Research output per year
Research output per year
Personal profile
Short presentation
My research is primarily within mathematical statistics but often associated with development of methodology for specific areas of application. Most of my work is concerned with graphical models and their applications, for example in connection with forensic genetics.
CV
See the homepage: http://web.math.ku.dk/~lauritzen/cv.html
External positions
University of Oxford
1 May 2004 → 30 Sept 2014
Institut for Matematiske Fag, Aalborg Universitet
1 Sept 1981 → 30 Apr 2004
Keywords
- Faculty of Science
- mathematical statistics
- graphical models
- machine learning
- Artificial Intelligence
- forensic statistics
Fingerprint
Dive into the research topics where Steffen Lauritzen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 6 Similar Profiles
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Bayesian Networks for Max-Linear Models
Klüppelberg, C. & Lauritzen, S. L., 1 Jan 2019, Network Science: An aerial view. Biagini, F., Kauermann, G. & Meyer-Brandis, T. (eds.). Springer, p. 79-97Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
2 Citations (Scopus) -
Handbook of Graphical Models
Maathuis, M. (Editor), Drton, M. (Editor), Lauritzen, S. L. (Editor) & Wainwright, M. (Editor), 2019, Boca Raton: CRC Press. 554 p. (Handbooks of Modern Statistical Methods).Research output: Book/Report › Book › Research › peer-review
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Maximum likelihood estimation in Gaussian models under total positivity
Lauritzen, S. L., Uhler, C. & Zwiernik, P., 21 May 2019, In: Annals of Statistics. 47, 4, p. 1835-1863Research output: Contribution to journal › Journal article › Research › peer-review
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On Exchangeability in Network Models
Lauritzen, S. L., Rinaldo, A. & Sadeghi, K., 12 Apr 2019, In: Journal of Algebraic Statistics. 10, 1, p. 85-114Research output: Contribution to journal › Journal article › Research › peer-review
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Lectures in Graphical Models
Lauritzen, S. L., 2018, 2nd edition ed. Copenhagen: Department of Mathematical Sciences, Faculty of Science, University of Copenhagen.Research output: Book/Report › Compendium/lecture notes
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Random Networks, Graphical Models, and Exchangeability
Lauritzen, S. L., Rinaldo, A. & Sadeghi, K., Jun 2018, In: Journal of The Royal Statistical Society Series B-statistical Methodology. 80, 3, p. 481-508Research output: Contribution to journal › Journal article › Research › peer-review
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Unifying Markov properties for graphical models
Lauritzen, S. L. & Sadeghi, K. S., Oct 2018, In: Annals of Statistics. 46, 5, p. 2251-2278Research output: Contribution to journal › Journal article › Research › peer-review
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Lectures on Graphical Models
Lauritzen, S. L., 2017, Department of Mathematical Sciences, Faculty of Science, University of Copenhagen. 155 p.Research output: Book/Report › Compendium/lecture notes