Research output per year
Research output per year
Personal profile
Primary fields of research
Statistical inference for stochastic processes. Mathematical modeling of physiological systems. Nonlinear dynamics. Computational neuroscience. Biomathematics.Teaching
Basic statistics and probability, stochastic processes, regression and generalized linear models, statistical methods for diffusion processes, mathematical modeling of physiological processes.
Supervision: undergraduate, graduate and PhD students.
CV
See http://www.math.ku.dk/~susanne/
Knowledge of languages
Fluent in Danish, English and SpanishPrimary fields of research
Statistics. Statistical inference for stochastic processes. Mathematical biology. Mathematical modeling of physiological systems. Non-linear dynamics. Mathematical neuroscience. Modeling of the behaviour of marine mammals.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- Faculty of Science
- Statistics
- Biostatistics
- Stochastic processes
- Biomathematics
- Neuroscience
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Hypoelliptic diffusions: filtering and inference from complete and partial observations
Ditlevsen, S. & Samson, A., Apr 2019, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 81, 2, p. 361-384Research output: Contribution to journal › Journal article › Research › peer-review
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Inference for biomedical data by using diffusion models with covariates and mixed effects
Ruse, M. G., Samson, A. & Ditlevsen, S., 1 Jan 2020, In: Journal of the Royal Statistical Society. Series C: Applied Statistics.Research output: Contribution to journal › Journal article › Research › peer-review
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Understanding narwhal diving behaviour using Hidden Markov Models with dependent state distributions and long range dependence
Ngô, M. C., Heide-jørgensen, M. P. & Ditlevsen, S., Mar 2019, In: PLOS Computational Biology. 15, 3, 21 p., e1006425.Research output: Contribution to journal › Journal article › Research › peer-review
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Multi-class oscillating systems of interacting neurons
Ditlevsen, S. & Löcherbach, E., 1 Jun 2017, In: Stochastic Processes and Their Applications. 127, p. 1840–1869Research output: Contribution to journal › Journal article › Research › peer-review
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Estimation in the partially observed stochastic Morris-Lecar neuronal model with particle filter and stochastic approximation methods
Ditlevsen, S. & Samson, A., Jun 2014, In: Annals of Applied Statistics. 8, 2, p. 674-702Research output: Contribution to journal › Journal article › Research › peer-review
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Oscillating systems with cointegrated phase processes
Østergaard, J., Rahbek, A. & Ditlevsen, S., 1 Oct 2017, In: Journal of Mathematical Biology. 75, 4, p. 845–883 39 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Neurons in Primate Visual Cortex Alternate between Responses to Multiple Stimuli in Their Receptive Field
Li, K., Kozyrev, V., Kyllingsbæk, S., Treue, S., Ditlevsen, S. & Bundesen, C., 27 Dec 2016, In: Frontiers in Computational Neuroscience. 10, p. 1-20 20 p., 141.Research output: Contribution to journal › Journal article › Research › peer-review
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Optimal Design for Estimation in Diffusion Processes from First Hitting Times
Iolov, A., Ditlevsen, S. & Longtin, A., 1 Jan 2017, In: SIAM-ASA Journal on Uncertainty Quantification. 5, 1, p. 88-110 23 p.Research output: Contribution to journal › Journal article › Research › peer-review
Datasets
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Narwhals react to ship noise and airgun pulses embedded in background noise
Tervo, O. (Creator), Blackwell, S. (Creator), Ditlevsen, S. (Creator), Conrad, A. (Creator), Samson, A. (Creator), Garde, E. (Creator), Hansen, R. (Creator) & Heide-Jørgensen, M. P. (Creator), Zenodo, 2021
DOI: 10.5061/dryad.000000046, https://zenodo.org/records/5181455
Dataset
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Narwhals react to ship noise and airgun pulses embedded in background noise
Tervo, O. (Creator), Blackwell, S. (Creator), Ditlevsen, S. (Creator), Conrad, A. (Creator), Samson, A. (Creator), Garde, E. (Creator), Hansen, R. (Creator) & Heide-Jørgensen, M. P. (Creator), Dryad, 2021
DOI: 10.5061/dryad.000000046, https://datadryad.org/stash/dataset/doi:10.5061/dryad.000000046
Dataset