Lutz Dümbgen

2.7k total citations
63 papers, 1.5k citations indexed

About

Lutz Dümbgen is a scholar working on Statistics and Probability, Artificial Intelligence and Applied Mathematics. According to data from OpenAlex, Lutz Dümbgen has authored 63 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 46 papers in Statistics and Probability, 21 papers in Artificial Intelligence and 12 papers in Applied Mathematics. Recurrent topics in Lutz Dümbgen's work include Statistical Methods and Inference (35 papers), Advanced Statistical Methods and Models (18 papers) and Bayesian Methods and Mixture Models (17 papers). Lutz Dümbgen is often cited by papers focused on Statistical Methods and Inference (35 papers), Advanced Statistical Methods and Models (18 papers) and Bayesian Methods and Mixture Models (17 papers). Lutz Dümbgen collaborates with scholars based in Switzerland, Germany and United States. Lutz Dümbgen's co-authors include Kaspar Rufibach, Vladimir Spokoiny, David E. Tyler, Axel Munk, Rudolf Beran, Nicolai Bissantz, Arne Kovac, Hannu Oja, Frank Critchley and Dominic Schuhmacher and has published in prestigious journals such as Journal of the American Statistical Association, NeuroImage and Scientific Reports.

In The Last Decade

Lutz Dümbgen

60 papers receiving 1.4k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Lutz Dümbgen Switzerland 25 875 355 181 149 122 63 1.5k
Juan A. Cuesta‐Albertos Spain 21 763 0.9× 433 1.2× 218 1.2× 191 1.3× 110 0.9× 64 1.5k
Shinto Eguchi Japan 26 734 0.8× 533 1.5× 148 0.8× 89 0.6× 218 1.8× 108 1.9k
Young K. Truong United States 22 980 1.1× 307 0.9× 115 0.6× 103 0.7× 87 0.7× 52 1.9k
Sam Efromovich United States 18 703 0.8× 282 0.8× 149 0.8× 148 1.0× 192 1.6× 86 1.1k
Brett Presnell United States 13 705 0.8× 361 1.0× 111 0.6× 53 0.4× 102 0.8× 37 1.3k
James R. Thompson United States 18 803 0.9× 400 1.1× 222 1.2× 78 0.5× 84 0.7× 67 1.6k
Ronald W. Butler United States 19 792 0.9× 356 1.0× 257 1.4× 61 0.4× 62 0.5× 83 1.6k
Pascal Sarda France 15 1.2k 1.4× 489 1.4× 115 0.6× 110 0.7× 60 0.5× 27 1.7k
George R. Terrell United States 13 631 0.7× 503 1.4× 141 0.8× 43 0.3× 184 1.5× 26 1.5k
Jianhua Z. Huang United States 18 607 0.7× 378 1.1× 69 0.4× 46 0.3× 79 0.6× 39 1.4k

Countries citing papers authored by Lutz Dümbgen

Since Specialization
Citations

This map shows the geographic impact of Lutz Dümbgen'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 Lutz Dümbgen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lutz Dümbgen more than expected).

Fields of papers citing papers by Lutz Dümbgen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lutz Dümbgen. 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 Lutz Dümbgen. The network helps show where Lutz Dümbgen may publish in the future.

Co-authorship network of co-authors of Lutz Dümbgen

This figure shows the co-authorship network connecting the top 25 collaborators of Lutz Dümbgen. A scholar is included among the top collaborators of Lutz Dümbgen 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 Lutz Dümbgen. Lutz Dümbgen 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
1.
Dümbgen, Lutz, et al.. (2023). On stochastic orders and total positivity. ESAIM Probability and Statistics. 27. 461–481. 1 indexed citations
2.
Dümbgen, Lutz & Klaus Nordhausen. (2023). Approximating symmetrized estimators of scatter via balanced incomplete U-statistics. Annals of the Institute of Statistical Mathematics. 76(2). 185–207.
3.
Dümbgen, Lutz, et al.. (2023). Estimation of a likelihood ratio ordered family of distributions. Statistics and Computing. 34(1). 1 indexed citations
4.
Dümbgen, Lutz, et al.. (2022). Honest calibration assessment for binary outcome predictions. Biometrika. 110(3). 663–680. 8 indexed citations
5.
Dümbgen, Lutz, et al.. (2022). Accelerating the Pool-Adjacent-Violators Algorithm for Isotonic Distributional Regression. Methodology And Computing In Applied Probability. 24(4). 2633–2645. 11 indexed citations
6.
Dümbgen, Lutz, et al.. (2016). A law of the iterated logarithm for Grenander’s estimator. Stochastic Processes and their Applications. 126(12). 3854–3864. 6 indexed citations
7.
Dümbgen, Lutz, et al.. (2015). New algorithms forM-estimation of multivariate scatter and location. Journal of Multivariate Analysis. 144. 200–217. 10 indexed citations
8.
Künzi, Lisa, Manuel Krapf, Nancy Daher, et al.. (2015). Toxicity of aged gasoline exhaust particles to normal and diseased airway epithelia. Scientific Reports. 5(1). 11801–11801. 72 indexed citations
9.
Li, Xiaoming, Björn Sandrock, Sophie Braga-Lagache, et al.. (2014). ADrosophilaXPD model links cell cycle coordination with neuro-development and suggests links to cancer. Disease Models & Mechanisms. 8(1). 81–91. 6 indexed citations
10.
Schmidt-Hieber, Johannes, Axel Munk, & Lutz Dümbgen. (2013). Multiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features. The Annals of Statistics. 41(3). 27 indexed citations
11.
Dümbgen, Lutz, Richard J. Samworth, & Dominic Schuhmacher. (2010). Approximation by logconcave distributions with applications to regression. 40 indexed citations
12.
Dümbgen, Lutz, et al.. (2009). Some Methods for the Comparison of Three Expert Judgements. Bern Open Repository and Information System (University of Bern). 1 indexed citations
13.
Dümbgen, Lutz & Jon A. Wellner. (2007). Qualitative Assumptions and Regularization in High-Dimensional Statistics. Oberwolfach Reports. 3(4). 2953–3006. 1 indexed citations
14.
Frohn, Christoph, Lutz Dümbgen, Jörg‐Matthias Brand, et al.. (2003). Probability of anti‐D development in D− patients receiving D+ RBCs. Transfusion. 43(7). 893–898. 90 indexed citations
15.
Schmitt, Oliver, Lars Hömke, & Lutz Dümbgen. (2003). Detection of cortical transition regions utilizing statistical analyses of excess masses. NeuroImage. 19(1). 42–63. 9 indexed citations
16.
Habermann, Jens K., Claes Lenander, Uwe J. Roblick, et al.. (2001). Ulcerative Colitis and Colorectal Carcinoma: DNA-Profile, Laminin-5 γ2 Chain and Cyclin A Expression as Early Markers for Risk Assessment. Scandinavian Journal of Gastroenterology. 36(7). 751–758. 32 indexed citations
17.
Dümbgen, Lutz. (1998). Perturbation Inequalities and Confidence Sets for Functions of a Scatter Matrix. Journal of Multivariate Analysis. 65(1). 19–35. 2 indexed citations
18.
Dümbgen, Lutz, et al.. (1996). Rates of convergence for random approximations of convex sets. Advances in Applied Probability. 28(2). 384–393. 30 indexed citations
19.
Dümbgen, Lutz. (1995). Likelihood Ratio Tests for Principal Components. Journal of Multivariate Analysis. 52(2). 245–258. 2 indexed citations
20.
Dümbgen, Lutz. (1994). Combinatorial stochastic processes. Stochastic Processes and their Applications. 52(1). 75–92. 40 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Juan A. Cuesta‐Albertos Breakdown of academic impact, for papers by Shinto Eguchi Breakdown of academic impact, for papers by Young K. Truong Breakdown of academic impact, for papers by Sam Efromovich Breakdown of academic impact, for papers by Brett Presnell Breakdown of academic impact, for papers by James R. Thompson Breakdown of academic impact, for papers by Ronald W. Butler Breakdown of academic impact, for papers by Pascal Sarda Breakdown of academic impact, for papers by George R. Terrell Breakdown of academic impact, for papers by Jianhua Z. Huang
Rankless by CCL
2026