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
Professor of Statistics, University of Oxford
1 May 2004 → 30 Sep 2014
Professor of Mathematics, Institut for Matematiske Fag, Aalborg Universitet
1 Sep 1981 → 30 Apr 2004
Keywords
- Faculty of Science
- mathematical statistics
- graphical models
- machine learning
- Artificial Intelligence
- forensic statistics
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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On some algorithms for estimation in Gaussian graphical models
Højsgaard, S. & Lauritzen, S., 2024, In: Biometrika. 111, 4, p. 1201–1219Research output: Contribution to journal › Journal article › Research › peer-review
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Total variation convergence preserves conditional independence
Lauritzen, S., 2024, In: Statistics and Probability Letters. 214, 110200.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Downloads (Pure) -
Fundamentals of Mathematical Statistics
Lauritzen, S., 11 Apr 2023, Boca Raton, FL: CRC Press. 258 p.Research output: Book/Report › Book › Communication
1 Citation (Scopus) -
Seconder of the vote of thanks to Fong, Holmes and Walker and contribution to the Discussion of ‘Martingale Posterior Distributions’
Lauritzen, S., 2023, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 85, 5, p. 1394-1396Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile7 Downloads (Pure) -
Conditional independence in max-linear Bayesian networks
Amendola, C., Kluppelberg, C., Lauritzen, S. & Tran, N., 2022, In: Annals of Applied Probability. 32, 1, p. 1-45Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)22 Downloads (Pure) -
Locally associated graphical models and mixed convex exponential families
Lauritzen, S. & Zwiernik, P., 27 Nov 2022, In: Annals of Statistics. 50, 5, p. 3009-3038Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)16 Downloads (Pure) -
Ole Eiler Barndorff-Nielsen, 1935-2022
Lauritzen, S. & Sørensen, M., Oct 2022, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 185, 4, p. 2289-2291Research output: Contribution to journal › Journal article › Communication
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Basic Mathematical Statistics
Lauritzen, S. L., 2021, Department of Mathematical Sciences, Faculty of Science, University of Copenhagen. 185 p.Research output: Book/Report › Compendium/lecture notes › Education