Steffen L. Lauritzen

18.8k citations
104 papers · 10.8k indexed · 4 hit papers · h-index 36
Topics
Bayesian Modeling and Causal Inference (46 papers)Bayesian Methods and Mixture Models (15 papers)Statistical Methods and Bayesian Inference (14 papers)
Journals
SHILAP Revista de lepidopterologíaJournal of the American Statistical AssociationManagement Science

In The Last Decade

Steffen L. Lauritzen

101 papers receiving 9.7k citations

Hit Papers

Local Computations with Probabilities on Graphical Struct...1988202620002013198819961999199550010001.5k2.0k

Peers

Steffen L. Lauritzen
Comparison fields: 5 of 206
  • Artificial Intelligence 6.7k
  • Statistics and Probability 2.1k
  • Signal Processing 1.3k
  • Management Science and Operations Research 1.3k
  • Molecular Biology 1.1k
Replace A. P. Dawid with:
A. P. Dawid United Kingdom
Dan Geiger Israel
Alexander J. Smola United States
A. P. Dempster United States
Peter L. Bartlett United States
J. S. Marron United States
Christopher J. C. Burges United States
Luc Devroye Canada
Peter Spirtes United States
Abraham Kandel United States
Steffen L. Lauritzen relative to A. P. Dawid United Kingdom A. P. Dawid's profile →
Citations per field
00.5×1.5×2.4×
A. P. Dawid · 1×
Citations per year

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

20 of 20 papers shown
#WorkIndexed citations
1 3
2
Extreme point models in statistics
4
3 10
4
Analysis of DNA Mixtures with Artefacts
7
5 57
6
DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION
4
7
MARKOV PROPERTIES FOR LOOPLESS MIXED GRAPHS
2
8 13
9
Elements of Graphical Models
1
10 38
11
Exchangeable Rasch matrices
9
12
MAIES: a tool for DNA mixture analysis
5
13 47
14
Estimation of mutation rates from paternity cases using a Bayesian network
2
15 20
16
Hybrid Propagation in Junction Trees
6
17
Finite de Finetti theorems in linear models and multivariate analysis
45
18 6
19
General Exponential Models for Discrete Observations
10
20 4

About Steffen L. Lauritzen

Steffen L. Lauritzen is a scholar working on Statistics and Probability, Artificial Intelligence and Signal Processing, having authored 104 papers that have together received 10.8k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (46 papers), Bayesian Methods and Mixture Models (15 papers) and Statistical Methods and Bayesian Inference (14 papers). The work is most often cited by research in Statistics and Probability (2.1k citations), Artificial Intelligence (6.7k citations) and Signal Processing (1.3k citations). Steffen L. Lauritzen has collaborated with scholars based in Denmark, United Kingdom and United States. Frequent 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. Their work appears in journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and Management Science.

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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