Steffen L. Lauritzen

18.8k total citations · 4 hit papers
104 papers, 10.8k citations indexed

About

Steffen L. Lauritzen is a scholar working on Artificial Intelligence, Statistics and Probability and Signal Processing. According to data from OpenAlex, Steffen L. Lauritzen has authored 104 papers receiving a total of 10.8k indexed citations (citations by other indexed papers that have themselves been cited), including 60 papers in Artificial Intelligence, 31 papers in Statistics and Probability and 15 papers in Signal Processing. Recurrent topics in Steffen L. Lauritzen's work include Bayesian Modeling and Causal Inference (46 papers), Bayesian Methods and Mixture Models (15 papers) and Statistical Methods and Bayesian Inference (14 papers). Steffen L. Lauritzen is often cited by papers focused on Bayesian Modeling and Causal Inference (46 papers), Bayesian Methods and Mixture Models (15 papers) and Statistical Methods and Bayesian Inference (14 papers). Steffen L. Lauritzen collaborates with scholars based in Denmark, United Kingdom and United States. Steffen L. Lauritzen's co-authors include David J. Spiegelhalter, Robert G. Cowell, David Spiegelhalter, A. P. Dawid, Nanny Wermuth, Finn V. Jensen, Kristian G. Olesen, Julia Mortera, Terence P. Speed and Frank Jensen and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and Management Science.

In The Last Decade

Steffen L. Lauritzen

101 papers receiving 9.7k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

1988 2.3k citations Steffen L. Lauritzen et al. profile →
Graphical Models

1996 1.7k citations Steffen L. Lauritzen profile →
Probabilistic Networks and Expert Systems

1999 1.1k citations Robert G. Cowell, Steffen L. Lauritzen et al. profile →
The EM algorithm for graphical association models with missing data

1995 517 citations Steffen L. Lauritzen profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Steffen L. Lauritzen Denmark	36	6.7k	2.1k	1.3k	1.3k	1.1k	104	10.8k
Peter Spirtes United States	31	5.3k 0.8×	1.4k 0.7×	486 0.4×	1.2k 1.0×	1.2k 1.1×	93	9.1k
A. P. Dawid United Kingdom	43	4.7k 0.7×	3.5k 1.7×	547 0.4×	1.5k 1.2×	630 0.6×	177	10.8k
Dan Geiger Israel	36	5.6k 0.8×	556 0.3×	943 0.7×	1.0k 0.8×	2.1k 1.9×	97	10.5k
Luc Devroye Canada	43	5.2k 0.8×	4.2k 2.0×	1.1k 0.8×	1.2k 0.9×	552 0.5×	272	12.0k
James M. Keller United States	47	5.6k 0.8×	615 0.3×	1.4k 1.0×	997 0.8×	695 0.6×	464	13.1k
A. P. Dempster United States	24	4.1k 0.6×	2.6k 1.3×	835 0.6×	2.3k 1.9×	482 0.4×	67	10.9k
David Madigan United States	43	3.2k 0.5×	2.5k 1.2×	452 0.3×	809 0.6×	958 0.9×	139	11.2k
Bruce G. Lindsay United States	49	4.7k 0.7×	4.0k 1.9×	1.4k 1.1×	605 0.5×	792 0.7×	154	11.4k
D. M. Titterington United Kingdom	43	4.4k 0.7×	3.9k 1.9×	686 0.5×	1.0k 0.8×	546 0.5×	173	11.1k
Martin J. Wainwright United States	61	7.3k 1.1×	3.4k 1.7×	1.5k 1.1×	762 0.6×	1.1k 1.0×	232	18.7k

Countries citing papers authored by Steffen L. Lauritzen

Since Specialization

Citations

This map shows the geographic impact of Steffen L. Lauritzen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Steffen L. Lauritzen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Steffen L. Lauritzen more than expected).

Fields of papers citing papers by Steffen L. Lauritzen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Steffen L. Lauritzen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Steffen L. Lauritzen. The network helps show where Steffen L. Lauritzen may publish in the future.

Co-authorship network of co-authors of Steffen L. Lauritzen

This figure shows the co-authorship network connecting the top 25 collaborators of Steffen L. Lauritzen. A scholar is included among the top collaborators of Steffen L. Lauritzen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Steffen L. Lauritzen. Steffen L. Lauritzen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Lauritzen, Steffen L.. (2023). Fundamentals of Mathematical Statistics. Research at the University of Copenhagen (University of Copenhagen). 3 indexed citations

Lauritzen, Steffen L.. (2016). Extreme point models in statistics. Scandinavian Journal of Statistics. 11(2). 65–91. 4 indexed citations

Forbes, Peter & Steffen L. Lauritzen. (2014). Linear estimating equations for exponential families with application to Gaussian linear concentration models. Linear Algebra and its Applications. 473. 261–283. 10 indexed citations

Cowell, R. G., et al.. (2013). Analysis of DNA Mixtures with Artefacts. arXiv (Cornell University). 7 indexed citations

Lauritzen, Steffen L. & Nicolai Meinshausen. (2012). DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION. 4 indexed citations

Højsgaard, Søren, Steffen L. Lauritzen, & David Edwards. (2012). Graphical Models with R. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)). 57 indexed citations

Lauritzen, Steffen L., et al.. (2012). Estimation of means in graphical Gaussian models with symmetries. The Annals of Statistics. 40(2). 3 indexed citations

Lauritzen, Steffen L., et al.. (2011). MARKOV PROPERTIES FOR LOOPLESS MIXED GRAPHS. arXiv (Cornell University). 2 indexed citations

Lauritzen, Steffen L., et al.. (2011). Likelihood analysis of the binary instrumental variable model. Biometrika. 98(4). 987–994. 13 indexed citations

10.

Lauritzen, Steffen L.. (2008). Exchangeable Rasch matrices. SHILAP Revista de lepidopterología. 9 indexed citations

11.

Cowell, Robert G., Steffen L. Lauritzen, & Julia Mortera. (2006). MAIES: a tool for DNA mixture analysis. Oxford University Research Archive (ORA) (University of Oxford). 90–97. 5 indexed citations

12.

Vicard, Paola, A. P. Dawid, Julia Mortera, & Steffen L. Lauritzen. (2004). Estimation of mutation rates from paternity cases using a Bayesian network. Forensic Science International. 2. 9–18. 2 indexed citations

13.

Lauritzen, Steffen L. & Julia Mortera. (2002). Bounding the number of contributors to mixed DNA stains. Forensic Science International. 130(2-3). 125–126. 20 indexed citations

14.

Lauritzen, Steffen L.. (1996). Graphical Models. 1694 indexed citations breakdown →

15.

Kjærulff, Uffe, et al.. (1995). Hybrid Propagation in Junction Trees. VBN Forskningsportal (Aalborg Universitet). 6 indexed citations

16.

Diaconis, Persi, M. L. Eaton, & Steffen L. Lauritzen. (1992). Finite de Finetti theorems in linear models and multivariate analysis. Scandinavian Journal of Statistics. 19(4). 289–315. 45 indexed citations

17.

Lauritzen, Steffen L., et al.. (1990). A stochastic model in mobile communications. Stochastic Processes and their Applications. 36(1). 165–172. 1 indexed citations

18.

Lauritzen, Steffen L. & Nanny Wermuth. (1989). Graphical Models for Associations between Variables, some of which are Qualitative and some Quantitative. The Annals of Statistics. 17(1). 395 indexed citations

19.

Høilund‐Carlsen, Poul Flemming, J. Marving, Sten Rasmussen, et al.. (1987). Reproducibility of determination of right ventricular ejection fraction by radionuclide imaging: Assessment by the statistical method of variance components. International journal of cardiac imaging. 2(3). 183–196. 6 indexed citations

20.

Lauritzen, Steffen L.. (1975). General Exponential Models for Discrete Observations. Scandinavian Journal of Statistics. 2. 22–33. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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