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
Knowledge of languages
Fluent in Danish, English and Spanish
Primary 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.
Keywords
- Faculty of Science
- Statistics
- Biostatistics
- Stochastic processes
- Biomathematics
- Neuroscience
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
Research output
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Warning of a forthcoming collapse of the Atlantic meridional overturning circulation
Ditlevsen, P. & Ditlevsen, S., 25 Jul 2023, In: Nature Communications. 14, 1, 12 p., 4254.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile102 Citations (Scopus)201 Downloads (Pure) -
Parameter estimation in nonlinear multivariate stochastic differential equations based on splitting schemes
Pilipovic, P., Samson, A. & Ditlevsen, S., 2024, In: Annals of Statistics. 52, 2, p. 842-867Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)10 Downloads (Pure) -
Hypoelliptic diffusions: filtering and inference from complete and partial observations
Ditlevsen, S. & Samson, A., 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
Open Access19 Citations (Scopus) -
Inference for biomedical data by using diffusion models with covariates and mixed effects
Ruse, M. G., Samson, A. & Ditlevsen, S., 2020, In: Journal of the Royal Statistical Society. Series C: Applied Statistics. 69, 1, p. 167-193Research output: Contribution to journal › Journal article › Research › peer-review
File6 Citations (Scopus)72 Downloads (Pure) -
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., 2019, In: PLOS Computational Biology. 15, 3, 21 p., e1006425.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access15 Citations (Scopus) -
Multi-class oscillating systems of interacting neurons
Ditlevsen, S. & Löcherbach, E., 2017, In: Stochastic Processes and Their Applications. 127, p. 1840–1869Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile53 Citations (Scopus)280 Downloads (Pure) -
Estimation in the partially observed stochastic Morris-Lecar neuronal model with particle filter and stochastic approximation methods
Ditlevsen, S. & Samson, A., 2014, In: Annals of Applied Statistics. 8, 2, p. 674-702Research output: Contribution to journal › Journal article › Research › peer-review
30 Citations (Scopus) -
Stuck in a corner: Anthropogenic noise threatens narwhals in their once pristine Arctic habitat
Tervo, O. M., Blackwell, S. B., Ditlevsen, S., Garde, E., Hansen, R. G., Samson, A. L., Conrad, A. S. & Heide-Jørgensen, M. P., 2023, In: Science Advances. 9, 30, 9 p., eade0440.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile7 Citations (Scopus)15 Downloads (Pure)
Press/Media
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Forskere skal deklarere når de giver deres egen personlige holdning til kende
Peter Harder, Susanne Ditlevsen & Morten Bennedsen
06/03/2024
1 Media contribution
Press/Media: Press / Media