Susanne Ditlevsen
Professor
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
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.
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.
Selected publications
- Published
Hypoelliptic diffusions: filtering and inference from complete and partial observations
Ditlevsen, Susanne & 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
- Published
Inference for biomedical data by using diffusion models with covariates and mixed effects
Ruse, M. G., Samson, A. & Ditlevsen, Susanne, 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
- Published
Understanding narwhal diving behaviour using Hidden Markov Models with dependent state distributions and long range dependence
Ngô, M. C., Heide-jørgensen, M. P. & Ditlevsen, Susanne, 2019, In: PLOS Computational Biology. 15, 3, 21 p., e1006425.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Multi-class oscillating systems of interacting neurons
Ditlevsen, Susanne & Löcherbach, E., 2017, In: Stochastic Processes and Their Applications. 127, p. 1840–1869Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Estimation in the partially observed stochastic Morris-Lecar neuronal model with particle filter and stochastic approximation methods
Ditlevsen, Susanne & Samson, A., 2014, In: Annals of Applied Statistics. 8, 2, p. 674-702Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Oscillating systems with cointegrated phase processes
Østergaard, J., Rahbek, Anders & Ditlevsen, Susanne, 2017, In: Journal of Mathematical Biology. 75, 4, p. 845–883 39 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Neurons in Primate Visual Cortex Alternate between Responses to Multiple Stimuli in Their Receptive Field
Li, K., Kozyrev, V., Kyllingsbæk, Søren, Treue, S., Ditlevsen, Susanne & Bundesen, C., 2016, In: Frontiers in Computational Neuroscience. 10, p. 1-20 20 p., 141.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Optimal Design for Estimation in Diffusion Processes from First Hitting Times
Iolov, A., Ditlevsen, Susanne & 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
- Published
Transient dynamics of Pearson diffusions facilitates estimation of rate parameters
Ditlevsen, Susanne, Cencerrado Rubio, A. & Lansky, P., 2020, In: Communications in Nonlinear Science and Numerical Simulation. 82, 25 p., 105034.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Neural decoding with visual attention using sequential Monte Carlo for leaky integrate-and-fire neurons
Li, K. & Ditlevsen, Susanne, 2019, In: PLoS ONE. 14, 5, 35 p., e0216322.Research output: Contribution to journal › Journal article › Research › peer-review
ID: 6297
Most downloads
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1923
downloads
Stochastic optimal control of single neuron spike trains
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
1510
downloads
Fokker-Planck and Fortet equation-based parameter estimation for a leaky integrate-and-fire model with sinusoidal and stochastic forcing
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
543
downloads
Parameter inference from hitting times for perturbed Brownian motion
Research output: Contribution to journal › Journal article › Research › peer-review
Published