Axel Munk
Impact in
- Statistics and Probability top 0.1%
- Statistical Methods and Inference
- Advanced Statistical Methods and Models
- Statistical Methods in Clinical Trials
- Statistical Methods and Bayesian Inference
- Structural Biology top 2%
Papers in
-
- Statistical Methods and Inference 53
- Statistical Methods in Clinical Trials 29
- Advanced Statistical Methods and Models 23
- Statistical Methods and Bayesian Inference 14
- Co-authors
- Holger Dette (17 shared papers)Nicolai Bissantz (14 shared papers)Hannes Sieling (6 shared papers)Hajo Holzmann (10 shared papers)Klaus Frick (5 shared papers)Stephan Huckemann (8 shared papers)Thomas K. Hotz (11 shared papers)Edgar Brunner (2 shared papers)
- Journals
- Journal of the Royal Statistical Society Series B (Statistical Methodology) (10 papers)Journal of the American Statistical Association (9 papers)The Annals of Statistics (9 papers)Scandinavian Journal of Statistics (5 papers)Statistics in Medicine (5 papers)
- Partner nations
- GermanyUnited StatesNetherlands
In The Last Decade
Axel Munk
175 papers receiving 3.5k citations
Peers
Comparison fields: 5 of 177
- Statistics and Probability 1.6k
- Structural Biology 89
- Biophysics 257
- Statistics, Probability and Uncertainty 255
- Applied Mathematics 359
Countries citing papers authored by Axel Munk
This map shows the geographic impact of Axel Munk'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 Axel Munk with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Axel Munk more than expected).
Fields of papers citing papers by Axel Munk
This network shows the impact of papers produced by Axel Munk. 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 Axel Munk. The network helps show where Axel Munk may publish in the future.
Co-authors
The 25 scholars most cited alongside Axel Munk, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 184 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 1997 | 200 | |
| 2 | 2014 | 197 | |
| 3 | 2007 | 125 | |
| 4 | 1998 | 106 | |
| 5 | 2014 | 101 | |
| 6 | INTRINSIC SHAPE ANALYSIS: GEODESIC PCA FOR RIEMANNIAN MANIFOLDS MODULO ISOMETRIC LIE GROUP ACTIONS | 2007 | 94 |
| 7 | 2008 | 89 | |
| 8 | 1998 | 88 | |
| 9 | 2017 | 83 | |
| 10 | Consistencies and Rates of Convergence of Jump-Penalized Least Squares Estimators | 2006 | 81 |
| 11 | 2006 | 71 | |
| 12 | Intrinsic shape analysis: Geodesic principal component analysis for Riemannian manifolds modulo Lie group actions. Discussion paper with rejoinder. | 2010 | 71 |
| 13 | 2006 | 69 | |
| 14 | 2015 | 67 | |
| 15 | 1998 | 62 | |
| 16 | 1997 | 62 | |
| 17 | 1998 | 61 | |
| 18 | 2015 | 59 | |
| 19 | 2004 | 58 | |
| 20 | 2008 | 57 |
About Axel Munk
Axel Munk is a scholar working on Statistics and Probability, Applied Mathematics, Management Science and Operations Research, Mathematical Physics and Biophysics, having authored 184 papers that have together received 3.7k indexed citations. Recurring topics across this work include Statistical Methods and Inference (53 papers), Statistical Methods in Clinical Trials (29 papers), Optimal Experimental Design Methods (24 papers), Advanced Statistical Methods and Models (23 papers), Advanced Fluorescence Microscopy Techniques (15 papers), Statistical Methods and Bayesian Inference (14 papers), Numerical methods in inverse problems (14 papers) and Sparse and Compressive Sensing Techniques (13 papers). The work is most often cited by research in Statistics and Probability (1.6k citations), Structural Biology (89 citations), Biophysics (257 citations), Statistics, Probability and Uncertainty (255 citations) and Applied Mathematics (359 citations). Axel Munk has collaborated with scholars based in Germany, United States and Netherlands. Frequent co-authors include Holger Dette, Nicolai Bissantz, Hannes Sieling, Hajo Holzmann, Klaus Frick, Stephan Huckemann, Thomas K. Hotz, Edgar Brunner, Thorsten Hohage and Claudia Czado. Their work appears in journals such as Journal of the Royal Statistical Society Series B (Statistical Methodology), Journal of the American Statistical Association, The Annals of Statistics, Scandinavian Journal of Statistics and Statistics in Medicine.
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.