Presentations

Invited talks

  • Hierarchical hidden Markov models: applications in ecology and economics. CREEM Seminar, University of St Andrews, St Andrews, UK (online), 5/2021.

  • Statistical modeling of animal tracking data using hidden Markov models. LUKE (Natural Resources Institute Finland), Helsinki, FIN, 9/2019.

  • Model-based clustering of time series data: a flexible approach using nonparametric state-switching quantile regression models. 12th Scientific Meeting on Classification and Data Analysis, Cassino, IT, 9/2019.

  • Statistical modeling of animal telemetry data at multiple temporal resolutions: hidden Markov models and extensions. 7th Nordic-Baltic Biometric Conference, Vilnius, LIT, June 2019.

  • Joint modeling of multi-scale time series data using hierarchical hidden Markov models. 11th CMStatistics, Pisa, IT, 12/2018.

  • Statistical modeling of animal telemetry data: hidden Markov models and extensions. 1st International Lake Fish Telemetry Group Workshop, Czech Academy of Sciences, České Budějovice, CZ, 11/2018.

  • Joint modeling of multi-scale animal movement data using hierarchical hidden Markov models: a practical introduction using R. Iowa State University, Ames, IA, USA, 9/2018.

  • Gradient boosting in generalized Markov-switching regression models. 23rd COMPSTAT, Iasi, RO, 8/2018.

  • Statistical boosting in Markov-switching generalized additive models for location, scale, and shape. 10th CMStatistics, London, UK, 12/2017.

Contributed talks

  • Hidden Markov models for multi-scale time series: an application to stock market data. 35th International Workshop on Statistical Modelling, Bilbao, ES (online), 7/2021.

  • Modeling the state-switching dynamics in animal movement data using hidden semi-Markov models with non-parametric dwell-time distributions. vNCSE Meeting, online, 6/2021.

  • Non-parametric inference in hidden Markov models for time series of counts. 34th International Workshop on Statistical Modelling, Guimarães, PT, 7/2019.

  • Semi-parametric hidden Markov models for time series of counts. 5th DagStat, Munich, GER, 3/2019.

  • Semi-parametric hidden Markov models for discrete-valued time series. Workshop of the Centre for Statistics, Bielefeld, GER, 12/2018.

  • Statistical boosting for Markov-switching distributional regression models. 33rd International Workshop on Statistical Modelling, Bristol, UK, 7/2018.

  • Joint modeling of multi-scale animal movement data using hierarchical hidden Markov models. 6th International Statistical Ecology Conference, St Andrews, UK, 7/2018.

  • Multi-scale modeling of animal telemetry data using hidden Markov models with hierarchical structures. Workshop of the Centre for Statistics, Bielefeld, GER, 6/2018.

  • Gradient boosting in Markov-switching generalized additive models for location, scale, and shape. Workshop of the Centre for Statistics, Bielefeld, GER, 12/2017.

  • Modeling animal telemetry data at multiple temporal scales. Workshop of the Centre for Statistics, Bielefeld, GER, 12/2016.

  • Non-parametric inference in generalized Markov-switching regression models. Workshop of the Centre for Statistics, Bielefeld, GER, 4/2016.

Poster presentations

  • Multi-scale modeling of animal movement data using hierarchical hidden Markov models. 6th International Bio-logging Science Symposium, Constance, GER, 9/2017.

  • Using hierarchical hidden Markov models for joint inference at multiple temporal scales. 32nd Interna-tional Workshop on Statistical Modelling, Groningen, NED, 7/2017.