Mews, Sina; Langrock, Roland; King, Ruth; Quick, Nicola Multistate capture-recapture models for irregularly sampled data. (English) Zbl 1498.62242 Ann. Appl. Stat. 16, No. 2, 982-998 (2022). MSC: 62P10 62M05 62D05 62P12 PDFBibTeX XMLCite \textit{S. Mews} et al., Ann. Appl. Stat. 16, No. 2, 982--998 (2022; Zbl 1498.62242) Full Text: DOI
Glennie, R.; Buckland, S. T.; Langrock, R.; Gerrodette, T.; Ballance, L. T.; Chivers, S. J.; Scott, M. D. Incorporating animal movement into distance sampling. (English) Zbl 1457.62045 J. Am. Stat. Assoc. 116, No. 533, 107-115 (2021). MSC: 62D05 62M05 62P12 PDFBibTeX XMLCite \textit{R. Glennie} et al., J. Am. Stat. Assoc. 116, No. 533, 107--115 (2021; Zbl 1457.62045) Full Text: DOI Link
Adam, Timo; Langrock, Roland; Weiß, Christian H. Penalized estimation of flexible hidden Markov models for time series of counts. (English) Zbl 1427.62091 Metron 77, No. 2, 87-104 (2019). MSC: 62M05 62M10 62G05 62P12 62P10 86A15 PDFBibTeX XMLCite \textit{T. Adam} et al., Metron 77, No. 2, 87--104 (2019; Zbl 1427.62091) Full Text: DOI arXiv
Bulla, Jan (ed.); Langrock, Roland (ed.); Maruotti, Antonello (ed.) Guest editor’s introduction to the special issue on “Hidden Markov models: theory and applications”. (English) Zbl 1476.00063 Metron 77, No. 2, 63-66 (2019). MSC: 00B15 62-06 62M05 PDFBibTeX XMLCite \textit{J. Bulla} (ed.) et al., Metron 77, No. 2, 63--66 (2019; Zbl 1476.00063) Full Text: DOI
Abanto-Valle, Carlos A.; Langrock, Roland; Chen, Ming-Hui; Cardoso, Michel V. Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions. (English) Zbl 1411.62160 Appl. Stoch. Models Bus. Ind. 33, No. 4, 394-408 (2017). MSC: 62H30 62G32 62M05 62P05 PDFBibTeX XMLCite \textit{C. A. Abanto-Valle} et al., Appl. Stoch. Models Bus. Ind. 33, No. 4, 394--408 (2017; Zbl 1411.62160) Full Text: DOI Link
Patterson, Toby A.; Parton, Alison; Langrock, Roland; Blackwell, Paul G.; Thomas, Len; King, Ruth Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges. (English) Zbl 1443.62392 AStA, Adv. Stat. Anal. 101, No. 4, 399-438 (2017). MSC: 62P10 62M05 62M10 92D50 PDFBibTeX XMLCite \textit{T. A. Patterson} et al., AStA, Adv. Stat. Anal. 101, No. 4, 399--438 (2017; Zbl 1443.62392) Full Text: DOI arXiv
Pohle, Jennifer; Langrock, Roland; van Beest, Floris M.; Schmidt, Niels Martin Selecting the number of states in hidden Markov models: pragmatic solutions illustrated using animal movement. (English) Zbl 1388.62349 J. Agric. Biol. Environ. Stat. 22, No. 3, 270-293 (2017). MSC: 62P12 62M05 92D50 PDFBibTeX XMLCite \textit{J. Pohle} et al., J. Agric. Biol. Environ. Stat. 22, No. 3, 270--293 (2017; Zbl 1388.62349) Full Text: DOI arXiv
Leos-Barajas, Vianey; Gangloff, Eric J.; Adam, Timo; Langrock, Roland; van Beest, Floris M.; Nabe-Nielsen, Jacob; Morales, Juan M. Multi-scale modeling of animal movement and general behavior data using hidden Markov models with hierarchical structures. (English) Zbl 1388.62343 J. Agric. Biol. Environ. Stat. 22, No. 3, 232-248 (2017). MSC: 62P12 62M05 92D50 PDFBibTeX XMLCite \textit{V. Leos-Barajas} et al., J. Agric. Biol. Environ. Stat. 22, No. 3, 232--248 (2017; Zbl 1388.62343) Full Text: DOI arXiv Link
DeRuiter, Stacy L.; Langrock, Roland; Skirbutas, Tomas; Goldbogen, Jeremy A.; Calambokidis, John; Friedlaender, Ari S.; Southall, Brandon L. A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure. (English) Zbl 1366.62211 Ann. Appl. Stat. 11, No. 1, 362-392 (2017). MSC: 62P10 62M05 62M10 62H12 PDFBibTeX XMLCite \textit{S. L. DeRuiter} et al., Ann. Appl. Stat. 11, No. 1, 362--392 (2017; Zbl 1366.62211) Full Text: DOI arXiv Euclid
Langrock, Roland; Kneib, Thomas; Glennie, Richard; Michelot, Théo Markov-switching generalized additive models. (English) Zbl 1505.62239 Stat. Comput. 27, No. 1, 259-270 (2017). MSC: 62-08 62M05 62M10 62J12 62G05 62P20 PDFBibTeX XMLCite \textit{R. Langrock} et al., Stat. Comput. 27, No. 1, 259--270 (2017; Zbl 1505.62239) Full Text: DOI arXiv
Zucchini, Walter; MacDonald, Iain L.; Langrock, Roland Hidden Markov models for time series. An introduction using R. 2nd edition. (English) Zbl 1362.62005 Monographs on Statistics and Applied Probability 150. Boca Raton, FL: CRC Press (ISBN 978-1-4822-5383-2/hbk; 978-1-032-17949-0/pbk; 978-1-315-37248-8/ebook). xxviii, 370 p. (2016). Reviewer: Hans-Jürgen Schmidt (Potsdam) MSC: 62-01 62M10 62M05 62-04 65C40 62F15 65C60 PDFBibTeX XMLCite \textit{W. Zucchini} et al., Hidden Markov models for time series. An introduction using R. 2nd edition. Boca Raton, FL: CRC Press (2016; Zbl 1362.62005) Full Text: DOI
Michelot, Théo; Langrock, Roland; Kneib, Thomas; King, Ruth Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models. (English) Zbl 1403.62204 Biom. J. 58, No. 1, 222-239 (2016). MSC: 62P10 62P12 62M05 62G08 62N05 62J12 62H12 PDFBibTeX XMLCite \textit{T. Michelot} et al., Biom. J. 58, No. 1, 222--239 (2016; Zbl 1403.62204) Full Text: DOI arXiv Link
Langrock, Roland; Kneib, Thomas; Sohn, Alexander; DeRuiter, Stacy L. Nonparametric inference in hidden Markov models using P-splines. (English) Zbl 1390.62045 Biometrics 71, No. 2, 520-528 (2015). MSC: 62G05 62P10 62M05 PDFBibTeX XMLCite \textit{R. Langrock} et al., Biometrics 71, No. 2, 520--528 (2015; Zbl 1390.62045) Full Text: DOI arXiv
Langrock, Roland; King, Ruth Maximum likelihood estimation of mark-recapture-recovery models in the presence of continuous covariates. (English) Zbl 1454.62451 Ann. Appl. Stat. 7, No. 3, 1709-1732 (2013). MSC: 62P12 62M05 PDFBibTeX XMLCite \textit{R. Langrock} and \textit{R. King}, Ann. Appl. Stat. 7, No. 3, 1709--1732 (2013; Zbl 1454.62451) Full Text: DOI arXiv Euclid
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. (English) Zbl 1429.62643 Biometrics 69, No. 3, 703-713 (2013). MSC: 62P12 62M05 PDFBibTeX XMLCite \textit{D. L. Borchers} et al., Biometrics 69, No. 3, 703--713 (2013; Zbl 1429.62643) Full Text: DOI Link
Langrock, Roland Some applications of nonlinear and non-Gaussian state-space modelling by means of hidden Markov models. (English) Zbl 1511.62225 J. Appl. Stat. 38, No. 12, 2955-2970 (2011). MSC: 62M10 62M05 PDFBibTeX XMLCite \textit{R. Langrock}, J. Appl. Stat. 38, No. 12, 2955--2970 (2011; Zbl 1511.62225) Full Text: DOI
Langrock, Roland; Zucchini, Walter Hidden Markov models with arbitrary state dwell-time distributions. (English) Zbl 1247.62290 Comput. Stat. Data Anal. 55, No. 1, 715-724 (2011). MSC: 62P12 65C60 62M05 PDFBibTeX XMLCite \textit{R. Langrock} and \textit{W. Zucchini}, Comput. Stat. Data Anal. 55, No. 1, 715--724 (2011; Zbl 1247.62290) Full Text: DOI