Markus Kalisch
Impact in
- Statistics and Probability top 1%
- Statistical Methods and Inference
- Advanced Causal Inference Techniques
- Statistical Methods and Bayesian Inference
- Advanced Statistical Methods and Models
- Artificial Intelligence top 5%
- Bayesian Modeling and Causal Inference
Papers in
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- Bayesian Modeling and Causal Inference 8
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- Advanced Causal Inference Techniques 4
- Statistical Methods and Bayesian Inference 4
- Statistical Methods and Inference 4
- Co-authors
- Peter Bühlmann (14 shared papers)Marloes H. Maathuis (8 shared papers)Diego Colombo (3 shared papers)Martin Mächler (2 shared papers)Lukas Meier (4 shared papers)D. Weber (7 shared papers)Johannes Textor (1 shared paper)Fabian Buller (1 shared paper)
- Journals
- Journal of Hand Surgery (European Volume) (3 papers)ACS Chemical Biology (1 paper)Bioinformatics (1 paper)Annual Review of Statistics and Its Application (1 paper)IEEE Journal of Quantum Electronics (1 paper)
- Partner nations
- SwitzerlandGermanyItaly
In The Last Decade
Markus Kalisch
29 papers receiving 1.3k citations
Markus Kalisch's Hit Papers
Peers
Comparison fields: 5 of 144
- Statistics and Probability 361
- Artificial Intelligence 473
- Urology 54
- Management Science and Operations Research 93
- Molecular Biology 363
Countries citing papers authored by Markus Kalisch
This map shows the geographic impact of Markus Kalisch'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 Markus Kalisch with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus Kalisch more than expected).
Fields of papers citing papers by Markus Kalisch
This network shows the impact of papers produced by Markus Kalisch. 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 Markus Kalisch. The network helps show where Markus Kalisch may publish in the future.
Co-authors
The 25 scholars most cited alongside Markus Kalisch, 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 30 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Causal Inference Using Graphical Models with theRPackagepcalg Hit paper breakdown → | 2012 | 344 |
| 2 | 2009 | 197 | |
| 3 | 2014 | 143 | |
| 4 | 2010 | 115 | |
| 5 | 2010 | 77 | |
| 6 | 2018 | 64 | |
| 7 | 2012 | 58 | |
| 8 | 2012 | 51 | |
| 9 | 2010 | 44 | |
| 10 | 2008 | 38 | |
| 11 | 2007 | 31 | |
| 12 | 2016 | 29 | |
| 13 | 2014 | 25 | |
| 14 | 2005 | 14 | |
| 15 | 2021 | 13 | |
| 16 | 2010 | 12 | |
| 17 | 2015 | 9 | |
| 18 | 2011 | 7 | |
| 19 | 2016 | 7 | |
| 20 | 2019 | 6 |
About Markus Kalisch
Markus Kalisch is a scholar working on Artificial Intelligence, Statistics and Probability, Surgery, Molecular Biology and Epidemiology, having authored 30 papers that have together received 1.3k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (8 papers), Advanced Causal Inference Techniques (4 papers), Statistical Methods and Bayesian Inference (4 papers), Statistical Methods and Inference (4 papers), Orthopedic Surgery and Rehabilitation (3 papers), Metabolomics and Mass Spectrometry Studies (2 papers), Muscle and Compartmental Disorders (2 papers) and Orthopedic Infections and Treatments (2 papers). The work is most often cited by research in Statistics and Probability (361 citations), Artificial Intelligence (473 citations), Urology (54 citations), Management Science and Operations Research (93 citations) and Molecular Biology (363 citations). Markus Kalisch has collaborated with scholars based in Switzerland, Germany and Italy. Frequent co-authors include Peter Bühlmann, Marloes H. Maathuis, Diego Colombo, Martin Mächler, Lukas Meier, D. Weber, Johannes Textor, Fabian Buller, Jörg Scheuermann and Dario Neri. Their work appears in journals such as Journal of Hand Surgery (European Volume), ACS Chemical Biology, Bioinformatics, Annual Review of Statistics and Its Application and IEEE Journal of Quantum Electronics.
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.