOI | WoS | PubMed | Europe PMC
 
[18]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902631
Semiparametric stochastic volatility modelling using penalized splines
Langrock R, Michelot T, Sohn A, Kneib T (2015)
Computational Statistics 30(2): 517-537.
PUB | DOI | WoS
 
[17]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628
Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models
Michelot T, Langrock R, Kneib T, King R (2015)
Biometrical Journal 58(1): 222-239.
PUB | DOI | WoS | PubMed | Europe PMC
 
[16]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630
Nonparametric inference in hidden Markov models using P-splines
Langrock R, Kneib T, Sohn A, DeRuiter SL (2015)
Biometrics 71(2): 520-528.
PUB | DOI | WoS | PubMed | Europe PMC
 
[15]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902632
Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird
McKellar AE, Langrock R, Walters JR, Kesler DC (2014)
Behavioral Ecology 26(1): 148-157.
PUB | DOI | WoS
 
[14]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902633
Kernel-based semiparametric multinomial logit modelling of political party preferences
Langrock R, Heidenreich N-B, Sperlich S (2014)
Statistical Methods & Applications 23(3): 435-449.
PUB | DOI | WoS
 
[13]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902635
Modelling group dynamic animal movement
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.
PUB | DOI | WoS
 
[12]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620
Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundance
Langrock R, Borchers DL, Skaug HJ (2013)
Journal of the American Statistical Association 108(503): 840-851.
PUB | DOI | WoS
 
[11]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622
Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms
Langrock R, Swihart BJ, Caffo BS, Punjabi NM, Crainiceanu CM (2013)
Statistics in Medicine 32(19): 3342-3356.
PUB | DOI | WoS | PubMed | Europe PMC
 
[10]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634
Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian Components
Langrock R, Marques TA, Baird RW, Thomas L (2013)
Journal of Agricultural, Biological, and Environmental Statistics 19(1): 82-100.
PUB | DOI | WoS
 
[9]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902624
Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariates
Langrock R, King R (2013)
Ann. Appl. Stat. 7(3): 1709-1732.
PUB | DOI | WoS
 
[8]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636
Using hidden Markov models to deal with availability bias on line transect surveys
Borchers DL, Zucchini W, Heide-Jørgensen MP, Cañadas A, Langrock R (2013)
Biometrics 69(3): 703-713.
PUB | DOI | WoS | PubMed | Europe PMC
 
[7]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902637
On the application of mixed hidden Markov models to multiple behavioural time series
Schliehe-Diecks S, Kappeler PM, Langrock R (2012)
Interface Focus 2(2): 180-189.
PUB | DOI | WoS | PubMed | Europe PMC
 
[6]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902619
Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processes
Wichelhaus C, Langrock R (2012)
Electronic Journal of Statistics 6: 1670-1714.
PUB | DOI | WoS
 
[5]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621
Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions
Langrock R, King R, Matthiopoulos J, Thomas L, Fortin D, Morales JM (2012)
Ecology 93(11): 2336-2342.
PUB | DOI | WoS | PubMed | Europe PMC
 
[4]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902623
Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009
Langrock R (2012)
Australian & New Zealand Journal of Statistics 54(3): 261-279.
PUB | DOI | WoS
 
[3]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902618
Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models
Langrock R, MacDonald IL, Zucchini W (2011)
Journal of Empirical Finance 19(1): 147-161.
PUB | DOI | WoS
 
[2]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902617
Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov models
Langrock R (2011)
Journal of Applied Statistics 38(12): 2955-2970.
PUB | DOI | WoS
 
[1]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902616
Hidden Markov models with arbitrary state dwell-time distributions
Langrock R, Zucchini W (2011)
Computational Statistics & Data Analysis 55(1): 715-724.
PUB | DOI | WoS
 
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53 Publikationen

Alle markieren

[53]
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2953327
A copula-based multivariate hidden Markov model for modelling momentum in football
Ötting M, Langrock R, Maruotti A (2021)
AStA Advances in Statistical Analysis.
PUB | DOI | WoS
 
[52]
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950458 OA
Individuality counts: A new comprehensive approach to foraging strategies of a tropical marine predator
Schwarz J, Mews S, De Rango E, Langrock R, Piedrahita P, Páez-Rosas D, Krüger O (2021)
Oecologia 195: 313–325.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[51]
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950106
Evaluating the constraints governing activity patterns of a coastal marine top predator
Byrnes EE, Daly R, Leos-Barajas V, Langrock R, Gleiss AC (2021)
Marine Biology 168(1): 11.
PUB | DOI | WoS
 
[50]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2939171 OA
The hot hand in professional darts
Ötting M, Langrock R, Deutscher C, Leos-Barajas V (2020)
Journal of the Royal Statistical Society. Series A 183(2): 565-580.
PUB | PDF | DOI | Download (ext.) | WoS
 
[49]
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946671
A primer on coupled state-switching models for multiple interacting time series
Pohle JM, Langrock R, Schaar M van der, King R, Jensen FH (2020)
Statistical Modelling: 1471082X2095642.
PUB | DOI | WoS
 
[48]
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2946641
Uncovering ecological state dynamics with hidden Markov models
McClintock BT, Langrock R, Gimenez O, Cam E, Borchers DL, Glennie R, Patterson TA (2020)
Ecology Letters: ele.13610.
PUB | DOI | WoS | PubMed | Europe PMC
 
[47]
2020 | Zeitschriftenaufsatz | Eingereicht | PUB-ID: 2947369
Maximum approximate likelihood estimation of general continuous-time state-space models
Mews S, Langrock R, Ötting M, Yaqine H, Reinecke J (Submitted)
Statistical Modelling.
PUB
 
[46]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943857
An application of upscaled optimal foraging theory using hidden Markov modelling: year-round behavioural variation in a large arctic herbivore
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.
PUB | DOI | WoS | PubMed | Europe PMC
 
[45]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945202
Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands
Harrington KJ, Fahlbusch JA, Langrock R, Therrien J-F, Houtz JL, McDonald BI (2020)
Animal Biotelemetry 8(1): 27.
PUB | DOI
 
[44]
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943379
Incorporating animal movement into distance sampling
Glennie R, Buckland ST, Langrock R, Gerrodette T, Ballance LT, Chivers SJ, Scott MD (2020)
Journal of the American Statistical Association: 1-17.
PUB | DOI | WoS
 
[43]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2941474 OA
Performance under pressure in skill tasks: An analysis of professional darts
Ötting M, Deutscher C, Schneemann S, Langrock R, Gehrmann S, Scholten H (2020)
PLOS ONE 15(2): e0228870.
PUB | Dateien verfügbar | DOI | WoS | PubMed | Europe PMC
 
[42]
2020 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2941031
Distributional regression for demand forecasting in e-grocery
Ulrich M, Jahnke H, Langrock R, Pesch R, Senge R (In Press)
European Journal of Operational Research.
PUB | DOI
 
[41]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934781
Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity. A multivariate hidden Markov model
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.
PUB | DOI | WoS | PubMed | Europe PMC
 
[40]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2937689
Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models
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.
PUB | DOI | WoS
 
[39]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936764
Penalized estimation of flexible hidden Markov models for time series of counts
Adam T, Langrock R, Weiß CH (2019)
Metron 77(2): 87-104.
PUB | DOI | WoS
 
[38]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936765
Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications”
Bulla J, Langrock R, Maruotti A (2019)
Metron 77(2): 63-66.
PUB | DOI | WoS
 
[37]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932997
Integrating multiple data sources in match-fixing warning systems
Ötting M, Langrock R, Deutscher C (2018)
Statistical Modelling 18(5-6): 483-504.
PUB | DOI | WoS
 
[36]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2921189
Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming
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.
PUB | DOI | WoS | PubMed | Europe PMC
 
[35]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915695
A Markov-switching generalized additive model for compound Poisson processes, with applications to operational losses models
Hambuckers J, Kneib T, Langrock R, Sohn A (2018)
Quantitative Finance 18(10): 1679-1698.
PUB | DOI | WoS
 
[34]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2916816
Spline-based nonparametric inference in general state-switching models
Langrock R, Adam T, Leos-Barajas V, Mews S, Miller DL, Papastamatiou YP (2018)
Statistica Neerlandica 72(3): 179-200.
PUB | DOI | Download (ext.) | WoS
 
[33]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902625
Markov-switching generalized additive models
Langrock R, Kneib T, Glennie R, Michelot T (2017)
Statistics and Computing 27(1): 259-270.
PUB | DOI | WoS
 
[32]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910999
Estimation and simulation of foraging trips in land-based marine predators
Michelot T, Langrock R, Bestley S, Jonsen ID, Photopoulou T, Patterson TA (2017)
Ecology 98(7): 1932-1944.
PUB | DOI | WoS | PubMed | Europe PMC
 
[31]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909601
Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions
Abanto-Valle CA, Langrock R, Chen M-H, Cardoso MV (2017)
Applied Stochastic Models in Business and Industry 33(4): 394–408.
PUB | DOI | WoS | PubMed | Europe PMC
 
[30]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911989
Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal Movement
Pohle J, Langrock R, van Beest FM, Schmidt NM (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 270–293.
PUB | DOI | WoS
 
[29]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911528
Multi-scale Modeling of Animal Movement and General Behavior Data Using Hidden Markov Models with Hierarchical Structures
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.
PUB | DOI | WoS
 
[28]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906537
Analysis of animal accelerometer data using hidden Markov models
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.
PUB | DOI | WoS
 
[27]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2908117
An analysis of pilot whale vocalization activity using hidden Markov models
Popov V, Langrock R, DeRuiter SL, Visser F (2017)
The Journal of the Acoustical Society of America 141(1): 159-171.
PUB | DOI | WoS | PubMed | Europe PMC
 
[26]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914958
Guest editors’ introduction to the special issue on “Ecological Statistics”
Langrock R, Borchers DL (2017)
AStA Advances in Statistical Analysis 101(4): 345-347.
PUB | DOI | WoS
 
[25]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2913885
Guest Editor’s Introduction to the Special Issue on “Animal Movement Modeling”
Hooten MB, King R, Langrock R (2017)
Journal of Agricultural, Biological and Environmental Statistics 22(3): 224-231.
PUB | DOI | WoS
 
[24]
2017 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2913884
Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges
Patterson TA, Parton A, Langrock R, Blackwell PG, Thomas L, King R (2017)
AStA Advances in Statistical Analysis 101(4): 399-438.
PUB | DOI | WoS
 
[23]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2910166
A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure
DeRuiter SL, Langrock R, Skirbutas T, Goldbogen JA, Calambokidis J, Friedlaender AS, Southall BL (2017)
The Annals of Applied Statistics 11(1): 362-392.
PUB | DOI | WoS
 
[22]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902626
Sex-specific and individual preferences for hunting strategies in white sharks
Towner AV, Leos-Barajas V, Langrock R, Schick RS, Smale MJ, Kaschke T, Jewell OJD, Papastamatiou YP (2016)
Functional Ecology 30(8): 1397-1407.
PUB | DOI | WoS
 
[21]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902988
moveHMM: An R package for the statistical modelling of animal movement data using hidden Markov models
Michelot T, Langrock R, Patterson TA (2016)
Methods Ecol Evol 7(11): 1308-1315.
PUB | DOI | WoS
 
[20]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902629
Double-observer line transect surveys with Markov-modulated Poisson process models for animal availability
Borchers DL, Langrock R (2015)
Biometrics 71(4): 1060-1069.
PUB | DOI | WoS | PubMed | Europe PMC
 
[19]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902627
Semi-Markov Arnason-Schwarz models
King R, Langrock R (2015)
Biometrics 72(2): 619-628.
PUB | DOI | WoS | PubMed | Europe PMC
 
[18]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902631
Semiparametric stochastic volatility modelling using penalized splines
Langrock R, Michelot T, Sohn A, Kneib T (2015)
Computational Statistics 30(2): 517-537.
PUB | DOI | WoS
 
[17]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902628
Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models
Michelot T, Langrock R, Kneib T, King R (2015)
Biometrical Journal 58(1): 222-239.
PUB | DOI | WoS | PubMed | Europe PMC
 
[16]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902630
Nonparametric inference in hidden Markov models using P-splines
Langrock R, Kneib T, Sohn A, DeRuiter SL (2015)
Biometrics 71(2): 520-528.
PUB | DOI | WoS | PubMed | Europe PMC
 
[15]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902632
Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird
McKellar AE, Langrock R, Walters JR, Kesler DC (2014)
Behavioral Ecology 26(1): 148-157.
PUB | DOI | WoS
 
[14]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902633
Kernel-based semiparametric multinomial logit modelling of political party preferences
Langrock R, Heidenreich N-B, Sperlich S (2014)
Statistical Methods & Applications 23(3): 435-449.
PUB | DOI | WoS
 
[13]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902635
Modelling group dynamic animal movement
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.
PUB | DOI | WoS
 
[12]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902620
Markov-modulated nonhomogeneous Poisson processes for modeling detections in surveys of marine mammal abundance
Langrock R, Borchers DL, Skaug HJ (2013)
Journal of the American Statistical Association 108(503): 840-851.
PUB | DOI | WoS
 
[11]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902622
Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms
Langrock R, Swihart BJ, Caffo BS, Punjabi NM, Crainiceanu CM (2013)
Statistics in Medicine 32(19): 3342-3356.
PUB | DOI | WoS | PubMed | Europe PMC
 
[10]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902634
Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian Components
Langrock R, Marques TA, Baird RW, Thomas L (2013)
Journal of Agricultural, Biological, and Environmental Statistics 19(1): 82-100.
PUB | DOI | WoS
 
[9]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902624
Maximum likelihood estimation of mark–recapture–recovery models in the presence of continuous covariates
Langrock R, King R (2013)
Ann. Appl. Stat. 7(3): 1709-1732.
PUB | DOI | WoS
 
[8]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902636
Using hidden Markov models to deal with availability bias on line transect surveys
Borchers DL, Zucchini W, Heide-Jørgensen MP, Cañadas A, Langrock R (2013)
Biometrics 69(3): 703-713.
PUB | DOI | WoS | PubMed | Europe PMC
 
[7]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902637
On the application of mixed hidden Markov models to multiple behavioural time series
Schliehe-Diecks S, Kappeler PM, Langrock R (2012)
Interface Focus 2(2): 180-189.
PUB | DOI | WoS | PubMed | Europe PMC
 
[6]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902619
Nonparametric inference for stochastic feedforward networks based on cross-spectral analysis of point processes
Wichelhaus C, Langrock R (2012)
Electronic Journal of Statistics 6: 1670-1714.
PUB | DOI | WoS
 
[5]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902621
Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions
Langrock R, King R, Matthiopoulos J, Thomas L, Fortin D, Morales JM (2012)
Ecology 93(11): 2336-2342.
PUB | DOI | WoS | PubMed | Europe PMC
 
[4]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902623
Flexible Latent-State Modelling of Old Faithful's Eruption Inter-Arrival Times in 2009
Langrock R (2012)
Australian & New Zealand Journal of Statistics 54(3): 261-279.
PUB | DOI | WoS
 
[3]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902618
Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models
Langrock R, MacDonald IL, Zucchini W (2011)
Journal of Empirical Finance 19(1): 147-161.
PUB | DOI | WoS
 
[2]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902617
Some applications of nonlinear and non-Gaussian state–space modelling by means of hidden Markov models
Langrock R (2011)
Journal of Applied Statistics 38(12): 2955-2970.
PUB | DOI | WoS
 
[1]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902616
Hidden Markov models with arbitrary state dwell-time distributions
Langrock R, Zucchini W (2011)
Computational Statistics & Data Analysis 55(1): 715-724.
PUB | DOI | WoS
 
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