Michael Sørensen
Professor
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
Current research
Statistical methods for stochastic processes. Discrete time sampling of continuous time processes such as models given by stochastic differential equations and jump processes. Directional processes. Diffusion bridges. Estimating functions and simulation-based inference. Stochastic models and inference problems in the physics of wind blown sand, biology and finance.
Primary fields of research
Theoretical statistics and applied probility.
Selected publications
- Published
Langevin diffusions on the torus: estimation and applications
García-Portugués, E., Sørensen, Michael, Mardia, K. V. & Hamelryck, Thomas Wim, 2019, In: Statistics and Computing. 29, 1, p. 1-22 22 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
A Generative Angular Model of Protein Structure Evolution
Golden, M., Garcia-Portugues, E., Sørensen, Michael, Mardia, K. V., Hamelryck, Thomas Wim & Hein, J., Aug 2017, In: Molecular Biology and Evolution. 34, 8, p. 2085-2100Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Simulation of multivariate diffusion bridges
Bladt, M., Finch, S. T. J. & Sørensen, Michael, 2016, In: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 78, 2, p. 343–369Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Efficient estimation for diffusions sampled at high frequency over a fixed time interval
Jakobsen, N. M. & Sørensen, Michael, 2017, In: Bernoulli. 23, 3, p. 1874-1910 37 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Estimating functions for jump–diffusions
Jakobsen, N. M. & Sørensen, Michael, 2019, In: Stochastic Processes and Their Applications. 129, p. 3282–3318Research output: Contribution to journal › Journal article › Research › peer-review
- Published
A review of asymptotic theory of estimating functions
Jacod, J. & Sørensen, Michael, 2018, In: Statistical Inference for Stochastic Processes. 21, 2, p. 415-434Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Estimating functions for diffusion-type processes
Sørensen, Michael, 2012, Statistical Methods for Stochastic Differential Equations. Kessler, M., A. L. & Sørensen, M. (eds.). CRC Press, p. 1 - 107 107 p. (Monographs on Statistics and Applied Probability, Vol. 124).Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
ID: 5251
Most downloads
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197
downloads
Efficient estimation for diffusions sampled at high frequency over a fixed time interval
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
134
downloads
A Generative Angular Model of Protein Structure Evolution
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
119
downloads
A review of asymptotic theory of estimating functions
Research output: Contribution to journal › Journal article › Research › peer-review
Published